Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations
Paper
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2508.09789
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Published
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5
AI-paper
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MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents
Paper • 2508.13186 • Published • 18 -
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents
Paper • 2508.04038 • Published • 1 -
Prompt Orchestration Markup Language
Paper • 2508.13948 • Published • 48 -
MultiRef: Controllable Image Generation with Multiple Visual References
Paper • 2508.06905 • Published • 21 -
LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos
Paper • 2508.14041 • Published • 59 -
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
Paper • 2508.13167 • Published • 127 -
Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward
Paper • 2508.12800 • Published • 5 -
Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends
Paper • 2508.11548 • Published • 5 -
Evaluating Podcast Recommendations with Profile-Aware LLM-as-a-Judge
Paper • 2508.08777 • Published • 15 -
Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer
Paper • 2508.09131 • Published • 16 -
MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers
Paper • 2508.14704 • Published • 42 -
From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery
Paper • 2508.14111 • Published • 33 -
RynnEC: Bringing MLLMs into Embodied World
Paper • 2508.14160 • Published • 19 -
Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
Paper • 2505.04921 • Published • 185 -
Evolving Deeper LLM Thinking
Paper • 2501.09891 • Published • 115 -
A Survey on Large Language Model Benchmarks
Paper • 2508.15361 • Published • 20 -
Deep Think with Confidence
Paper • 2508.15260 • Published • 87 -
ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
Paper • 2501.05452 • Published • 15 -
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models
Paper • 2504.15279 • Published • 77 -
Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities
Paper • 2406.14562 • Published • 28 -
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
Paper • 2501.06186 • Published • 65 -
Thinking with Generated Images
Paper • 2505.22525 • Published • 15 -
ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models
Paper • 2505.13444 • Published • 16 -
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?
Paper • 2407.01284 • Published • 81 -
ComposeAnything: Composite Object Priors for Text-to-Image Generation
Paper • 2505.24086 • Published • 5 -
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
Paper • 2506.23918 • Published • 88 -
Visual Planning: Let's Think Only with Images
Paper • 2505.11409 • Published • 56 -
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
Paper • 2407.07053 • Published • 47 -
HYDRA: A Hyper Agent for Dynamic Compositional Visual Reasoning
Paper • 2403.12884 • Published • 1 -
CameraBench: Benchmarking Visual Reasoning in MLLMs via Photography
Paper • 2504.10090 • Published -
Visual Programming: Compositional visual reasoning without training
Paper • 2211.11559 • Published • 1 -
ExoViP: Step-by-step Verification and Exploration with Exoskeleton Modules for Compositional Visual Reasoning
Paper • 2408.02210 • Published • 9 -
MMFactory: A Universal Solution Search Engine for Vision-Language Tasks
Paper • 2412.18072 • Published • 20 -
Intern-S1: A Scientific Multimodal Foundation Model
Paper • 2508.15763 • Published • 254 -
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention
Paper • 2504.06261 • Published • 110 -
Star Attention: Efficient LLM Inference over Long Sequences
Paper • 2411.17116 • Published • 55 -
PRIMA.CPP: Speeding Up 70B-Scale LLM Inference on Low-Resource Everyday Home Clusters
Paper • 2504.08791 • Published • 136 -
LLM Inference Unveiled: Survey and Roofline Model Insights
Paper • 2402.16363 • Published • 4 -
Characterizing and Optimizing LLM Inference Workloads on CPU-GPU Coupled Architectures
Paper • 2504.11750 • Published -
Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices
Paper • 2410.11795 • Published • 18 -
Generative AI for Character Animation: A Comprehensive Survey of Techniques, Applications, and Future Directions
Paper • 2504.19056 • Published • 18 -
Personalized Image Generation with Deep Generative Models: A Decade Survey
Paper • 2502.13081 • Published -
Diffusion Models: A Comprehensive Survey of Methods and Applications
Paper • 2209.00796 • Published -
An Empirical Study of GPT-4o Image Generation Capabilities
Paper • 2504.05979 • Published • 64 -
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation
Paper • 2502.09411 • Published • 22 -
