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Collections including paper arxiv:2401.06129

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training

Paper • 2401.00849 • Published Jan 1, 2024 • 17
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 51
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing

Paper • 2311.00571 • Published Nov 1, 2023 • 43

Video Understanding

Vript: A Video Is Worth Thousands of Words

Paper • 2406.06040 • Published Jun 10, 2024 • 28
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions

Paper • 2406.04325 • Published Jun 6, 2024 • 74
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Paper • 2406.01574 • Published Jun 3, 2024 • 51
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Paper • 2405.21075 • Published May 31, 2024 • 26

Distilling Vision-Language Models on Millions of Videos

Paper • 2401.06129 • Published Jan 11, 2024 • 18
LEGO:Language Enhanced Multi-modal Grounding Model

Paper • 2401.06071 • Published Jan 11, 2024 • 12

TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones

Paper • 2312.16862 • Published Dec 28, 2023 • 31
Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision, Language, Audio, and Action

Paper • 2312.17172 • Published Dec 28, 2023 • 30
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers

Paper • 2401.01974 • Published Jan 3, 2024 • 7
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations

Paper • 2401.01885 • Published Jan 3, 2024 • 28

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

Language-Vision

Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models

Paper • 2312.06109 • Published Dec 11, 2023 • 21
Distilling Vision-Language Models on Millions of Videos

Paper • 2401.06129 • Published Jan 11, 2024 • 18
MLLMs-Augmented Visual-Language Representation Learning

Paper • 2311.18765 • Published Nov 30, 2023 • 1

SIGNeRF: Scene Integrated Generation for Neural Radiance Fields

Paper • 2401.01647 • Published Jan 3, 2024 • 13
Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions

Paper • 2401.01827 • Published Jan 3, 2024 • 18
VideoDrafter: Content-Consistent Multi-Scene Video Generation with LLM

Paper • 2401.01256 • Published Jan 2, 2024 • 22
TrailBlazer: Trajectory Control for Diffusion-Based Video Generation

Paper • 2401.00896 • Published Dec 31, 2023 • 15

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training

Paper • 2401.00849 • Published Jan 1, 2024 • 17
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 51
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing

Paper • 2311.00571 • Published Nov 1, 2023 • 43

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

Video Understanding

Vript: A Video Is Worth Thousands of Words

Paper • 2406.06040 • Published Jun 10, 2024 • 28
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions

Paper • 2406.04325 • Published Jun 6, 2024 • 74
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Paper • 2406.01574 • Published Jun 3, 2024 • 51
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Paper • 2405.21075 • Published May 31, 2024 • 26

Language-Vision

Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models

Paper • 2312.06109 • Published Dec 11, 2023 • 21
Distilling Vision-Language Models on Millions of Videos

Paper • 2401.06129 • Published Jan 11, 2024 • 18
MLLMs-Augmented Visual-Language Representation Learning

Paper • 2311.18765 • Published Nov 30, 2023 • 1

Distilling Vision-Language Models on Millions of Videos

Paper • 2401.06129 • Published Jan 11, 2024 • 18
LEGO:Language Enhanced Multi-modal Grounding Model

Paper • 2401.06071 • Published Jan 11, 2024 • 12

SIGNeRF: Scene Integrated Generation for Neural Radiance Fields

Paper • 2401.01647 • Published Jan 3, 2024 • 13
Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions

Paper • 2401.01827 • Published Jan 3, 2024 • 18
VideoDrafter: Content-Consistent Multi-Scene Video Generation with LLM

Paper • 2401.01256 • Published Jan 2, 2024 • 22
TrailBlazer: Trajectory Control for Diffusion-Based Video Generation

Paper • 2401.00896 • Published Dec 31, 2023 • 15

TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones

Paper • 2312.16862 • Published Dec 28, 2023 • 31
Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision, Language, Audio, and Action

Paper • 2312.17172 • Published Dec 28, 2023 • 30
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers

Paper • 2401.01974 • Published Jan 3, 2024 • 7
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations

Paper • 2401.01885 • Published Jan 3, 2024 • 28

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