Latent Prior GANs: Efficient Decoder Refinement via Inherited Generative Structure
Efficient decoder refinement via inherited generative structure.
SolveEdit: Benchmarking Visual Problem Solving in Generative Models
Benchmarking visual problem solving in generative models.
The Past Frames the Future: Memory for Autoregressive Video Generation
Memory for autoregressive video generation.
Harold Haodong Chen
A Latent Distribution Perspective on Evaluating and Improving Latent Generative Models
Evaluating and improving latent generative models from a latent distribution perspective.
Xianghong Fang
Enhancing Diffusion-based Restoration Models via Difficulty-Adaptive Reinforcement Learning with IQA Reward
Difficulty-adaptive RL for diffusion restoration with IQA reward.
CoRe-GRPO: Consensus-driven and Region-focused RL for Human-Centric Generation in Lightweight Diffusion Models
Region-focused RL for human-centric diffusion generation.
Temporal Regularization Makes Your Video Generator Stronger
Temporal regularization improves video generator quality and stability.
LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization
Knowledge distillation + DPO for efficient image generation.
VideoGen-of-Thought: Step-by-step Generating Multi-shot Video with Minimal Manual Intervention
Step-by-step multi-shot video generation with minimal manual intervention.