A survey of Generative AI Applications
Paper • 2306.02781 • Published -
Text-to-image Diffusion Models in Generative AI: A Survey
Paper • 2303.07909 • Published -
Multi-Agent Collaboration Mechanisms: A Survey of LLMs
Paper • 2501.06322 • Published • 1 -
Multi-Agent Collaboration via Evolving Orchestration
Paper • 2505.19591 • Published • 1 -
GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration
Paper • 2412.04440 • Published • 22 -
AgentOrchestra: A Hierarchical Multi-Agent Framework for General-Purpose Task Solving
Paper • 2506.12508 • Published • 1 -
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
Paper • 2407.07061 • Published • 27 -
VideoTetris: Towards Compositional Text-to-Video Generation
Paper • 2406.04277 • Published • 25 -
T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation
Paper • 2407.14505 • Published • 26 -
DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation
Paper • 2411.16657 • Published • 20 -
FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations
Paper • 2411.10818 • Published • 26 -
VideoPoet: A Large Language Model for Zero-Shot Video Generation
Paper • 2312.14125 • Published • 47 -
PIPO: Pipelined Offloading for Efficient Inference on Consumer Devices
Paper • 2504.03664 • Published -
FlexInfer: Breaking Memory Constraint via Flexible and Efficient Offloading for On-Device LLM Inference
Paper • 2503.03777 • Published -
SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs
Paper • 2503.16163 • Published -
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading
Paper • 2502.12574 • Published • 12 -
Seesaw: High-throughput LLM Inference via Model Re-sharding
Paper • 2503.06433 • Published -
MoE-Lens: Towards the Hardware Limit of High-Throughput MoE LLM Serving Under Resource Constraints
Paper • 2504.09345 • Published -
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Paper • 2504.10479 • Published • 298 -
MV-RAG: Retrieval Augmented Multiview Diffusion
Paper • 2508.16577 • Published • 38 -
Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation
Paper • 2508.18032 • Published • 41 -
PosterGen: Aesthetic-Aware Paper-to-Poster Generation via Multi-Agent LLMs
Paper • 2508.17188 • Published • 17 -
Explain Before You Answer: A Survey on Compositional Visual Reasoning
Paper • 2508.17298 • Published • 4 -
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs
Paper • 2508.16153 • Published • 154 -
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Paper • 2508.16279 • Published • 52 -
CineScale: Free Lunch in High-Resolution Cinematic Visual Generation
Paper • 2508.15774 • Published • 20 -
Self-Rewarding Vision-Language Model via Reasoning Decomposition
Paper • 2508.19652 • Published • 84 -
Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies
Paper • 2508.20072 • Published • 31 -
AudioStory: Generating Long-Form Narrative Audio with Large Language Models
Paper • 2508.20088 • Published • 20 -
MotionFlux: Efficient Text-Guided Motion Generation through Rectified Flow Matching and Preference Alignment
Paper • 2508.19527 • Published • 10 -
Taming the Chaos: Coordinated Autoscaling for Heterogeneous and Disaggregated LLM Inference
Paper • 2508.19559 • Published • 6 -
Mixture of Contexts for Long Video Generation
Paper • 2508.21058 • Published • 34 -
rStar2-Agent: Agentic Reasoning Technical Report
Paper • 2508.20722 • Published • 113 -
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning
Paper • 2508.20751 • Published • 89 -
AWorld: Orchestrating the Training Recipe for Agentic AI
Paper • 2508.20404 • Published • 38 -
Dress&Dance: Dress up and Dance as You Like It - Technical Preview
Paper • 2508.21070 • Published • 6 -
ROSE: Remove Objects with Side Effects in Videos
Paper • 2508.18633 • Published • 7 -
EmbodiedOneVision: Interleaved Vision-Text-Action Pretraining for General Robot Control
Paper • 2508.21112 • Published • 75 -
A.S.E: A Repository-Level Benchmark for Evaluating Security in AI-Generated Code
Paper • 2508.18106 • Published • 341 -
R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning
Paper • 2508.21113 • Published • 109 -
AHELM: A Holistic Evaluation of Audio-Language Models
Paper • 2508.21376 • Published • 9 -
Morae: Proactively Pausing UI Agents for User Choices
Paper • 2508.21456 • Published • 5 -
UItron: Foundational GUI Agent with Advanced Perception and Planning
Paper • 2508.21767 • Published • 12 -
Efficient Code Embeddings from Code Generation Models
Paper • 2508.21290 • Published • 18 -
TiKMiX: Take Data Influence into Dynamic Mixture for Language Model Pre-training
Paper • 2508.17677 • Published • 14 -
CLIPSym: Delving into Symmetry Detection with CLIP
Paper • 2508.14197 • Published • 8 -
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
