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Collections including paper arxiv:2407.15841

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

Paper • 2402.04252 • Published Feb 6 • 25
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6 • 12
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7 • 38
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7 • 19

Multimodal Language Model

What does matter besides data receipt when training a Multimodal language model?

LLaVA-OneVision: Easy Visual Task Transfer

Paper • 2408.03326 • Published Aug 6 • 59
VILA^2: VILA Augmented VILA

Paper • 2407.17453 • Published Jul 24 • 38
PaliGemma: A versatile 3B VLM for transfer

Paper • 2407.07726 • Published Jul 10 • 66
openbmb/MiniCPM-V-2_6

Image-Text-to-Text • Updated 25 days ago • 135k • 800

SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models

Paper • 2407.15841 • Published Jul 22 • 39

SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models

Paper • 2407.15841 • Published Jul 22 • 39
Stable Audio Open

Paper • 2407.14358 • Published Jul 19 • 23
PlacidDreamer: Advancing Harmony in Text-to-3D Generation

Paper • 2407.13976 • Published Jul 19 • 5
Efficient Audio Captioning with Encoder-Level Knowledge Distillation

Paper • 2407.14329 • Published Jul 19 • 4

Video Understanding

SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models

Paper • 2407.15841 • Published Jul 22 • 39

Multimodality Video LVM

Goldfish: Vision-Language Understanding of Arbitrarily Long Videos

Paper • 2407.12679 • Published Jul 17 • 7
SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models

Paper • 2407.15841 • Published Jul 22 • 39
LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Paper • 2408.10188 • Published Aug 19 • 51

Distilling Vision-Language Models on Millions of Videos

Paper • 2401.06129 • Published Jan 11 • 14
Koala: Key frame-conditioned long video-LLM

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

Paper • 2404.05726 • Published Apr 8 • 20
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding

Paper • 2406.07471 • Published Jun 11 • 1

Video Understanding

Vript: A Video Is Worth Thousands of Words

Paper • 2406.06040 • Published Jun 10 • 22
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions

Paper • 2406.04325 • Published Jun 6 • 71
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Paper • 2406.01574 • Published Jun 3 • 42
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Paper • 2405.21075 • Published May 31 • 18

iVideoGPT: Interactive VideoGPTs are Scalable World Models

Paper • 2405.15223 • Published May 24 • 12
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24 • 53
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 85
Matryoshka Multimodal Models

Paper • 2405.17430 • Published May 27 • 30

MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training

Paper • 2311.17049 • Published Nov 28, 2023
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Paper • 2405.04434 • Published May 7 • 13
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision

Paper • 2303.17376 • Published Mar 30, 2023
Sigmoid Loss for Language Image Pre-Training

Paper • 2303.15343 • Published Mar 27, 2023 • 4

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