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Discover the best community collections!

Collections including paper arxiv:2602.03139

Image Generation

Seedream 4.0: Toward Next-generation Multimodal Image Generation

Paper • 2509.20427 • Published Sep 24, 2025 • 89
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 249
RealGen: Photorealistic Text-to-Image Generation via Detector-Guided Rewards

Paper • 2512.00473 • Published Nov 29, 2025 • 28
Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Paper • 2602.03139 • Published Feb 3 • 45

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 336
Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process

Paper • 2512.23988 • Published Dec 30, 2025 • 19
SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time

Paper • 2512.25075 • Published Dec 31, 2025 • 16
Guiding a Diffusion Transformer with the Internal Dynamics of Itself

Paper • 2512.24176 • Published Dec 30, 2025 • 8

Diffusion-Score-Flow Guidance

Negative Token Merging: Image-based Adversarial Feature Guidance

Paper • 2412.01339 • Published Dec 2, 2024 • 22
Efficient Distillation of Classifier-Free Guidance using Adapters

Paper • 2503.07274 • Published Mar 10, 2025 • 5
Flow-GRPO: Training Flow Matching Models via Online RL

Paper • 2505.05470 • Published May 8, 2025 • 89
Temporal Alignment Guidance: On-Manifold Sampling in Diffusion Models

Paper • 2510.11057 • Published Oct 13, 2025 • 31

Image and Video Synthesis and Generation

This collection features VCLab's significant efforts in accelerating, distilling, and improving the image/video synthesis and generation models.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Paper • 2602.03139 • Published Feb 3 • 45
CoCoEdit: Content-Consistent Image Editing via Region Regularized Reinforcement Learning

Paper • 2602.14068 • Published Feb 15
DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing

Paper • 2506.01430 • Published Jun 2, 2025
GPSToken: Gaussian Parameterized Spatially-adaptive Tokenization for Image Representation and Generation

Paper • 2509.01109 • Published Sep 1, 2025 • 1

Modifying Large Language Model Post-Training for Diverse Creative Writing

Paper • 2503.17126 • Published Mar 21, 2025 • 36
Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 55
Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders

Paper • 2601.16208 • Published Jan 22 • 55
Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Paper • 2602.03139 • Published Feb 3 • 45

Image Generation

Seedream 4.0: Toward Next-generation Multimodal Image Generation

Paper • 2509.20427 • Published Sep 24, 2025 • 89
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 249
RealGen: Photorealistic Text-to-Image Generation via Detector-Guided Rewards

Paper • 2512.00473 • Published Nov 29, 2025 • 28
Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Paper • 2602.03139 • Published Feb 3 • 45

Image and Video Synthesis and Generation

This collection features VCLab's significant efforts in accelerating, distilling, and improving the image/video synthesis and generation models.

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Paper • 2602.03139 • Published Feb 3 • 45
CoCoEdit: Content-Consistent Image Editing via Region Regularized Reinforcement Learning

Paper • 2602.14068 • Published Feb 15
DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing

Paper • 2506.01430 • Published Jun 2, 2025
GPSToken: Gaussian Parameterized Spatially-adaptive Tokenization for Image Representation and Generation

Paper • 2509.01109 • Published Sep 1, 2025 • 1

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 336
Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process

Paper • 2512.23988 • Published Dec 30, 2025 • 19
SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time

Paper • 2512.25075 • Published Dec 31, 2025 • 16
Guiding a Diffusion Transformer with the Internal Dynamics of Itself

Paper • 2512.24176 • Published Dec 30, 2025 • 8

Modifying Large Language Model Post-Training for Diverse Creative Writing

Paper • 2503.17126 • Published Mar 21, 2025 • 36
Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 55
Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders

Paper • 2601.16208 • Published Jan 22 • 55
Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

Paper • 2602.03139 • Published Feb 3 • 45

Diffusion-Score-Flow Guidance

Negative Token Merging: Image-based Adversarial Feature Guidance

Paper • 2412.01339 • Published Dec 2, 2024 • 22
Efficient Distillation of Classifier-Free Guidance using Adapters

Paper • 2503.07274 • Published Mar 10, 2025 • 5
Flow-GRPO: Training Flow Matching Models via Online RL

Paper • 2505.05470 • Published May 8, 2025 • 89
Temporal Alignment Guidance: On-Manifold Sampling in Diffusion Models

Paper • 2510.11057 • Published Oct 13, 2025 • 31

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