Paper • 2508.21148 • Published • 140 -
Continual Learning for Large Language Models: A Survey
Paper • 2402.01364 • Published • 1 -
Continual Learning with Pre-Trained Models: A Survey
Paper • 2401.16386 • Published • 1 -
Continual Learning: Applications and the Road Forward
Paper • 2311.11908 • Published • 1 -
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Paper • 2509.02547 • Published • 219 -
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
Paper • 2509.02479 • Published • 83 -
ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Long Video Understanding
Paper • 2508.21496 • Published • 54 -
VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use
Paper • 2509.01055 • Published • 72 -
POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion
Paper • 2509.01215 • Published • 50 -
GenCompositor: Generative Video Compositing with Diffusion Transformer
Paper • 2509.02460 • Published • 25 -
OpenVision 2: A Family of Generative Pretrained Visual Encoders for Multimodal Learning
Paper • 2509.01644 • Published • 33 -
Mixture of Global and Local Experts with Diffusion Transformer for Controllable Face Generation
Paper • 2509.00428 • Published • 17 -
From Editor to Dense Geometry Estimator
Paper • 2509.04338 • Published • 91 -
Drawing2CAD: Sequence-to-Sequence Learning for CAD Generation from Vector Drawings
Paper • 2508.18733 • Published • 9 -
Towards a Unified View of Large Language Model Post-Training
Paper • 2509.04419 • Published • 73 -
RedStone: Curating General, Code, Math, and QA Data for Large Language Models
Paper • 2412.03398 • Published • 2 -
RecAgent: A Novel Simulation Paradigm for Recommender Systems
Paper • 2306.02552 • Published • 1 -
Adversarial Data Collection: Human-Collaborative Perturbations for Efficient and Robust Robotic Imitation Learning
Paper • 2503.11646 • Published • 35 -
How do language models learn facts? Dynamics, curricula and hallucinations
Paper • 2503.21676 • Published • 1 -
Investigating Multi-source Active Learning for Natural Language Inference
Paper • 2302.06976 • Published -
Targeted Data Acquisition for Evolving Negotiation Agents
Paper • 2106.07728 • Published -
UniVerse-1: Unified Audio-Video Generation via Stitching of Experts
Paper • 2509.06155 • Published • 13 -
Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models
Paper • 2509.06949 • Published • 56 -
Reinforced Visual Perception with Tools
Paper • 2509.01656 • Published • 31 -
Reinforcement Learning Foundations for Deep Research Systems: A Survey
Paper • 2509.06733 • Published • 31 -
Visual Representation Alignment for Multimodal Large Language Models
Paper • 2509.07979 • Published • 83 -
F1: A Vision-Language-Action Model Bridging Understanding and Generation to Actions
Paper • 2509.06951 • Published • 31 -
A Survey of Reinforcement Learning for Large Reasoning Models
Paper • 2509.08827 • Published • 184 -
EnvX: Agentize Everything with Agentic AI
Paper • 2509.08088 • Published • 7 -
HumanAgencyBench: Scalable Evaluation of Human Agency Support in AI Assistants
Paper • 2509.08494 • Published -
VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model
Paper • 2509.09372 • Published • 233 -
HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning
Paper • 2509.08519 • Published • 126 -
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning
Paper • 2509.09674 • Published • 78 -
Kling-Avatar: Grounding Multimodal Instructions for Cascaded Long-Duration Avatar Animation Synthesis
Paper • 2509.09595 • Published • 48 -
SpatialVID: A Large-Scale Video Dataset with Spatial Annotations
Paper • 2509.09676 • Published • 31 -
Visual Programmability: A Guide for Code-as-Thought in Chart Understanding
Paper • 2509.09286 • Published • 11 -
Agentic Software Engineering: Foundational Pillars and a Research Roadmap
Paper • 2509.06216 • Published • 7 -
AI Agentic Programming: A Survey of Techniques, Challenges, and Opportunities
Paper • 2508.11126 • Published -
Agentic AI Frameworks: Architectures, Protocols, and Design Challenges
Paper • 2508.10146 • Published -
Mind the Gap: A Closer Look at Tokenization for Multiple-Choice Question Answering with LLMs
Paper • 2509.15020 • Published • 4 -
Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality
Paper • 2509.10402 • Published • 5 -
Unleashing the Potential of Multimodal LLMs for Zero-Shot Spatio-Temporal Video Grounding
Paper • 2509.15178 • Published • 6 -
RecoWorld: Building Simulated Environments for Agentic Recommender Systems
Paper • 2509.10397 • Published • 7 -
MultiEdit: Advancing Instruction-based Image Editing on Diverse and Challenging Tasks
Paper • 2509.14638 • Published • 11 -
AToken: A Unified Tokenizer for Vision
Paper • 2509.14476 • Published • 36 -
FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning
Paper • 2509.13160 • Published • 29 -
Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
Paper • 2509.15185 • Published • 29 -
Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation
Paper • 2509.15194 • Published • 33 -
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
Paper • 2509.15221 • Published • 109 -
FlowRL: Matching Reward Distributions for LLM Reasoning
Paper • 2509.15207 • Published • 110 -
Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration
Paper • 2509.14760 • Published • 52 -
MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer
Paper • 2509.16197 • Published • 54 -
Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification
Paper • 2509.15591 • Published • 45 -
Lynx: Towards High-Fidelity Personalized Video Generation
Paper • 2509.15496 • Published • 12 -
LIMI: Less is More for Agency
Paper • 2509.17567 • Published • 100 -
OmniInsert: Mask-Free Video Insertion of Any Reference via Diffusion Transformer Models
Paper • 2509.17627 • Published • 65 -
Qwen3-Omni Technical Report
Paper • 2509.17765 • Published • 133 -
OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System
Paper • 2509.18091 • Published • 33 -
TempSamp-R1: Effective Temporal Sampling with Reinforcement Fine-Tuning for Video LLMs
Paper • 2509.18056 • Published • 27 -
GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning
Paper • 2509.17437 • Published • 17 -
EpiCache: Episodic KV Cache Management for Long Conversational Question Answering
Paper • 2509.17396 • Published • 19 -
SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
Paper • 2509.16941 • Published • 20 -
FlagEval Findings Report: A Preliminary Evaluation of Large Reasoning Models on Automatically Verifiable Textual and Visual Questions
Paper • 2509.17177 • Published • 13 -
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels
Paper • 2509.16596 • Published • 14 -
Reasoning Core: A Scalable RL Environment for LLM Symbolic Reasoning
Paper • 2509.18083 • Published • 5 -
Understanding Embedding Scaling in Collaborative Filtering
Paper • 2509.15709 • Published • 5 -
ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment
Paper • 2509.17818 • Published • 8 -
AuditoryBench++: Can Language Models Understand Auditory Knowledge without Hearing?
Paper • 2509.17641 • Published • 4 -
DIWALI - Diversity and Inclusivity aWare cuLture specific Items for India: Dataset and Assessment of LLMs for Cultural Text Adaptation in Indian Context
Paper • 2509.17399 • Published • 2 -
When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs
Paper • 2509.16633 • Published • 1 -
MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe
Paper • 2509.18154 • Published • 49 -
Hyper-Bagel: A Unified Acceleration Framework for Multimodal Understanding and Generation
Paper • 2509.18824 • Published • 22 -
What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT
Paper • 2509.19284 • Published • 22 -
VIR-Bench: Evaluating Geospatial and Temporal Understanding of MLLMs via Travel Video Itinerary Reconstruction
Paper • 2509.19002 • Published • 2 -
Video models are zero-shot learners and reasoners
Paper • 2509.20328 • Published • 96 -
SIM-CoT: Supervised Implicit Chain-of-Thought
Paper • 2509.20317 • Published • 41 -
EmbeddingGemma: Powerful and Lightweight Text Representations
Paper • 2509.20354 • Published • 39 -
EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning
Paper • 2509.20360 • Published • 17 -
PhysCtrl: Generative Physics for Controllable and Physics-Grounded Video Generation
Paper • 2509.20358 • Published • 14 -
Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation
Paper • 2509.19244 • Published • 11 -
Mixture of Thoughts: Learning to Aggregate What Experts Think, Not Just What They Say
Paper • 2509.21164 • Published • 8 -
VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models
Paper • 2509.19803 • Published • 117 -
SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines
Paper • 2509.21320 • Published • 99 -
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources
Paper • 2509.21268 • Published • 101 -
Tree Search for LLM Agent Reinforcement Learning
Paper • 2509.21240 • Published • 88 -
Seedream 4.0: Toward Next-generation Multimodal Image Generation
Paper • 2509.20427 • Published • 76 -
AutoIntent: AutoML for Text Classification
Paper • 2509.21138 • Published • 33 -
TrustJudge: Inconsistencies of LLM-as-a-Judge and How to Alleviate Them
Paper • 2509.21117 • Published • 29 -
Recon-Act: A Self-Evolving Multi-Agent Browser-Use System via Web Reconnaissance, Tool Generation, and Task Execution
Paper • 2509.21072 • Published • 15 -
Does FLUX Already Know How to Perform Physically Plausible Image Composition?
