Li, Mingxiao
- Elucidating the Exposure Bias in Diffusion Models
2023/08/29 by Ning, Mang, Li, Mingxiao, Su, Jianlin +2 · 23 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
2025/02/17 by Ailin Huang, Huang, Ailin, Boyong Wu +299 · 1 voice · 35 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Sound (cs.SD) #Speech and dialogue systems #cs.AI #cs.CL #cs.HC #cs.SD #eess.AS #electronic engineering #information engineering
- Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps
2023/05/24 by Mingxiao Li, Li, Mingxiao, Tingyu Qu +6 · 15 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Advanced Neural Network Applications
- A self-starting bi-chromatic LiNbO3 soliton microcomb
2018/12/22 by HE, Yang, Yang, Qi-Fan, Ling, Jingwei +7 · 6 citations
#FOS: Physical sciences #Optics (physics.optics)
- Step-Audio 2 Technical Report
2025/07/22 by Boyong Wu, Chao Yan, Wu, Boyong +194 · 33 citations
Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
2024/12/19 by Teng Xiao, Xiao, Teng, Yige Yuan +7 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Highly-tunable efficient second-harmonic generation in a lithium niobate nanophotonic waveguide
2018/04/10 by Luo, Rui, He, Yang, Liang, Hanxiao +2 · 3 citations
#FOS: Physical sciences #Optics (physics.optics)
- Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities
2023/05/26 by Jingyuan Sun, Sun, Jingyuan, Mingxiao Li +9 · 4 citations
Neuroscience · Medicine · #Functional Brain Connectivity Studies #Brain Tumor Detection and Classification #Advanced MRI Techniques and Applications
- Electrically empowered microcomb laser
2023/10/31 by Jingwei Ling, Ling, Jingwei, Zhengdong Gao +17 · 5 citations
Physics and Astronomy · Engineering · #Advanced Fiber Laser Technologies #Photonic and Optical Devices #Advanced Fiber Optic Sensors
- Semi-nonlinear nanophotonic waveguides for highly efficient second-harmonic generation
2018/09/17 by Luo, Rui, He, Yang, Liang, Hanxiao +2 · 2 citations
#FOS: Physical sciences #Optics (physics.optics)
- RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents
2025/07/30 by Zhang, Zijing, Chen, Ziyang, Li, Mingxiao +2 · 16 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence
2023/10/02 by Sun, Wei, Li, Mingxiao, Sileo, Damien +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- DCTdiff: Intriguing Properties of Image Generative Modeling in the DCT Space
2024/12/19 by Mang Ning, Ning, Mang, Mingxiao Li +14 · 5 citations
Computer Science · #Computer Graphics and Visualization Techniques
- SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
2025/02/02 by Teng Xiao, Yige Yuan, Xiao, Teng +11 · 4 citations
Business, Management and Accounting · #Computation and Language (cs.CL) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG)
- On a Connection Between Imitation Learning and RLHF
2025/03/07 by Xiao, Teng, Yuan, Yige, Li, Mingxiao +2 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Bridging SFT and DPO for Diffusion Model Alignment with Self-Sampling Preference Optimization
2024/10/07 by Zhang, Daoan, Lan, Guangchen, Han, Dong-Jun +8 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.2.6 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
- TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language Models
2024/11/17 by Tingyu Qu, Qu, Tingyu, Mingxiao Li +5 · 2 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
2024/10/14 by Teng Xiao, Mingxiao Li, Xiao, Teng +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding
2025/01/19 by Z. J. Chen, Chen, Zhanpeng, Mingxiao Li +9 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Speech and dialogue systems
- Animate Your Motion: Turning Still Images into Dynamic Videos
2024/03/15 by Li, Mingxiao, Wan, Bo, Moens, Marie-Francine +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Action-based image editing guided by human instructions
2024/12/05 by Trusca, Maria Mihaela, Li, Mingxiao, Moens, Marie-Francine · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Pockels Laser Directly Driving Ultrafast Optical Metrology
2024/10/09 by Shixin Xue, Mingxiao Li, Xue, Shixin +23 · 1 citation
Engineering · Physics and Astronomy · #Advanced Measurement and Metrology Techniques #Photonic and Optical Devices #Advanced Optical Sensing Technologies