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Collections including paper arxiv:2501.00599

VLM 👁️👁️

2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published 17 days ago • 95
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Paper • 2412.19723 • Published 22 days ago • 79
VisionZip: Longer is Better but Not Necessary in Vision Language Models

Paper • 2412.04467 • Published Dec 5, 2024 • 105
PaliGemma 2: A Family of Versatile VLMs for Transfer

Paper • 2412.03555 • Published Dec 4, 2024 • 124

DAMO-NLP-SG/VideoRefer-7B

Visual Question Answering • Updated 18 days ago • 110 • 3
DAMO-NLP-SG/VideoRefer-7B-stage2

Visual Question Answering • Updated 18 days ago • 14 • 1
DAMO-NLP-SG/VideoRefer-7B-stage2.5

Visual Question Answering • Updated 18 days ago • 35 • 2
DAMO-NLP-SG/VideoRefer-Bench

Updated 18 days ago • 37

Image-Video MultiModal Understanding

Apollo: An Exploration of Video Understanding in Large Multimodal Models

Paper • 2412.10360 • Published Dec 13, 2024 • 139
SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning Stabilization

Paper • 2501.01245 • Published 16 days ago • 5
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM

Paper • 2501.00599 • Published 18 days ago • 41
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks

Paper • 2501.08326 • Published 4 days ago • 30

StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation

Paper • 2405.01434 • Published May 2, 2024 • 54
TransPixar: Advancing Text-to-Video Generation with Transparency

Paper • 2501.03006 • Published 12 days ago • 22
CPA: Camera-pose-awareness Diffusion Transformer for Video Generation

Paper • 2412.01429 • Published Dec 2, 2024
Ingredients: Blending Custom Photos with Video Diffusion Transformers

Paper • 2501.01790 • Published 15 days ago • 8

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

Paper • 2402.04252 • Published Feb 6, 2024 • 25
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 12
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 41
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 22

WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens

Paper • 2401.09985 • Published Jan 18, 2024 • 15
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects

Paper • 2401.09962 • Published Jan 18, 2024 • 8
Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution

Paper • 2401.10404 • Published Jan 18, 2024 • 10
ActAnywhere: Subject-Aware Video Background Generation

Paper • 2401.10822 • Published Jan 19, 2024 • 13

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