Paper • 2509.21278 • Published • 14 -
Thinking Augmented Pre-training
Paper • 2509.20186 • Published • 23 -
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory
Paper • 2509.14662 • Published • 13 -
SD3.5-Flash: Distribution-Guided Distillation of Generative Flows
Paper • 2509.21318 • Published • 10 -
Interactive Recommendation Agent with Active User Commands
Paper • 2509.21317 • Published • 5 -
UserRL: Training Interactive User-Centric Agent via Reinforcement Learning
Paper • 2509.19736 • Published • 11 -
MOSS-ChatV: Reinforcement Learning with Process Reasoning Reward for Video Temporal Reasoning
Paper • 2509.21113 • Published • 5 -
SceneWeaver: All-in-One 3D Scene Synthesis with an Extensible and Self-Reflective Agent
Paper • 2509.20414 • Published • 9 -
Thinking While Listening: Simple Test Time Scaling For Audio Classification
Paper • 2509.19676 • Published • 4 -
When Judgment Becomes Noise: How Design Failures in LLM Judge Benchmarks Silently Undermine Validity
Paper • 2509.20293 • Published • 7 -
Discrete Diffusion for Reflective Vision-Language-Action Models in Autonomous Driving
Paper • 2509.20109 • Published • 3 -
CompLLM: Compression for Long Context Q&A
Paper • 2509.19228 • Published • 7 -
Blueprints of Trust: AI System Cards for End to End Transparency and Governance
Paper • 2509.20394 • Published • 2 -
StyleBench: Evaluating thinking styles in Large Language Models
Paper • 2509.20868 • Published • 3 -
OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps
Paper • 2509.19282 • Published • 6 -
LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer
Paper • 2509.22414 • Published • 21 -
UniVid: Unifying Vision Tasks with Pre-trained Video Generation Models
Paper • 2509.21760 • Published • 14 -
VoiceAssistant-Eval: Benchmarking AI Assistants across Listening, Speaking, and Viewing
Paper • 2509.22651 • Published • 22 -
Variational Reasoning for Language Models
Paper • 2509.22637 • Published • 68 -
LongLive: Real-time Interactive Long Video Generation
Paper • 2509.22622 • Published • 179 -
A Survey of Interactive Generative Video
Paper • 2504.21853 • Published • 46 -
Evaluating Very Long-Term Conversational Memory of LLM Agents
Paper • 2402.17753 • Published • 20 -
VBench: Comprehensive Benchmark Suite for Video Generative Models
Paper • 2311.17982 • Published • 9 -
VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness
Paper • 2503.21755 • Published • 33 -
VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models
Paper • 2411.13503 • Published • 34 -
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
Paper • 2406.16855 • Published • 57 -
VCBench: Benchmarking LLMs in Venture Capital
Paper • 2509.14448 • Published -
AI-GenBench: A New Ongoing Benchmark for AI-Generated Image Detection
Paper • 2504.20865 • Published -
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices
Paper • 2506.17538 • Published • 7 -
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol
Paper • 2503.05860 • Published • 11 -
MERA Code: A Unified Framework for Evaluating Code Generation Across Tasks
Paper • 2507.12284 • Published • 1 -
Benchmarking Neural Network Training Algorithms
Paper • 2306.07179 • Published • 23 -
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation
Paper • 2406.14991 • Published • 2 -
BenchHub: A Unified Benchmark Suite for Holistic and Customizable LLM Evaluation
Paper • 2506.00482 • Published • 8 -
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Paper • 2406.15877 • Published • 48 -
MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains
Paper • 2407.18961 • Published • 40 -
ImgEdit: A Unified Image Editing Dataset and Benchmark
Paper • 2505.20275 • Published • 18 -
GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation
Paper • 2504.02782 • Published • 57 -
7Bench: a Comprehensive Benchmark for Layout-guided Text-to-image Models
Paper • 2508.12919 • Published -
Instruction-Following Evaluation in Function Calling for Large Language Models
Paper • 2509.18420 • Published • 1 -
MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
Paper • 2509.22186 • Published • 127 -
StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs
Paper • 2509.22220 • Published • 64 -
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark
Paper • 2509.24897 • Published • 46 -
OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing
Paper • 2509.24900 • Published • 53 -
BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset
Paper • 2505.09568 • Published • 98 -
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
Paper • 2505.02567 • Published • 80 -
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models
Paper • 2406.12644 • Published • 5 -
ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies
Paper • 2506.12830 • Published -
CompBench: Benchmarking Complex Instruction-guided Image Editing
Paper • 2505.12200 • Published -
