Ma, Zhiyuan
- One-Step Effective Diffusion Network for Real-World Image Super-Resolution
2024/06/12 by Wu, Rongyuan, Sun, Lingchen, Ma, Zhiyuan +1 · 52 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- TTRL: Test-Time Reinforcement Learning
2025/04/22 by Yuxin Zuo, Kaiyan Zhang, Zuo, Yuxin +28 · 78 citations
Computer Science · Engineering · Neuroscience · #Reinforcement Learning in Robotics #Muscle activation and electromyography studies #EEG and Brain-Computer Interfaces
- Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach
2024/12/04 by Sun, Lingchen, Wu, Rongyuan, Ma, Zhiyuan +3 · 25 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models
2024/03/26 by Yabin Zhang, Wenjie Zhu, Zhang, Yabin +9 · 13 citations
Computer Science · #Multimodal Machine Learning Applications
- UltraMedical: Building Specialized Generalists in Biomedicine
2024/06/06 by Kaiyan Zhang, Zhang, Kaiyan, Sihang Zeng +25 · 13 citations
Decision Sciences · Health Professions · Medicine · #Clinical Reasoning and Diagnostic Skills #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interdisciplinary Research and Collaboration #Medical Coding and Health Information
- Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices
2024/10/15 by Ma, Zhiyuan, Zhang, Yuzhu, Jia, Guoli +7 · 11 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.9
- Mirror-Consistency: Harnessing Inconsistency in Majority Voting
2024/10/07 by Siyuan Huang, Zhiyuan Ma, Huang, Siyuan +9 · 10 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Electoral Systems and Political Participation #FOS: Computer and information sciences
- A Survey of Reinforcement Learning for Large Reasoning Models
2025/09/10 by Kaiyan Zhang, Yuxin Zuo, Zhang, Kaiyan +72 · 55 citations
Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
- OTAvatar: One-shot Talking Face Avatar with Controllable Tri-plane Rendering
2023/03/26 by Zhiyuan Ma, Xiangyu Zhu, Ma, Zhiyuan +7 · 5 citations
Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- VideoDirector: Precise Video Editing via Text-to-Video Models
2024/11/26 by Yukun Wang, Wang, Yukun, Longguang Wang +9 · 8 citations
Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology #Video Analysis and Summarization
- Generative Multi-Modal Knowledge Retrieval with Large Language Models
2024/01/16 by Xinwei Long, Jiali Zeng, Long, Xinwei +11 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- DiffSpeaker: Speech-Driven 3D Facial Animation with Diffusion Transformer
2024/02/08 by Ma, Zhiyuan, Zhu, Xiangyu, Qi, Guojun +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- JWST's PEARLS: Transients in the MACS J0416.1-2403 Field
2023/07/14 by Haojing Yan, Yan, Haojing, Zhiyuan Ma +48 · 3 citations
Physics and Astronomy · #Adaptive optics and wavefront sensing #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Stellar, planetary, and galactic studies
- Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation
2021/07/27 by Tang, Song, Yang, Yan, Ma, Zhiyuan +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ScaleDreamer: Scalable Text-to-3D Synthesis with Asynchronous Score Distillation
2024/07/02 by Zhiyuan Ma, Ma, Zhiyuan, Yuxiang Wei +9 · 4 citations
Engineering · Computer Science · #Modular Robots and Swarm Intelligence #Music Technology and Sound Studies #Interactive and Immersive Displays
- Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
2025/02/23 by Xinwei Long, Long, Xinwei, Zhiyuan Ma +9 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- JWST view of four infant galaxies at z=8.31-8.49 in the MACS0416 field and implications for reionization
2024/06/07 by Zhiyuan Ma, Ma, Zhiyuan, Bangzheng Sun +71 · 3 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Galaxies: Formation, Evolution, Phenomena #History and Developments in Astronomy
- Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text
2019/08/21 by Xue, Kui, Zhou, Yangming, Ma, Zhiyuan +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Distributed Optimal Load Frequency Control Considering Nonsmooth Cost Functions
2019/06/06 by Wang, Zhaojian, Liua, Feng, Zhao, Changhong +2 · 1 citation
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- Distributed Generalized Nash Equilibrium Seeking for Energy Sharing Games
2019/11/07 by Wang, Zhaojian, Liu, Feng, Ma, Zhiyuan +4 · 1 citation
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning
2025/06/05 by Ma, Zhiyuan, Liu, Jiayu, Luo, Xianzhen +3 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- LMD: Faster Image Reconstruction with Latent Masking Diffusion
2023/12/13 by Ma, Zhiyuan, yu, zhihuan, Li, Jianjun +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based Continuity-Sensitive Image Editing
2023/12/13 by Zhiyuan Ma, Ma, Zhiyuan, Guoli Jia +3 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis
- Dense Multimodal Alignment for Open-Vocabulary 3D Scene Understanding
2024/07/13 by Ruihuang Li, Li, Ruihuang, Zhengqiang Zhang +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Gumbel Reranking: Differentiable End-to-End Reranker Optimization
2025/02/16 by Huang, Siyuan, Ma, Zhiyuan, Du, Jintao +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Context-Aware Autoregressive Models for Multi-Conditional Image Generation
2025/05/18 by Yixiao Chen, Chen, Yixiao, Zhiyuan Ma +8 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- EmoSpeaker: One-shot Fine-grained Emotion-Controlled Talking Face Generation
2024/02/02 by Feng, Guanwen, Cheng, Haoran, Li, Yunan +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Exploring Adversarial Robustness of Deep State Space Models
2024/06/08 by Qi, Biqing, Luo, Yang, Gao, Junqi +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking
2024/07/18 by Zhiyuan Ma, Ma, Zhiyuan, Guoli Jia +5 · 1 citation
Computer Science · #Advanced Steganography and Watermarking Techniques #Biometric Identification and Security #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Neural Residual Diffusion Models for Deep Scalable Vision Generation
2024/06/19 by Ma, Zhiyuan, Zhao, Liangliang, Qi, Biqing +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation
2025/05/28 by Jiadong Pan, Zhiyuan Ma, Pan, Jiadong +7 · 2 citations
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Evolutionary Algorithms and Applications #Model Reduction and Neural Networks
- DH-VTON: Deep Text-Driven Virtual Try-On via Hybrid Attention Learning
2024/10/16 by Jiabao Wei, Wei, Jiabao, Zhiyuan Ma +1 · 1 citation
Computer Science · #Topic Modeling #Text and Document Classification Technologies
- Towards Cross-View Point Correspondence in Vision-Language Models
2025/12/04 by Yipu Wang, Yuheng Ji, Wang, Yipu +22 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization