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Collections including paper arxiv:2409.01071

long-context-mllm

Visual Context Window Extension: A New Perspective for Long Video Understanding

Paper • 2409.20018 • Published Sep 30, 2024 • 11
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture

Paper • 2409.02889 • Published Sep 4, 2024 • 54
Long Context Transfer from Language to Vision

Paper • 2406.16852 • Published Jun 24, 2024 • 33
lmms-lab/LongVA-7B-DPO

Text Generation • 8B • Updated Jun 26, 2024 • 82 • 10

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

Vision Language Models

BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 26
TextSquare: Scaling up Text-Centric Visual Instruction Tuning

Paper • 2404.12803 • Published Apr 19, 2024 • 30
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Paper • 2404.13013 • Published Apr 19, 2024 • 31
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Paper • 2404.06512 • Published Apr 9, 2024 • 30

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

Paper • 2402.04252 • Published Feb 6, 2024 • 29
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

Distilling Vision-Language Models on Millions of Videos

Paper • 2401.06129 • Published Jan 11, 2024 • 18
Koala: Key frame-conditioned long video-LLM

Paper • 2404.04346 • Published Apr 5, 2024 • 7
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding

Paper • 2404.05726 • Published Apr 8, 2024 • 23
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding

Paper • 2406.07471 • Published Jun 11, 2024 • 1

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34
Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks

Paper • 2407.08454 • Published Jul 11, 2024
VideoLLaMB: Long-context Video Understanding with Recurrent Memory Bridges

Paper • 2409.01071 • Published Sep 2, 2024 • 27
Spinning the Golden Thread: Benchmarking Long-Form Generation in Language Models

Paper • 2409.02076 • Published Sep 3, 2024 • 12

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

Paper • 2405.14129 • Published May 23, 2024 • 14

long-context-mllm

Visual Context Window Extension: A New Perspective for Long Video Understanding

Paper • 2409.20018 • Published Sep 30, 2024 • 11
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture

Paper • 2409.02889 • Published Sep 4, 2024 • 54
Long Context Transfer from Language to Vision

Paper • 2406.16852 • Published Jun 24, 2024 • 33
lmms-lab/LongVA-7B-DPO

Text Generation • 8B • Updated Jun 26, 2024 • 82 • 10

Distilling Vision-Language Models on Millions of Videos

Paper • 2401.06129 • Published Jan 11, 2024 • 18
Koala: Key frame-conditioned long video-LLM

Paper • 2404.04346 • Published Apr 5, 2024 • 7
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding

Paper • 2404.05726 • Published Apr 8, 2024 • 23
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding

Paper • 2406.07471 • Published Jun 11, 2024 • 1

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

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34
Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks

Paper • 2407.08454 • Published Jul 11, 2024
VideoLLaMB: Long-context Video Understanding with Recurrent Memory Bridges

Paper • 2409.01071 • Published Sep 2, 2024 • 27
Spinning the Golden Thread: Benchmarking Long-Form Generation in Language Models

Paper • 2409.02076 • Published Sep 3, 2024 • 12

Vision Language Models

BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 26
TextSquare: Scaling up Text-Centric Visual Instruction Tuning

Paper • 2404.12803 • Published Apr 19, 2024 • 30
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Paper • 2404.13013 • Published Apr 19, 2024 • 31
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Paper • 2404.06512 • Published Apr 9, 2024 • 30

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

Paper • 2405.14129 • Published May 23, 2024 • 14

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

Paper • 2402.04252 • Published Feb 6, 2024 • 29
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

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