Draw-In-Mind: Learning Precise Image Editing via Chain-of-Thought Imagination
Paper • 2509.01986 • Published • 4 -
GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment
Paper • 2310.11513 • Published • 1 -
Visual Jigsaw Post-Training Improves MLLMs
Paper • 2509.25190 • Published • 35 -
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
Paper • 2509.24695 • Published • 43 -
Democratizing AI scientists using ToolUniverse
Paper • 2509.23426 • Published • 39 -
EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering
Paper • 2509.25175 • Published • 29 -
Towards Personalized Deep Research: Benchmarks and Evaluations
Paper • 2509.25106 • Published • 27 -
VideoScore2: Think before You Score in Generative Video Evaluation
Paper • 2509.22799 • Published • 24 -
MMPB: It's Time for Multi-Modal Personalization
Paper • 2509.22820 • Published • 14 -
Personalization of Large Language Models: A Survey
Paper • 2411.00027 • Published • 33 -
Rolling Forcing: Autoregressive Long Video Diffusion in Real Time
Paper • 2509.25161 • Published • 23 -
HunyuanImage 3.0 Technical Report
Paper • 2509.23951 • Published • 21 -
PixelCraft: A Multi-Agent System for High-Fidelity Visual Reasoning on Structured Images
Paper • 2509.25185 • Published • 4 -
Local Success Does Not Compose: Benchmarking Large Language Models for Compositional Formal Verification
Paper • 2509.23061 • Published • 6 -
UniVid: The Open-Source Unified Video Model
Paper • 2509.24200 • Published • 4 -
PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation
Paper • 2509.23338 • Published • 4 -
BPMN Assistant: An LLM-Based Approach to Business Process Modeling
Paper • 2509.24592 • Published • 1 -
Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models
Paper • 2509.23233 • Published • 2 -
Advancing Reference-free Evaluation of Video Captions with Factual Analysis
Paper • 2509.16538 • Published -
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use
Paper • 2509.24002 • Published • 170 -
OceanGym: A Benchmark Environment for Underwater Embodied Agents
Paper • 2509.26536 • Published • 34 -
DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder
Paper • 2509.25182 • Published • 36 -
Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training
Paper • 2509.26625 • Published • 43 -
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications
Paper • 2509.26490 • Published • 19 -
dParallel: Learnable Parallel Decoding for dLLMs
Paper • 2509.26488 • Published • 19 -
DA^2: Depth Anything in Any Direction
Paper • 2509.26618 • Published • 25 -
TAU: A Benchmark for Cultural Sound Understanding Beyond Semantics
Paper • 2509.26329 • Published • 2 -
Video Object Segmentation-Aware Audio Generation
Paper • 2509.26604 • Published • 1 -
BuildBench: Benchmarking LLM Agents on Compiling Real-World Open-Source Software
Paper • 2509.25248 • Published • 2 -
Stable Cinemetrics : Structured Taxonomy and Evaluation for Professional Video Generation
Paper • 2509.26555 • Published -
Regression Language Models for Code
Paper • 2509.26476 • Published • 16 -
The Pitfalls of KV Cache Compression
Paper • 2510.00231 • Published • 4 -
Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents
Paper • 2509.26539 • Published • 8 -
LayerD: Decomposing Raster Graphic Designs into Layers
Paper • 2509.25134 • Published • 1 -
Improving Editability in Image Generation with Layer-wise Memory
Paper • 2505.01079 • Published • 29 -
Generative Image Layer Decomposition with Visual Effects
Paper • 2411.17864 • Published -
Edit Transfer: Learning Image Editing via Vision In-Context Relations
Paper • 2503.13327 • Published • 29 -
Text2Layer: Layered Image Generation using Latent Diffusion Model
Paper • 2307.09781 • Published • 15 -
Code2Video: A Code-centric Paradigm for Educational Video Generation
Paper • 2510.01174 • Published • 33 -
GEM: A Gym for Agentic LLMs
Paper • 2510.01051 • Published • 87 -
BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses
Paper • 2510.00232 • Published • 15 -
In-Place Feedback: A New Paradigm for Guiding LLMs in Multi-Turn Reasoning
Paper • 2510.00777 • Published • 2 -
An Empirical Study of Testing Practices in Open Source AI Agent Frameworks and Agentic Applications
Paper • 2509.19185 • Published • 3 -
Can Large Multimodal Models Uncover Deep Semantics Behind Images?
Paper • 2402.11281 • Published • 1 -
Aligning Visual Foundation Encoders to Tokenizers for Diffusion Models
Paper • 2509.25162 • Published • 3 -
BindWeave: Subject-Consistent Video Generation via Cross-Modal Integration
Paper • 2510.00438 • Published • 4 -
BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs
Paper • 2509.26514 • Published • 3 -
Eliciting Secret Knowledge from Language Models
Paper • 2510.01070 • Published • 4 -
Self-Forcing++: Towards Minute-Scale High-Quality Video Generation
Paper • 2510.02283 • Published • 91 -
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?
