Mingyuan Zhou
- Papers
- 23
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Authored papers
23Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion
arXiv 2025
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding
arXiv 2025
Few-Step Diffusion via Score identity Distillation
arXiv 2025
NeuralRemaster: Phase-Preserving Diffusion for Structure-Aligned Generation
arXiv 2025
Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model
arXiv 2025
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
arXiv 2024
Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Prompts
arXiv 2024
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models
arXiv 2024
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference
arXiv 2024
Openstory++: A Large-scale Dataset and Benchmark for Instance-aware Open-domain Visual Storytelling
arXiv 2024
Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond
arXiv 2023
In-Context Learning Unlocked for Diffusion Models
in-context-learning-unlocked-for-diffusion
DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration
CVPR 2023 1
POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models
arXiv 2023
Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling
arXiv 2023
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling
arXiv 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning
preference-grounded-token-level-guidance-for
PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification
ICCV 2023 1
Diffusion-GAN: Training GANs with Diffusion
arXiv 2022
Mixing and Shifting: Exploiting Global and Local Dependencies in Vision MLPs
arXiv 2022
Matching Visual Features to Hierarchical Semantic Topics for Image Paragraph Captioning
arXiv 2021
Contrastive Attraction and Contrastive Repulsion for Representation Learning
contrastive-attraction-and-contrastive
Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions
act-asymptotic-conditional-transport
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