Collection by 
Nov 27, 2025
Collections
Discover the best community collections!
Collections including paper arxiv:2511.20256
Collection by 
2 days ago
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MiCo: Multi-image Contrast for Reinforcement Visual Reasoning
Paper β’ 2506.22434 β’ Published β’ 10 -
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Paper β’ 2507.13348 β’ Published β’ 79 -
RewardDance: Reward Scaling in Visual Generation
Paper β’ 2509.08826 β’ Published β’ 73 -
Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs
Paper β’ 2510.18876 β’ Published β’ 37
Collection by 
Jan 12
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EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters
Paper β’ 2402.04252 β’ Published β’ 30 -
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models
Paper β’ 2402.03749 β’ Published β’ 15 -
ScreenAI: A Vision-Language Model for UI and Infographics Understanding
Paper β’ 2402.04615 β’ Published β’ 44 -
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss
Paper β’ 2402.05008 β’ Published β’ 23
Collection by 
Dec 1, 2025
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lightx2v/Hy1.5-Distill-Models
Text-to-Video β’ Updated β’ 100 β’ 29 -
Plan-X: Instruct Video Generation via Semantic Planning
Paper β’ 2511.17986 β’ Published β’ 18 -
In-Video Instructions: Visual Signals as Generative Control
Paper β’ 2511.19401 β’ Published β’ 32 -
The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation
Paper β’ 2511.20256 β’ Published β’ 28
Collection by 
19 days ago
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VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control
Paper β’ 2412.20800 β’ Published β’ 11 -
Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models
Paper β’ 2501.06751 β’ Published β’ 32 -
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps
Paper β’ 2501.09732 β’ Published β’ 72 -
Learnings from Scaling Visual Tokenizers for Reconstruction and Generation
Paper β’ 2501.09755 β’ Published β’ 35
Collection by Nov 27, 2025
Collection by Dec 1, 2025
-
lightx2v/Hy1.5-Distill-Models
Text-to-Video β’ Updated β’ 100 β’ 29 -
Plan-X: Instruct Video Generation via Semantic Planning
Paper β’ 2511.17986 β’ Published β’ 18 -
In-Video Instructions: Visual Signals as Generative Control
Paper β’ 2511.19401 β’ Published β’ 32 -
The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation
Paper β’ 2511.20256 β’ Published β’ 28
Collection by 2 days ago
-
MiCo: Multi-image Contrast for Reinforcement Visual Reasoning
Paper β’ 2506.22434 β’ Published β’ 10 -
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Paper β’ 2507.13348 β’ Published β’ 79 -
RewardDance: Reward Scaling in Visual Generation
Paper β’ 2509.08826 β’ Published β’ 73 -
Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs
Paper β’ 2510.18876 β’ Published β’ 37
Collection by 19 days ago
-
VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control
Paper β’ 2412.20800 β’ Published β’ 11 -
Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models
Paper β’ 2501.06751 β’ Published β’ 32 -
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps
Paper β’ 2501.09732 β’ Published β’ 72 -
Learnings from Scaling Visual Tokenizers for Reconstruction and Generation
Paper β’ 2501.09755 β’ Published β’ 35
Collection by Jan 12
-
EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters
Paper β’ 2402.04252 β’ Published β’ 30 -
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models
Paper β’ 2402.03749 β’ Published β’ 15 -
ScreenAI: A Vision-Language Model for UI and Infographics Understanding
Paper β’ 2402.04615 β’ Published β’ 44 -
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss
Paper β’ 2402.05008 β’ Published β’ 23