← Authors

Dina Katabi

40 papers · 2014–2025 · 11 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (57) 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (11) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8) 🀝 Dynamic Duo (11) πŸ‘‘ Triple Crown πŸ† Grand Slam 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (133) ⚑ Prolific Year (9) πŸ”₯ Unstoppable (12) πŸ’Ž Century Club (40)

Conferences

CVPR (8) ICLR (7) ICML (6) NSDI (6) ICCV (3) NIPS (3) ECCV (2) WACV (2) AAAI (1) MLHC (1) RSS (1)

Top co-authors

Tianhong Li (11) Lijie Fan (9) Yuzhe Yang (8) Hao He (7) Yuan Yuan (6) Yonglong Tian (6) Mingmin Zhao (5) Dilip Krishnan (5) Kaiwen Zha (4) Hao Wang (4)

Research topics

Core AI (1)

Keywords

contrastive learning (7) representation learning (5) self-supervised learning (4) image generation (3) human pose estimation (3) radio signal (3) radio frequency (2) variational inference (2) wireless sensing (2) domain generalization (2) text-to-image model (2) transfer learning (2) domain adaptation (2) radio frequency signal (2) vision-language model (2) adversarial training (2) feature distribution (2) generative model (2) unsupervised learning (2) synthetic image (2)

Papers

Language-Guided Image Tokenization for Generation CVPR 2025
Learning Vision from Models Rivals Learning Vision from Data CVPR 2024
Scaling Laws of Synthetic Images for Model Training ... for Now CVPR 2024
Return of Unconditional Generation: A Self-supervised Representation Generation Method NIPS 2024
Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency ICLR 2024
Rank-N-Contrast: Learning Continuous Representations for Regression NIPS 2023
Improving CLIP Training with Language Rewrites NIPS 2023
MAGE: MAsked Generative Encoder To Unify Representation Learning and Image Synthesis CVPR 2023
Unsupervised Object Localization with Representer Point Selection ICCV 2023
SimPer: Simple Self-Supervised Learning of Periodic Targets ICLR 2023
Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning ICLR 2023
Change is Hard: A Closer Look at Subpopulation Shift ICML 2023
Contactless Oxygen Monitoring with Radio Waves and Gated Transformer MLHC 2023
Addressing Feature Suppression in Unsupervised Visual Representations WACV 2023
Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022
Unsupervised Domain Generalization by Learning a Bridge Across Domains CVPR 2022
Unsupervised Learning for Human Sensing Using Radio Signals WACV 2022
"On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond" ECCV 2022
Delving into Deep Imbalanced Regression ICML 2021
Continuously Indexed Domain Adaptation ICML 2020
Self-Supervised Learning of Appliance Usage ICLR 2020
Harnessing Structures for Value-Based Planning and Reinforcement Learning ICLR 2020
Learning Compositional Koopman Operators for Model-Based Control ICLR 2020
Learning Longterm Representations for Person Re-Identification Using Radio Signals CVPR 2020
In-Home Daily-Life Captioning Using Radio Signals ECCV 2020
Through-Wall Human Mesh Recovery Using Radio Signals ICCV 2019
Learning-Based Frequency Estimation Algorithms ICLR 2019
Making the Invisible Visible: Action Recognition Through Walls and Occlusions ICCV 2019
Circuit-GNN: Graph Neural Networks for Distributed Circuit Design ICML 2019
ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation ICML 2019
Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling AAAI 2019
Through-Wall Human Pose Estimation Using Radio Signals CVPR 2018
Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture ICML 2017
Enabling High-Quality Untethered Virtual Reality NSDI 2017
Decimeter-Level Localization with a Single WiFi Access Point NSDI 2016
Securing RFIDs by Randomizing the Modulation and Channel NSDI 2015
Multi-Person Localization via RF Body Reflections NSDI 2015
Beyond Sensing: Multi-GHz Realtime Spectrum Analytics NSDI 2015
Guaranteeing Spoof-Resilient Multi-Robot Networks RSS 2015
3D Tracking via Body Radio Reflections NSDI 2014