Wenjie Shu
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  • Publications
    • Latent Prior GANs: Efficient Decoder Refinement via Inherited Generative Structure
    • SolveEdit: Benchmarking Visual Problem Solving in Generative Models
    • The Past Frames the Future: Memory for Autoregressive Video Generation
    • A Latent Distribution Perspective on Evaluating and Improving Latent Generative Models
    • AlignVid: Training-Free Attention Scaling for Semantic Fidelity in Text-Guided Image-to-Video Generation
    • LoopViT: Scaling Visual ARC with Looped Transformers
    • ScalingAR: Scaling Confidence for Autoregressive Image Generation
    • Show, Don't Tell: Morphing Latent Reasoning into Image Generation
    • ThinkVid: Benchmarking Visual Reasoning in Video Generative Models
    • Enhancing Diffusion-based Restoration Models via Difficulty-Adaptive Reinforcement Learning with IQA Reward
    • CoRe-GRPO: Consensus-driven and Region-focused RL for Human-Centric Generation in Lightweight Diffusion Models
    • Temporal Regularization Makes Your Video Generator Stronger
    • LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization
    • VideoGen-of-Thought: Step-by-step Generating Multi-shot Video with Minimal Manual Intervention
    • CMT: Cross Modulation Transformer with Hybrid Loss for Pansharpening
    • Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
    • DDA: A Dual-Domain Attention Plug-and-Play Prior for Pansharpening
  • Blog
    • A Little About Me
  • Experience
  • Projects
    • Pandas
    • PyTorch
    • scikit-learn
  • Projects
    • China International College Students' Innovation Competition
    • Sound Source Localization and Tracking System

Latent Prior GANs: Efficient Decoder Refinement via Inherited Generative Structure

Oct 8, 2026·
Wenjie Shu
Wenjie Shu
Co-first author
,
Xianghong Fang
Co-first author
,
Dehan Kong
,
Tim G. J. Rudner
· 1 min read
Type
Preprint
Publication
Under Review

Under review.

Last updated on Oct 8, 2026
Under Review
Wenjie Shu
Authors
Wenjie Shu (he/him)
Researcher
SolveEdit: Benchmarking Visual Problem Solving in Generative Models Sep 28, 2026 →

© 2026 Me. This work is licensed under CC BY NC ND 4.0

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