Dina Katabi

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 90

Top Venues

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Hao He, Chao Li, Wolfgang Ganglberger, Kaileigh Gallagher, Rumen Hristov, Michail Ouroutzoglou, Haoqi Sun, Jimeng Sun, M. Brandon Westover, Dina Katabi
Contactless Polysomnography: What Radio Waves Tell Us about Sleep. CoRR (2024)
Tianhong Li, Sangnie Bhardwaj, Yonglong Tian, Han Zhang, Jarred Barber, Dina Katabi, Guillaume Lajoie, Huiwen Chang, Dilip Krishnan
Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency. ICLR (2024)
Tianhong Li, Vibhaalakshmi Sivaraman, Lijie Fan, Mohammad Alizadeh, Dina Katabi
Reparo: Loss-Resilient Generative Codec for Video Conferencing. CoRR (2023)
Hao He, Kaiwen Zha, Dina Katabi
Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning. ICLR (2023)
Yuzhe Yang, Haoran Zhang, Dina Katabi, Marzyeh Ghassemi
Change is Hard: A Closer Look at Subpopulation Shift. ICML (2023)
Yonglong Tian, Lijie Fan, Kaifeng Chen, Dina Katabi, Dilip Krishnan, Phillip Isola
Learning Vision from Models Rivals Learning Vision from Data. CoRR (2023)
Yuzhe Yang, Xin Liu, Jiang Wu, Silviu Borac, Dina Katabi, Ming-Zher Poh, Daniel McDuff
SimPer: Simple Self-Supervised Learning of Periodic Targets. ICLR (2023)
Lijie Fan, Kaifeng Chen, Dilip Krishnan, Dina Katabi, Phillip Isola, Yonglong Tian
Scaling Laws of Synthetic Images for Model Training ... for Now. CoRR (2023)
Tianhong Li, Lijie Fan, Yuan Yuan, Hao He, Yonglong Tian, Rogério Feris, Piotr Indyk, Dina Katabi
Addressing Feature Suppression in Unsupervised Visual Representations. WACV (2023)
Tianhong Li, Sangnie Bhardwaj, Yonglong Tian, Han Zhang, Jarred Barber, Dina Katabi, Guillaume Lajoie, Huiwen Chang, Dilip Krishnan
Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency. CoRR (2023)
Tianhong Li, Dina Katabi, Kaiming He
Self-conditioned Image Generation via Generating Representations. CoRR (2023)
Yeonghwan Song, Seokwoo Jang, Dina Katabi, Jeany Son
Unsupervised Object Localization with Representer Point Selection. ICCV (2023)
Hao He, Yuan Yuan, Ying-Cong Chen, Peng Cao, Dina Katabi
Contactless Oxygen Monitoring with Radio Waves and Gated Transformer. MLHC (2023)
Yeonghwan Song, Seokwoo Jang, Dina Katabi, Jeany Son
Unsupervised Object Localization with Representer Point Selection. CoRR (2023)
Kaiwen Zha, Peng Cao, Jeany Son, Yuzhe Yang, Dina Katabi
Rank-N-Contrast: Learning Continuous Representations for Regression. NeurIPS (2023)
Tianhong Li, Huiwen Chang, Shlok Kumar Mishra, Han Zhang, Dina Katabi, Dilip Krishnan
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis. CVPR (2023)
Yuzhe Yang, Haoran Zhang, Dina Katabi, Marzyeh Ghassemi
Change is Hard: A Closer Look at Subpopulation Shift. CoRR (2023)
Yuzhe Yang, Haoran Zhang, Judy W. Gichoya, Dina Katabi, Marzyeh Ghassemi
The Limits of Fair Medical Imaging AI In The Wild. CoRR (2023)
Dongkeon Park, Yechan Yu, Dina Katabi, Hong Kook Kim
Adversarial Continual Learning to Transfer Self-Supervised Speech Representations for Voice Pathology Detection. IEEE Signal Process. Lett. 30 (2023)
Mehdi Boukhechba, Elena Reynoso, Ioannis Pandis, Kenneth Mosca, Rumen Hristov, Shichao Yue, Yuqing Ai, Hariharan Rahul, Dina Katabi, Mark Morris, Stefan Avey
Digital Phenotyping of Autoimmune Diseases Using Non-Contact Radio Frequency Sensing: A Longitudinal Study Comparing Systemic Lupus Erythematosus and Healthy Participants. UbiComp/ISWC Adjunct (2023)
Lijie Fan, Dilip Krishnan, Phillip Isola, Dina Katabi, Yonglong Tian
Improving CLIP Training with Language Rewrites. CoRR (2023)
Lijie Fan, Dilip Krishnan, Phillip Isola, Dina Katabi, Yonglong Tian
Improving CLIP Training with Language Rewrites. NeurIPS (2023)
