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Collections including paper arxiv:2410.10594

iVideoGPT: Interactive VideoGPTs are Scalable World Models

Paper • 2405.15223 • Published May 24, 2024 • 17
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24, 2024 • 55
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27, 2024 • 90
Matryoshka Multimodal Models

Paper • 2405.17430 • Published May 27, 2024 • 34

RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation

Paper • 2408.02545 • Published Aug 5, 2024 • 39
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation

Paper • 2407.01102 • Published Jul 1, 2024
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities

Paper • 2504.20734 • Published Apr 29 • 61
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

Paper • 2410.10594 • Published Oct 14, 2024 • 29

Parsing-free RAG supported by VLMs

VisRAG 2.0: Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation

Paper • 2510.09733 • Published 22 days ago • 3
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

Paper • 2410.10594 • Published Oct 14, 2024 • 29
Boggy666/EVisRAG-7B

8B • Updated 14 days ago • 61 • 2
hmhm1229/EVisRAG-Train

Viewer • Updated 12 days ago • 500 • 129 • 2

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 34
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Paper • 2409.11406 • Published Sep 17, 2024 • 27
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 126
Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17, 2024 • 22

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

about 18 hours ago

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 23
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 84
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation

Paper • 2412.10704 • Published Dec 14, 2024 • 16
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding

Paper • 2411.04952 • Published Nov 7, 2024 • 30
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

Paper • 2410.10594 • Published Oct 14, 2024 • 29

DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation

Paper • 2410.00201 • Published Sep 30, 2024
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems

Paper • 2409.19804 • Published Sep 29, 2024
Rethinking Conventional Wisdom in Machine Learning: From Generalization to Scaling

Paper • 2409.15156 • Published Sep 23, 2024
Just ASR + LLM? A Study on Speech Large Language Models' Ability to Identify and Understand Speaker in Spoken Dialogue

Paper • 2409.04927 • Published Sep 7, 2024

Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs

Paper • 2403.12596 • Published Mar 19, 2024 • 11
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Paper • 2404.13013 • Published Apr 19, 2024 • 31
PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning

Paper • 2404.16994 • Published Apr 25, 2024 • 36
AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability

Paper • 2405.14129 • Published May 23, 2024 • 14

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 78
REST: Retrieval-Based Speculative Decoding

Paper • 2311.08252 • Published Nov 14, 2023
Active Retrieval Augmented Generation

Paper • 2305.06983 • Published May 11, 2023 • 3
Retrieval-Augmented Generation for Large Language Models: A Survey

Paper • 2312.10997 • Published Dec 18, 2023 • 12

iVideoGPT: Interactive VideoGPTs are Scalable World Models

Paper • 2405.15223 • Published May 24, 2024 • 17
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24, 2024 • 55
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27, 2024 • 90
Matryoshka Multimodal Models

Paper • 2405.17430 • Published May 27, 2024 • 34

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation

Paper • 2408.02545 • Published Aug 5, 2024 • 39
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation

Paper • 2407.01102 • Published Jul 1, 2024
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities

Paper • 2504.20734 • Published Apr 29 • 61
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

Paper • 2410.10594 • Published Oct 14, 2024 • 29

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation

Paper • 2412.10704 • Published Dec 14, 2024 • 16
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding

Paper • 2411.04952 • Published Nov 7, 2024 • 30
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

Paper • 2410.10594 • Published Oct 14, 2024 • 29

Parsing-free RAG supported by VLMs

VisRAG 2.0: Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation

Paper • 2510.09733 • Published 22 days ago • 3
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

Paper • 2410.10594 • Published Oct 14, 2024 • 29
Boggy666/EVisRAG-7B

8B • Updated 14 days ago • 61 • 2
hmhm1229/EVisRAG-Train

Viewer • Updated 12 days ago • 500 • 129 • 2

DreamStruct: Understanding Slides and User Interfaces via Synthetic Data Generation

Paper • 2410.00201 • Published Sep 30, 2024
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems

Paper • 2409.19804 • Published Sep 29, 2024
Rethinking Conventional Wisdom in Machine Learning: From Generalization to Scaling

Paper • 2409.15156 • Published Sep 23, 2024
Just ASR + LLM? A Study on Speech Large Language Models' Ability to Identify and Understand Speaker in Spoken Dialogue

Paper • 2409.04927 • Published Sep 7, 2024

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 34
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Paper • 2409.11406 • Published Sep 17, 2024 • 27
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 126
Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17, 2024 • 22

Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs

Paper • 2403.12596 • Published Mar 19, 2024 • 11
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Paper • 2404.13013 • Published Apr 19, 2024 • 31
PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning

Paper • 2404.16994 • Published Apr 25, 2024 • 36
AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability

Paper • 2405.14129 • Published May 23, 2024 • 14

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

about 18 hours ago

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 23
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 84
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 78
REST: Retrieval-Based Speculative Decoding

Paper • 2311.08252 • Published Nov 14, 2023
Active Retrieval Augmented Generation

Paper • 2305.06983 • Published May 11, 2023 • 3
Retrieval-Augmented Generation for Large Language Models: A Survey

Paper • 2312.10997 • Published Dec 18, 2023 • 12

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