Paper • 2510.02209 • Published • 51 -
BloombergGPT: A Large Language Model for Finance
Paper • 2303.17564 • Published • 26 -
Ovi: Twin Backbone Cross-Modal Fusion for Audio-Video Generation
Paper • 2510.01284 • Published • 31 -
A Rigorous Benchmark with Multidimensional Evaluation for Deep Research Agents: From Answers to Reports
Paper • 2510.02190 • Published • 18 -
VIRTUE: Visual-Interactive Text-Image Universal Embedder
Paper • 2510.00523 • Published • 6 -
Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs
Paper • 2504.17432 • Published • 39 -
LLM2CLIP: Powerful Language Model Unlock Richer Visual Representation
Paper • 2411.04997 • Published • 39 -
Veagle: Advancements in Multimodal Representation Learning
Paper • 2403.08773 • Published • 10 -
CoDA: Agentic Systems for Collaborative Data Visualization
Paper • 2510.03194 • Published • 28 -
SurveyBench: How Well Can LLM(-Agents) Write Academic Surveys?
Paper • 2510.03120 • Published • 6 -
Paper2Video: Automatic Video Generation from Scientific Papers
Paper • 2510.05096 • Published • 109 -
VChain: Chain-of-Visual-Thought for Reasoning in Video Generation
Paper • 2510.05094 • Published • 36 -
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
Paper • 2510.04618 • Published • 112 -
Hybrid Architectures for Language Models: Systematic Analysis and Design Insights
Paper • 2510.04800 • Published • 36 -
Cache-to-Cache: Direct Semantic Communication Between Large Language Models
Paper • 2510.03215 • Published • 93 -
Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer
Paper • 2510.06590 • Published • 70 -
Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding
Paper • 2510.06308 • Published • 52 -
SHANKS: Simultaneous Hearing and Thinking for Spoken Language Models
Paper • 2510.06917 • Published • 34 -
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization
Paper • 2510.08540 • Published • 108 -
MATRIX: Mask Track Alignment for Interaction-aware Video Generation
Paper • 2510.07310 • Published • 35 -
RLinf-VLA: A Unified and Efficient Framework for VLA+RL Training
Paper • 2510.06710 • Published • 36 -
Vibe Checker: Aligning Code Evaluation with Human Preference
Paper • 2510.07315 • Published • 30 -
Online Generic Event Boundary Detection
Paper • 2510.06855 • Published • 3 -
Bridging Text and Video Generation: A Survey
Paper • 2510.04999 • Published • 3 -
U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking
Paper • 2510.07041 • Published • 3 -
DeepTravel: An End-to-End Agentic Reinforcement Learning Framework for Autonomous Travel Planning Agents
Paper • 2509.21842 • Published • 2 -
Agent Learning via Early Experience
Paper • 2510.08558 • Published • 255 -
UniVideo: Unified Understanding, Generation, and Editing for Videos
Paper • 2510.08377 • Published • 68 -
UniMMVSR: A Unified Multi-Modal Framework for Cascaded Video Super-Resolution
Paper • 2510.08143 • Published • 20 -
UNIDOC-BENCH: A Unified Benchmark for Document-Centric Multimodal RAG
Paper • 2510.03663 • Published • 15 -
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents
Paper • 2510.07172 • Published • 28 -
VideoCanvas: Unified Video Completion from Arbitrary Spatiotemporal Patches via In-Context Conditioning
Paper • 2510.08555 • Published • 62 -
Recycling Pretrained Checkpoints: Orthogonal Growth of Mixture-of-Experts for Efficient Large Language Model Pre-Training
Paper • 2510.08008 • Published • 5 -
Learning to Route LLMs from Bandit Feedback: One Policy, Many Trade-offs
Paper • 2510.07429 • Published • 3 -
Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window
Paper • 2510.08276 • Published • 9 -
SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models
Paper • 2510.08559 • Published • 8 -
Character Mixing for Video Generation
Paper • 2510.05093 • Published • 6 -
WithAnyone: Towards Controllable and ID Consistent Image Generation
Paper • 2510.14975 • Published • 79 -
From Pixels to Words -- Towards Native Vision-Language Primitives at Scale
Paper • 2510.14979 • Published • 65 -
Attention Is All You Need for KV Cache in Diffusion LLMs
Paper • 2510.14973 • Published • 37 -
LLM-guided Hierarchical Retrieval
Paper • 2510.13217 • Published • 16 -
Qwen3Guard Technical Report
Paper • 2510.14276 • Published • 13 -
Learning an Image Editing Model without Image Editing Pairs
Paper • 2510.14978 • Published • 7 -
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation
Paper • 2510.14974 • Published • 7 -
RAGCap-Bench: Benchmarking Capabilities of LLMs in Agentic Retrieval Augmented Generation Systems
Paper • 2510.13910 • Published • 1 -
DeepAgent: A General Reasoning Agent with Scalable Toolsets
Paper • 2510.21618 • Published • 90 -
Video-As-Prompt: Unified Semantic Control for Video Generation