Yuzhe Yang, Xin Liu, Jiang Wu, Silviu Borac, Dina Katabi, Ming-Zher Poh, Daniel McDuff
SimPer: Simple Self-Supervised Learning of Periodic Targets. CoRR (2022)
Hao He, Yuan Yuan, Ying-Cong Chen, Peng Cao, Dina Katabi
Contactless Oxygen Monitoring with Gated Transformer. CoRR (2022)
Tianhong Li, Lijie Fan, Yuan Yuan, Dina Katabi
Unsupervised Learning for Human Sensing Using Radio Signals. WACV (2022)
Tianhong Li, Peng Cao, Yuan Yuan, Lijie Fan, Yuzhe Yang, Rogério Feris, Piotr Indyk, Dina Katabi
Targeted Supervised Contrastive Learning for Long-Tailed Recognition. CVPR (2022)
Yuzhe Yang, Hao Wang, Dina Katabi
On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond. ECCV (20) (2022)
Shichao Yue, Hao He, Peng Cao, Kaiwen Zha, Masayuki Koizumi, Dina Katabi
CornerRadar: RF-Based Indoor Localization Around Corners. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (1) (2022)
Yuzhe Yang, Hao Wang, Dina Katabi
On Multi-Domain Long-Tailed Recognition, Generalization and Beyond. CoRR (2022)
Tianhong Li, Huiwen Chang, Shlok Kumar Mishra, Han Zhang, Dina Katabi, Dilip Krishnan
MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis. CoRR (2022)
Tianhong Li, Lijie Fan, Yuan Yuan, Dina Katabi
Unsupervised Learning for Human Sensing Using Radio Signals. CoRR (2022)
Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter W. J. Staar, Shady Abu Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogério Feris, Leonid Karlinsky
Unsupervised Domain Generalization by Learning a Bridge Across Domains. CVPR (2022)
Kaiwen Zha, Peng Cao, Yuzhe Yang, Dina Katabi
Supervised Contrastive Regression. CoRR (2022)
Hao He, Kaiwen Zha, Dina Katabi
Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning. CoRR (2022)
Dina Katabi
Keynote: Monitoring People and their Vital Signs Using Radio Signals and Machine Learning. PerCom (2021)
Dina Katabi
1.3 Working at the Intersection of Machine Learning, Signal Processing, Sensors, and Circuits. ISSCC (2021)
Yuzhe Yang, Kaiwen Zha, Ying-Cong Chen, Hao Wang, Dina Katabi
Delving into Deep Imbalanced Regression. CoRR (2021)
Tianhong Li, Peng Cao, Yuan Yuan, Lijie Fan, Yuzhe Yang, Rogério Feris, Piotr Indyk, Dina Katabi
Targeted Supervised Contrastive Learning for Long-Tailed Recognition. CoRR (2021)
Yuzhe Yang, Kaiwen Zha, Ying-Cong Chen, Hao Wang, Dina Katabi
Delving into Deep Imbalanced Regression. ICML (2021)
Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter Staar, Shady Abu Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogério Feris, Leonid Karlinsky
Unsupervised Domain Generalization by Learning a Bridge Across Domains. CoRR (2021)
Shichao Yue, Dina Katabi
Liquid testing with your smartphone. Commun. ACM 64 (10) (2021)
Hao Wang, Hao He, Dina Katabi
Continuously Indexed Domain Adaptation. ICML (2020)
Lijie Fan, Tianhong Li, Yuan Yuan, Dina Katabi
In-Home Daily-Life Captioning Using Radio Signals. ECCV (2) (2020)
Chen-Yu Hsu, Abbas Zeitoun, Guang-He Lee, Dina Katabi, Tommi S. Jaakkola
Self-Supervised Learning of Appliance Usage. ICLR (2020)
Yunzhu Li, Hao He, Jiajun Wu, Dina Katabi, Antonio Torralba
Learning Compositional Koopman Operators for Model-Based Control. ICLR (2020)
Hao Wang, Hao He, Dina Katabi
Continuously Indexed Domain Adaptation. CoRR (2020)
Shichao Yue, Yuzhe Yang, Hao Wang, Hariharan Rahul, Dina Katabi
BodyCompass: Monitoring Sleep Posture with Wireless Signals. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (2) (2020)
Lijie Fan, Tianhong Li, Rongyao Fang, Rumen Hristov, Yuan Yuan, Dina Katabi
Learning Longterm Representations for Person Re-Identification Using Radio Signals. CVPR (2020)
Lijie Fan, Tianhong Li, Rongyao Fang, Rumen Hristov, Yuan Yuan, Dina Katabi
Learning Longterm Representations for Person Re-Identification Using Radio Signals. CoRR (2020)
