Katabi, Dina
- Nearly Optimal Sparse Fourier Transform
2012/01/12 by Haitham Hassanieh, Hassanieh, Haitham, Piotr Indyk +5 · 1 voice · 6 citations
Computer Science · Engineering · #Blind Source Separation Techniques #Digital Image Processing Techniques #Sparse and Compressive Sensing Techniques #cs.DS
- Improving CLIP Training with Language Rewrites
2023/05/31 by Fan, Lijie, Krishnan, Dilip, Isola, Phillip +2 · 30 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis
2022/11/16 by Tianhong Li, Li, Tianhong, Hui‐Wen Chang +9 · 26 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Delving into Deep Imbalanced Regression
2021/02/18 by Yuzhe Yang, Kaiwen Zha, Yang, Yuzhe +7 · 21 citations
Computer Science · Engineering · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Vehicle License Plate Recognition
- Rank-N-Contrast: Learning Continuous Representations for Regression
2022/10/03 by Zha, Kaiwen, Cao, Peng, Son, Jeany +2 · 21 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Return of Unconditional Generation: A Self-supervised Representation Generation Method
2023/12/06 by Tianhong Li, Dina Katabi, Li, Tianhong +3 · 25 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
- Targeted Supervised Contrastive Learning for Long-Tailed Recognition
2021/11/27 by Tianhong Li, Peng Cao, Li, Tianhong +13 · 15 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning and ELM
- Scaling Laws of Synthetic Images for Model Training ... for Now
2023/12/07 by Lijie Fan, Kaifeng Chen, Fan, Lijie +9 · 21 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Change is Hard: A Closer Look at Subpopulation Shift
2023/02/23 by Yuzhe Yang, Yang, Yuzhe, Haoran Zhang +5 · 15 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Learning Vision from Models Rivals Learning Vision from Data
2023/12/28 by Yonglong Tian, Tian, Yonglong, Lijie Fan +9 · 9 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Over-the-air Function Computation in Sensor Networks
2016/12/07 by Omid Abari, Abari, Omid, Hariharan Rahul +3 · 5 citations
Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #Energy Efficient Wireless Sensor Networks #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- Learning Compositional Koopman Operators for Model-Based Control
2019/10/18 by Yunzhu Li, Li, Yunzhu, Hao He +7 · 5 citations
Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Optimization and Control (math.OC) #Robotics (cs.RO)
- On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond
2022/03/17 by Yang, Yuzhe, Wang, Hao, Katabi, Dina · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning
2025/05/21 by Kaiwen Zha, Zha, Kaiwen, Zhengqi Gao +9 · 16 citations
Computer Science · #Natural Language Processing Techniques
- SimPer: Simple Self-Supervised Learning of Periodic Targets
2022/10/06 by Yuzhe Yang, Xin Liu, Yang, Yuzhe +11 · 4 citations
Engineering · #Advanced Chemical Sensor Technologies
- Harnessing Structures for Value-Based Planning and Reinforcement Learning
2019/09/26 by Yuzhe Yang, Yang, Yuzhe, Guo Zhang +5 · 4 citations
Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Unsupervised Domain Generalization by Learning a Bridge Across Domains
2021/12/04 by Sivan Harary, Harary, Sivan, Eli Schwartz +25 · 3 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications #Multimodal Machine Learning Applications
- Reparo: Loss-Resilient Generative Codec for Video Conferencing
2023/05/23 by Li, Tianhong, Sivaraman, Vibhaalakshmi, Karimi, Pantea +3 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning
2022/02/22 by Hao He, He, Hao, Kaiwen Zha +3 · 3 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Language-Guided Image Tokenization for Generation
2024/12/08 by Kaiwen Zha, Zha, Kaiwen, Lijun Yu +11 · 7 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization #Cell Image Analysis Techniques
- ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation
2019/05/28 by Yang, Yuzhe, Zhang, Guo, Katabi, Dina +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning Longterm Representations for Person Re-Identification Using Radio Signals
2020/04/02 by Lijie Fan, Fan, Lijie, Tianhong Li +9 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Gait Recognition and Analysis #Video Surveillance and Tracking Methods
- What Radio Waves Tell Us about Sleep
2024/05/20 by Hao He, He, Hao, Chao Li +17 · 2 citations
Medicine · #Obstructive Sleep Apnea Research
- Unsupervised Learning for Human Sensing Using Radio Signals
2022/07/06 by Li, Tianhong, Fan, Lijie, Yuan, Yuan +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency
2023/10/05 by Tianhong Li, Li, Tianhong, Sangnie Bhardwaj +15 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques