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Collections including paper arxiv:2410.10594

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

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 • 40
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, 2025 • 62
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 Oct 10, 2025 • 5
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

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

8B • Updated Dec 7, 2025 • 8.27k • 5
openbmb/EVisRAG-3B

4B • Updated Oct 14, 2025 • 10.4k • 2

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 • 30
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
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

Don’t forget me

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 47
A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt Learning

Paper • 2304.14856 • Published Apr 28, 2023 • 1
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token

Paper • 2405.13792 • Published May 22, 2024 • 1
Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models

Paper • 2404.04522 • Published Apr 6, 2024

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 • 29
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 • 12
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 • 37
AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability

Paper • 2405.14129 • Published May 23, 2024 • 14

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

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

Paper • 2402.04252 • Published Feb 6, 2024 • 30
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
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

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

Don’t forget me

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 47
A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt Learning

Paper • 2304.14856 • Published Apr 28, 2023 • 1
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token

Paper • 2405.13792 • Published May 22, 2024 • 1
Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models

Paper • 2404.04522 • Published Apr 6, 2024

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

Paper • 2408.02545 • Published Aug 5, 2024 • 40
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, 2025 • 62
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 • 29
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 Oct 10, 2025 • 5
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

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

8B • Updated Dec 7, 2025 • 8.27k • 5
openbmb/EVisRAG-3B

4B • Updated Oct 14, 2025 • 10.4k • 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

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

Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs

Paper • 2403.12596 • Published Mar 19, 2024 • 12
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 • 37
AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability

Paper • 2405.14129 • Published May 23, 2024 • 14

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