Paper • 2510.20888 • Published • 41 -
UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning
Paper • 2510.20286 • Published • 22 -
From Denoising to Refining: A Corrective Framework for Vision-Language Diffusion Model
Paper • 2510.19871 • Published • 28 -
RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging
Paper • 2510.20479 • Published • 11 -
Map the Flow: Revealing Hidden Pathways of Information in VideoLLMs
Paper • 2510.13251 • Published • 12 -
Model Merging with Functional Dual Anchors
Paper • 2510.21223 • Published • 11 -
RAPO++: Cross-Stage Prompt Optimization for Text-to-Video Generation via Data Alignment and Test-Time Scaling
Paper • 2510.20206 • Published • 11 -
A Definition of AGI
Paper • 2510.18212 • Published • 33 -
Visual Diffusion Models are Geometric Solvers
Paper • 2510.21697 • Published • 17 -
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
Paper • 2510.21652 • Published • 3 -
ARC-Encoder: learning compressed text representations for large language models
Paper • 2510.20535 • Published • 5 -
Taming Modality Entanglement in Continual Audio-Visual Segmentation
Paper • 2510.17234 • Published • 3 -
MemOS: A Memory OS for AI System
Paper • 2507.03724 • Published • 153 -
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Paper • 2307.16789 • Published • 101 -
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs
Paper • 2304.08244 • Published • 1 -
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
Paper • 2501.02506 • Published • 11 -
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
Paper • 2207.01206 • Published • 3 -
GAIA: a benchmark for General AI Assistants
Paper • 2311.12983 • Published • 237 -
Task Vectors are Cross-Modal
Paper • 2410.22330 • Published • 11 -
In-Context Learning Creates Task Vectors
Paper • 2310.15916 • Published • 43 -
Group Relative Attention Guidance for Image Editing
Paper • 2510.24657 • Published • 20 -
OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents
Paper • 2510.24563 • Published • 22 -
WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking
Paper • 2510.24697 • Published • 20 -
BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions
Paper • 2510.10666 • Published • 27 -
WideSearch: Benchmarking Agentic Broad Info-Seeking
Paper • 2508.07999 • Published • 109 -
SealQA: Raising the Bar for Reasoning in Search-Augmented Language Models
Paper • 2506.01062 • Published • 5 -
Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance
Paper • 2510.24711 • Published • 18 -
VisJudge-Bench: Aesthetics and Quality Assessment of Visualizations
Paper • 2510.22373 • Published • 7 -
PatenTEB: A Comprehensive Benchmark and Model Family for Patent Text Embedding
Paper • 2510.22264 • Published • 1 -
Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark
Paper • 2510.26802 • Published • 28 -
AMO-Bench: Large Language Models Still Struggle in High School Math Competitions
Paper • 2510.26768 • Published • 30 -
The Era of Agentic Organization: Learning to Organize with Language Models
Paper • 2510.26658 • Published • 20 -
OmniLayout: Enabling Coarse-to-Fine Learning with LLMs for Universal Document Layout Generation
Paper • 2510.26213 • Published • 8 -
Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets
Paper • 2510.25779 • Published • 8 -
CRAG-MM: Multi-modal Multi-turn Comprehensive RAG Benchmark
Paper • 2510.26160 • Published • 3 -
ChartAB: A Benchmark for Chart Grounding & Dense Alignment
Paper • 2510.26781 • Published -
Emu3.5: Native Multimodal Models are World Learners
Paper • 2510.26583 • Published • 68 -
The End of Manual Decoding: Towards Truly End-to-End Language Models
Paper • 2510.26697 • Published • 90 -
Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning
Paper • 2510.23473 • Published • 79 -
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence
Paper • 2510.23538 • Published • 90 -
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution
Paper • 2510.25726 • Published • 41 -
VFXMaster: Unlocking Dynamic Visual Effect Generation via In-Context Learning
Paper • 2510.25772 • Published • 32 -
The Principles of Diffusion Models
Paper • 2510.21890 • Published • 35 -
RegionE: Adaptive Region-Aware Generation for Efficient Image Editing
Paper • 2510.25590 • Published • 24 -
Multimodal Spatial Reasoning in the Large Model Era: A Survey and Benchmarks
Paper • 2510.25760 • Published • 16 -
SeeingEye: Agentic Information Flow Unlocks Multimodal Reasoning In Text-only LLMs
Paper • 2510.25092 • Published • 6 -
Reasoning Language Model Inference Serving Unveiled: An Empirical Study
Paper • 2510.18672 • Published • 6 -
InteractComp: Evaluating Search Agents With Ambiguous Queries
Paper • 2510.24668 • Published • 94