Mu Li
- Multimodal Chain-of-Thought Reasoning in Language Models
2023/02/02 by Zhuosheng Zhang, Aston Zhang, Zhang, Zhuosheng +9 · 1 voice · 132 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.CV
- MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
2015/12/03 by Tianqi Chen, Chen, Tianqi, Mu Li +17 · 130 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #IoT and Edge/Fog Computing
- Automatic Chain of Thought Prompting in Large Language Models
2022/10/07 by Zhuosheng Zhang, Aston Zhang, Zhang, Zhuosheng +5 · 66 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- ResNeSt: Split-Attention Networks
2020/04/19 by Hang Zhang, Chongruo Wu, Zhang, Hang +21 · 1 voice · 14 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
2020/03/13 by Nick Erickson, Erickson, Nick, Jonas Mueller +11 · 43 citations
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Anomaly Detection Techniques and Applications
- Bag of Tricks for Image Classification with Convolutional Neural Networks
2018/12/04 by Tong He, He, Tong, Zhang Zhi +9 · 25 citations
Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Earthformer: Exploring Space-Time Transformers for Earth System Forecasting
2022/07/12 by Zhihan Gao, Gao, Zhihan, Xingjian Shi +11 · 23 citations
Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
- Achieving Human Parity on Automatic Chinese to English News Translation
2018/03/15 by Hany Hassan, Hassan, Hany, Anthony Aue +45 · 28 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- AIM: Adapting Image Models for Efficient Video Action Recognition
2023/02/06 by Taojiannan Yang, Yi Zhu, Yang, Taojiannan +9 · 16 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- PreDiff: Precipitation Nowcasting with Latent Diffusion Models
2023/07/19 by Zhihan Gao, Gao, Zhihan, Xingjian Shi +15 · 17 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Flood Risk Assessment and Management
- Visual Prompt Tuning for Test-time Domain Adaptation
2022/10/10 by Yunhe Gao, Gao, Yunhe, Xingjian Shi +13 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- MixGen: A New Multi-Modal Data Augmentation
2022/06/16 by Xiaoshuai Hao, Yi Zhu, Hao, Xiaoshuai +11 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- XTab: Cross-table Pretraining for Tabular Transformers
2023/05/10 by Bingzhao Zhu, Zhu, Bingzhao, Xingjian Shi +9 · 9 citations
Medicine · #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Comprehensive Study of Deep Video Action Recognition
2020/12/11 by Yi Zhu, Xinyu Li, Zhu, Yi +17 · 7 citations
Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Video Surveillance and Tracking Methods
- LayoutDiffuse: Adapting Foundational Diffusion Models for Layout-to-Image Generation
2023/02/16 by Jiaxin Cheng, Cheng, Jiaxin, Xiao Liang +9 · 7 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition
2023/04/10 by Shuhuai Ren, Aston Zhang, Ren, Shuhuai +13 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Learning Convolutional Networks for Content-weighted Image Compression
2017/03/30 by Mu Li, Li, Mu, Wangmeng Zuo +7 · 3 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
- Style Transfer as Unsupervised Machine Translation
2018/08/23 by Zhirui Zhang, Zhang, Zhirui, Shuo Ren +13 · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- Progressive Coordinate Transforms for Monocular 3D Object Detection
2021/08/12 by Li Wang, Wang, Li, Li Zhang +11 · 3 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Shift-Net: Image Inpainting via Deep Feature Rearrangement
2018/01/29 by Zhaoyi Yan, Xiaoming Li, Yan, Zhaoyi +7 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Blending Anti-Aliasing into Vision Transformer
2021/10/28 by Shengju Qian, Hao Shao, Qian, Shengju +7 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Visual Attention and Saliency Detection
- Learned Image Compression with Dictionary-based Entropy Model
2025/04/01 by Jingbo Lu, Lu, Jingbo, Leheng Zhang +9 · 8 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
- Removing Batch Normalization Boosts Adversarial Training
2022/07/04 by Haotao Wang, Wang, Haotao, Aston Zhang +9 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Parameter-Efficient Fine-Tuning Design Spaces
2023/01/04 by Jiaao Chen, Aston Zhang, Chen, Jiaao +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Bag of Freebies for Training Object Detection Neural Networks
2019/02/11 by Zhi Zhang, Zhang, Zhi, Tong He +9 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge
2025/05/29 by Ruskin Raj Manku, Manku, Ruskin Raj, Yuzhi Tang +7 · 8 citations
Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- RPGBENCH: Evaluating Large Language Models as Role-Playing Game Engines
2025/02/01 by Ping Yu, Dongming Shen, Yu, Pengfei +19 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- AdaDelay: Delay Adaptive Distributed Stochastic Convex Optimization
2015/08/20 by Suvrit Sra, Sra, Suvrit, Adams Wei Yu +5 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- CrossNorm and SelfNorm for Generalization under Distribution Shifts
2021/02/04 by Zhiqiang Tang, Yunhe Gao, Tang, Zhiqiang +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Learning Multimodal Data Augmentation in Feature Space
2022/12/29 by Zichang Liu, Zhiqiang Tang, Liu, Zichang +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Learned Scanpaths Aid Blind Panoramic Video Quality Assessment
2024/03/30 by Kanglong Fan, Fan, Kanglong, Wen Wen +7 · 1 citation
Computer Science · #Advanced Vision and Imaging #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
- Learning Content-Weighted Deep Image Compression
2019/04/01 by Mu Li, Wangmeng Zuo, Li, Mu +7 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods