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Collections including paper arxiv:2501.08994

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

Paper • 2402.04252 • Published Feb 6, 2024 • 31
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 • 45
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 24

Video Generation

Video Generation

DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes

Paper • 2412.11100 • Published Dec 15, 2024 • 7
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity

Paper • 2412.09856 • Published Dec 13, 2024 • 11
DisPose: Disentangling Pose Guidance for Controllable Human Image Animation

Paper • 2412.09349 • Published Dec 12, 2024 • 8
MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation

Paper • 2412.04448 • Published Dec 5, 2024 • 10

Research-Papers

MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens

Paper • 2404.03413 • Published Apr 4, 2024 • 27
RepVideo: Rethinking Cross-Layer Representation for Video Generation

Paper • 2501.08994 • Published Jan 15, 2025 • 15
Hierarchical Cross-modal Prompt Learning for Vision-Language Models

Paper • 2507.14976 • Published Jul 20, 2025 • 2

Image / Video Gen

Image Generation Using Diffusion-Based Methods: Tips and Techniques for Stable Diffusion

Understanding Diffusion Models: A Unified Perspective

Paper • 2208.11970 • Published Aug 25, 2022
Tutorial on Diffusion Models for Imaging and Vision

Paper • 2403.18103 • Published Mar 26, 2024 • 2
Denoising Diffusion Probabilistic Models

Paper • 2006.11239 • Published Jun 19, 2020 • 9
Denoising Diffusion Implicit Models

Paper • 2010.02502 • Published Oct 6, 2020 • 4

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

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

Paper • 2401.09962 • Published Jan 18, 2024 • 9
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

Not All Language Model Features Are Linear

Paper • 2405.14860 • Published May 23, 2024 • 40
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Paper • 2410.02707 • Published Oct 3, 2024 • 47
RepVideo: Rethinking Cross-Layer Representation for Video Generation

Paper • 2501.08994 • Published Jan 15, 2025 • 15

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

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

Paper • 2401.09962 • Published Jan 18, 2024 • 9
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

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

Paper • 2402.04252 • Published Feb 6, 2024 • 31
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 • 45
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 24

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

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

Paper • 2401.09962 • Published Jan 18, 2024 • 9
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

Video Generation

Video Generation

DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes

Paper • 2412.11100 • Published Dec 15, 2024 • 7
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity

Paper • 2412.09856 • Published Dec 13, 2024 • 11
DisPose: Disentangling Pose Guidance for Controllable Human Image Animation

Paper • 2412.09349 • Published Dec 12, 2024 • 8
MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation

Paper • 2412.04448 • Published Dec 5, 2024 • 10

Not All Language Model Features Are Linear

Paper • 2405.14860 • Published May 23, 2024 • 40
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Paper • 2410.02707 • Published Oct 3, 2024 • 47
RepVideo: Rethinking Cross-Layer Representation for Video Generation

Paper • 2501.08994 • Published Jan 15, 2025 • 15

Research-Papers

MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens

Paper • 2404.03413 • Published Apr 4, 2024 • 27
RepVideo: Rethinking Cross-Layer Representation for Video Generation

Paper • 2501.08994 • Published Jan 15, 2025 • 15
Hierarchical Cross-modal Prompt Learning for Vision-Language Models

Paper • 2507.14976 • Published Jul 20, 2025 • 2

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

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

Paper • 2401.09962 • Published Jan 18, 2024 • 9
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

Image / Video Gen

Image Generation Using Diffusion-Based Methods: Tips and Techniques for Stable Diffusion

Understanding Diffusion Models: A Unified Perspective

Paper • 2208.11970 • Published Aug 25, 2022
Tutorial on Diffusion Models for Imaging and Vision

Paper • 2403.18103 • Published Mar 26, 2024 • 2
Denoising Diffusion Probabilistic Models

Paper • 2006.11239 • Published Jun 19, 2020 • 9
Denoising Diffusion Implicit Models

Paper • 2010.02502 • Published Oct 6, 2020 • 4

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