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upvoted 4 papers 2 days ago

Conan: Progressive Learning to Reason Like a Detective over Multi-Scale Visual Evidence

Paper • 2510.20470 • Published 4 days ago • 11

Search Self-play: Pushing the Frontier of Agent Capability without Supervision

Paper • 2510.18821 • Published 5 days ago • 14

The Massive Legal Embedding Benchmark (MLEB)

Paper • 2510.19365 • Published 5 days ago • 16

Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence

Paper • 2510.20579 • Published 4 days ago • 45

upvoted 3 papers 3 days ago

KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Augmentations and Constraints

Paper • 2510.19316 • Published 5 days ago • 7

Directional Reasoning Injection for Fine-Tuning MLLMs

Paper • 2510.15050 • Published 10 days ago • 10

LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published 5 days ago • 54

upvoted 3 papers 4 days ago

Video Reasoning without Training

Paper • 2510.17045 • Published 7 days ago • 6

ProCLIP: Progressive Vision-Language Alignment via LLM-based Embedder

Paper • 2510.18795 • Published 5 days ago • 9

Chem-R: Learning to Reason as a Chemist

Paper • 2510.16880 • Published 8 days ago • 50

upvoted 5 papers 5 days ago

Agentic Reinforcement Learning for Search is Unsafe

Paper • 2510.17431 • Published 7 days ago • 4

Deep Self-Evolving Reasoning

Paper • 2510.17498 • Published 7 days ago • 9

RL makes MLLMs see better than SFT

Paper • 2510.16333 • Published 9 days ago • 43

Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation

Paper • 2510.17354 • Published 7 days ago • 32

FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published 7 days ago • 54

upvoted 5 papers 6 days ago

Train a Unified Multimodal Data Quality Classifier with Synthetic Data

Paper • 2510.15162 • Published 10 days ago • 2

A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning

Paper • 2510.15444 • Published 10 days ago • 137

BLIP3o-NEXT: Next Frontier of Native Image Generation

Paper • 2510.15857 • Published 9 days ago • 21

VISTA: A Test-Time Self-Improving Video Generation Agent

Paper • 2510.15831 • Published 9 days ago • 18

Language Models Model Language

Paper • 2510.12766 • Published 12 days ago • 23