Lijie Fan, Tianhong Li, Yuan Yuan, Dina Katabi
In-Home Daily-Life Captioning Using Radio Signals. CoRR (2020)
Yuzhe Yang, Guo Zhang, Zhi Xu, Dina Katabi
Harnessing Structures for Value-Based Planning and Reinforcement Learning. ICLR (2020)
Tianhong Li, Lijie Fan, Yuan Yuan, Hao He, Yonglong Tian, Dina Katabi
Information-Preserving Contrastive Learning for Self-Supervised Representations. CoRR (2020)
Chen-Yu Hsu, Piotr Indyk, Dina Katabi, Ali Vakilian
Learning-Based Frequency Estimation Algorithms. ICLR (Poster) (2019)
Hao Wang, Chengzhi Mao, Hao He, Mingmin Zhao, Tommi S. Jaakkola, Dina Katabi
Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling. CoRR (2019)
Yuzhe Yang, Guo Zhang, Zhi Xu, Dina Katabi
ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation. ICML (2019)
Yuzhe Yang, Guo Zhang, Dina Katabi, Zhi Xu
ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation. CoRR (2019)
Yunzhu Li, Hao He, Jiajun Wu, Dina Katabi, Antonio Torralba
Learning Compositional Koopman Operators for Model-Based Control. CoRR (2019)
Hao Wang, Chengzhi Mao, Hao He, Mingmin Zhao, Tommi S. Jaakkola, Dina Katabi
Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling. AAAI (2019)
Tianhong Li, Lijie Fan, Mingmin Zhao, Yingcheng Liu, Dina Katabi
Making the Invisible Visible: Action Recognition Through Walls and Occlusions. CoRR (2019)
Shichao Yue, Dina Katabi
Liquid Testing with Your Smartphone. MobiSys (2019)
Deepak Vasisht, Swarun Kumar, Hariharan Rahul, Dina Katabi
Perspective: eliminating channel feedback in next generation cellular networks. Comput. Commun. Rev. 49 (5) (2019)
Mingmin Zhao, Yingcheng Liu, Aniruddh Raghu, Hang Zhao, Tianhong Li, Antonio Torralba, Dina Katabi
Through-Wall Human Mesh Recovery Using Radio Signals. ICCV (2019)
Guo Zhang, Hao He, Dina Katabi
Circuit-GNN: Graph Neural Networks for Distributed Circuit Design. ICML (2019)
Tianhong Li, Lijie Fan, Mingmin Zhao, Yingcheng Liu, Dina Katabi
Making the Invisible Visible: Action Recognition Through Walls and Occlusions. ICCV (2019)
Yuzhe Yang, Guo Zhang, Zhi Xu, Dina Katabi
Harnessing Structures for Value-Based Planning and Reinforcement Learning. CoRR (2019)
Muriel Médard, Sachin Katti, Dina Katabi, Wenjun Hu, Hariharan Rahul, Jon Crowcroft
XORs in the past and future. Comput. Commun. Rev. 49 (5) (2019)
Chen-Yu Hsu, Rumen Hristov, Guang-He Lee, Mingmin Zhao, Dina Katabi
Enabling Identification and Behavioral Sensing in Homes using Radio Reflections. CHI (2019)
Mingmin Zhao, Fadel Adib, Dina Katabi
Emotion recognition using wireless signals. Commun. ACM 61 (9) (2018)
Haitham Hassanieh, Omid Abari, Michael Rodriguez, Mohammed A. Abdelghany, Dina Katabi, Piotr Indyk
Fast millimeter wave beam alignment. SIGCOMM (2018)
Shichao Yue, Hao He, Hao Wang, Hariharan Rahul, Dina Katabi
Extracting Multi-Person Respiration from Entangled RF Signals. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (2) (2018)
Mingmin Zhao, Yonglong Tian, Hang Zhao, Mohammad Abu Alsheikh, Tianhong Li, Rumen Hristov, Zachary Kabelac, Dina Katabi, Antonio Torralba
RF-based 3D skeletons. SIGCOMM (2018)
Mingmin Zhao, Tianhong Li, Mohammad Abu Alsheikh, Yonglong Tian, Hang Zhao, Antonio Torralba, Dina Katabi
Through-Wall Human Pose Estimation Using Radio Signals. CVPR (2018)
Deepak Vasisht, Anubhav Jain, Chen-Yu Hsu, Zachary Kabelac, Dina Katabi
Duet: Estimating User Position and Identity in Smart Homes Using Intermittent and Incomplete RF-Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (2) (2018)
Yonglong Tian, Guang-He Lee, Hao He, Chen-Yu Hsu, Dina Katabi
RF-Based Fall Monitoring Using Convolutional Neural Networks. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Deepak Vasisht, Guo Zhang, Omid Abari, Hsiao-Ming Lu, Jacob Flanz, Dina Katabi
