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Collections including paper arxiv:2601.01425

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Paper • 2602.12036 • Published Feb 12 • 93
Reinforcement Learning for Self-Improving Agent with Skill Library

Paper • 2512.17102 • Published Dec 18, 2025 • 42
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation

Paper • 2512.23705 • Published Dec 29, 2025 • 45
Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Paper • 2512.19995 • Published Dec 23, 2025 • 16

DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer

Paper • 2601.01425 • Published Jan 4 • 53

synthetic-data-generation

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 154
Self-Improving VLM Judges Without Human Annotations

Paper • 2512.05145 • Published Dec 2, 2025 • 20
FFP-300K: Scaling First-Frame Propagation for Generalizable Video Editing

Paper • 2601.01720 • Published Jan 5 • 6
MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique

Paper • 2511.09067 • Published Nov 12, 2025 • 2

Image/Video Generation Resources

Arrexel/pattern-diffusion

Text-to-Image • Updated Aug 8, 2025 • 89 • 110
flymy-ai/qwen-image-realism-lora

Text-to-Image • Updated Aug 13, 2025 • 2.45k • • 131
QuantStack/Wan2.2-Fun-A14B-Control-GGUF

Text-to-Video • 14B • Updated Aug 13, 2025 • 5.5k • 35
DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer

Paper • 2601.01425 • Published Jan 4 • 53

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

关于video生成编辑加速等任务

DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer

Paper • 2601.01425 • Published Jan 4 • 53
DenseGRPO: From Sparse to Dense Reward for Flow Matching Model Alignment

Paper • 2601.20218 • Published Jan 28 • 16
FSVideo: Fast Speed Video Diffusion Model in a Highly-Compressed Latent Space

Paper • 2602.02092 • Published Feb 2 • 18
3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation

Paper • 2602.03796 • Published Feb 3 • 64

DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer

Paper • 2601.01425 • Published Jan 4 • 53

ReVSeg: Incentivizing the Reasoning Chain for Video Segmentation with Reinforcement Learning

Paper • 2512.02835 • Published Dec 2, 2025 • 10
Joint 3D Geometry Reconstruction and Motion Generation for 4D Synthesis from a Single Image

Paper • 2512.05044 • Published Dec 4, 2025 • 17
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning

Paper • 2512.05591 • Published Dec 5, 2025 • 17
SpaceControl: Introducing Test-Time Spatial Control to 3D Generative Modeling

Paper • 2512.05343 • Published Dec 5, 2025 • 25

ID-Preserving Generation

ID-Animator: Zero-Shot Identity-Preserving Human Video Generation

Paper • 2404.15275 • Published Apr 23, 2024
IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models

Paper • 2403.13535 • Published Mar 20, 2024 • 23
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Paper • 2309.05793 • Published Sep 11, 2023 • 51
GHOST 2.0: generative high-fidelity one shot transfer of heads

Paper • 2502.18417 • Published Feb 25, 2025 • 67

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Paper • 2602.12036 • Published Feb 12 • 93
Reinforcement Learning for Self-Improving Agent with Skill Library

Paper • 2512.17102 • Published Dec 18, 2025 • 42
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation

Paper • 2512.23705 • Published Dec 29, 2025 • 45
Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Paper • 2512.19995 • Published Dec 23, 2025 • 16

关于video生成编辑加速等任务

DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer

Paper • 2601.01425 • Published Jan 4 • 53
DenseGRPO: From Sparse to Dense Reward for Flow Matching Model Alignment

Paper • 2601.20218 • Published Jan 28 • 16
FSVideo: Fast Speed Video Diffusion Model in a Highly-Compressed Latent Space

Paper • 2602.02092 • Published Feb 2 • 18
3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation

Paper • 2602.03796 • Published Feb 3 • 64

DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer

Paper • 2601.01425 • Published Jan 4 • 53

DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer

Paper • 2601.01425 • Published Jan 4 • 53

synthetic-data-generation

Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 154
Self-Improving VLM Judges Without Human Annotations

Paper • 2512.05145 • Published Dec 2, 2025 • 20
FFP-300K: Scaling First-Frame Propagation for Generalizable Video Editing

Paper • 2601.01720 • Published Jan 5 • 6
MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique

Paper • 2511.09067 • Published Nov 12, 2025 • 2

ReVSeg: Incentivizing the Reasoning Chain for Video Segmentation with Reinforcement Learning

Paper • 2512.02835 • Published Dec 2, 2025 • 10
Joint 3D Geometry Reconstruction and Motion Generation for 4D Synthesis from a Single Image

Paper • 2512.05044 • Published Dec 4, 2025 • 17
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning

Paper • 2512.05591 • Published Dec 5, 2025 • 17
SpaceControl: Introducing Test-Time Spatial Control to 3D Generative Modeling

Paper • 2512.05343 • Published Dec 5, 2025 • 25

Image/Video Generation Resources

Arrexel/pattern-diffusion

Text-to-Image • Updated Aug 8, 2025 • 89 • 110
flymy-ai/qwen-image-realism-lora

Text-to-Image • Updated Aug 13, 2025 • 2.45k • • 131
QuantStack/Wan2.2-Fun-A14B-Control-GGUF

Text-to-Video • 14B • Updated Aug 13, 2025 • 5.5k • 35
DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer

Paper • 2601.01425 • Published Jan 4 • 53

ID-Preserving Generation

ID-Animator: Zero-Shot Identity-Preserving Human Video Generation

Paper • 2404.15275 • Published Apr 23, 2024
IDAdapter: Learning Mixed Features for Tuning-Free Personalization of Text-to-Image Models

Paper • 2403.13535 • Published Mar 20, 2024 • 23
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Paper • 2309.05793 • Published Sep 11, 2023 • 51
GHOST 2.0: generative high-fidelity one shot transfer of heads

Paper • 2502.18417 • Published Feb 25, 2025 • 67

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

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