In-body backscatter communication and localization. SIGCOMM (2018)
Deepak Vasisht, Swarun Kumar, Hariharan Rahul, Dina Katabi
Eliminating Channel Feedback in Next-Generation Cellular Networks. GetMobile Mob. Comput. Commun. 21 (3) (2017)
Mingmin Zhao, Shichao Yue, Dina Katabi, Tommi S. Jaakkola, Matt T. Bianchi
Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture. ICML (2017)
Chen-Yu Hsu, Yuchen Liu, Zachary Kabelac, Rumen Hristov, Dina Katabi, Christine Liu
Extracting Gait Velocity and Stride Length from Surrounding Radio Signals. CHI (2017)
Stephanie Gil, Swarun Kumar, Mark Mazumder, Dina Katabi, Daniela Rus
Guaranteeing spoof-resilient multi-robot networks. Auton. Robots 41 (6) (2017)
Haitham Hassanieh, Omid Abari, Michael Rodreguez, Mohammed A. Abdelghany, Dina Katabi, Piotr Indyk
Agile Millimeter Wave Networks with Provable Guarantees. CoRR (2017)
Omid Abari, Dinesh Bharadia, Austin Duffield, Dina Katabi
Enabling High-Quality Untethered Virtual Reality. NSDI (2017)
Chen-Yu Hsu, Aayush Ahuja, Shichao Yue, Rumen Hristov, Zachary Kabelac, Dina Katabi
Zero-Effort In-Home Sleep and Insomnia Monitoring using Radio Signals. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Omid Abari, Haitham Hassanieh, Michael Rodreguiz, Dina Katabi
A millimeter wave software defined radio platform with phased arrays: poster. MobiCom (2016)
Ezzeldin Hamed, Hariharan Rahul, Mohammed A. Abdelghany, Dina Katabi
Real-time Distributed MIMO Systems. SIGCOMM (2016)
Mingmin Zhao, Fadel Adib, Dina Katabi
Emotion recognition using wireless signals. MobiCom (2016)
Omid Abari, Hariharan Rahul, Dina Katabi
Over-the-air Function Computation in Sensor Networks. CoRR (2016)
Omid Abari, Haitham Hassanieh, Michael Rodreguez, Dina Katabi
Millimeter Wave Communications: From Point-to-Point Links to Agile Network Connections. HotNets (2016)
Deepak Vasisht, Swarun Kumar, Dina Katabi
Decimeter-Level Localization with a Single WiFi Access Point. NSDI (2016)
Omid Abari, Dinesh Bharadia, Austin Duffield, Dina Katabi
Cutting the Cord in Virtual Reality. HotNets (2016)
Deepak Vasisht, Swarun Kumar, Hariharan Rahul, Dina Katabi
Eliminating Channel Feedback in Next-Generation Cellular Networks. SIGCOMM (2016)
Stephanie Gil, Swarun Kumar, Mark Mazumder, Dina Katabi, Daniela Rus
Guaranteeing Spoof-Resilient Multi-Robot Networks. Robotics: Science and Systems (2015)
Stephanie Gil, Swarun Kumar, Dina Katabi, Daniela Rus
Adaptive communication in multi-robot systems using directionality of signal strength. Int. J. Robotics Res. 34 (7) (2015)
Lixin Shi, Zachary Kabelac, Dina Katabi, David Perreault
Poster: Wireless Power Hotspot that Charges All of Your Devices. S3@MobiCom (2015)
Lixin Shi, Paramvir Bahl, Dina Katabi
Beyond Sensing: Multi-GHz Realtime Spectrum Analytics. NSDI (2015)
Fadel Adib, Chen-Yu Hsu, Hongzi Mao, Dina Katabi, Frédo Durand
Capturing the human figure through a wall. ACM Trans. Graph. 34 (6) (2015)
Deepak Vasisht, Swarun Kumar, Dina Katabi
Sub-Nanosecond Time of Flight on Commercial Wi-Fi Cards. CoRR (2015)
Deepak Vasisht, Swarun Kumar, Dina Katabi
Sub-Nanosecond Time of Flight on Commercial Wi-Fi Cards. SIGCOMM (2015)
Dina Katabi, Omid Abari, Deepak Vasisht, Anantha Chandrakasan
Caraoke: An E-Toll Transponder Network for Smart Cities. Computer Communication Review (2015)
Ezzeldin Hamed, Hariharan Rahul, Mohammed A. Abdelghany, Dina Katabi
A Real-time 802.11 Compatible Distributed MIMO System. SIGCOMM (2015)
Dina Katabi, Deepak Vasisht, Swarun Kumar
Sub-Nanosecond Time of Flight on Commercial Wi-Fi Cards. Computer Communication Review (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dina Katabi