Dina Katabi

Orcid: 0000-0003-4854-4157

Affiliations:
  • MIT, Cambridge, USA


According to our database1, Dina Katabi authored at least 160 papers between 2000 and 2024.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2013, "For contributions in cross-layer wireless networking, wireless network coding, and Internet congestion control.".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Contactless Polysomnography: What Radio Waves Tell Us about Sleep.
CoRR, 2024

2023
Adversarial Continual Learning to Transfer Self-Supervised Speech Representations for Voice Pathology Detection.
IEEE Signal Process. Lett., 2023

Learning Vision from Models Rivals Learning Vision from Data.
CoRR, 2023

The Limits of Fair Medical Imaging AI In The Wild.
CoRR, 2023

Scaling Laws of Synthetic Images for Model Training ... for Now.
CoRR, 2023

Self-conditioned Image Generation via Generating Representations.
CoRR, 2023

Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency.
CoRR, 2023

Reparo: Loss-Resilient Generative Codec for Video Conferencing.
CoRR, 2023

Addressing Feature Suppression in Unsupervised Visual Representations.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Rank-N-Contrast: Learning Continuous Representations for Regression.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Improving CLIP Training with Language Rewrites.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Contactless Oxygen Monitoring with Radio Waves and Gated Transformer.
Proceedings of the Machine Learning for Healthcare Conference, 2023

Change is Hard: A Closer Look at Subpopulation Shift.
Proceedings of the International Conference on Machine Learning, 2023

SimPer: Simple Self-Supervised Learning of Periodic Targets.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Unsupervised Object Localization with Representer Point Selection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Digital Phenotyping of Autoimmune Diseases Using Non-Contact Radio Frequency Sensing: A Longitudinal Study Comparing Systemic Lupus Erythematosus and Healthy Participants.
Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
CornerRadar: RF-Based Indoor Localization Around Corners.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Contactless Oxygen Monitoring with Gated Transformer.
CoRR, 2022

Supervised Contrastive Regression.
CoRR, 2022

On Multi-Domain Long-Tailed Recognition, Generalization and Beyond.
CoRR, 2022

Unsupervised Learning for Human Sensing Using Radio Signals.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond.
Proceedings of the Computer Vision - ECCV 2022, 2022

Targeted Supervised Contrastive Learning for Long-Tailed Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Unsupervised Domain Generalization by Learning a Bridge Across Domains.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Liquid testing with your smartphone.
Commun. ACM, 2021

Keynote: Monitoring People and their Vital Signs Using Radio Signals and Machine Learning.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021

1.3 Working at the Intersection of Machine Learning, Signal Processing, Sensors, and Circuits.
Proceedings of the IEEE International Solid-State Circuits Conference, 2021

Delving into Deep Imbalanced Regression.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
BodyCompass: Monitoring Sleep Posture with Wireless Signals.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Information-Preserving Contrastive Learning for Self-Supervised Representations.
CoRR, 2020

Continuously Indexed Domain Adaptation.
Proceedings of the 37th International Conference on Machine Learning, 2020

Harnessing Structures for Value-Based Planning and Reinforcement Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020

Learning Compositional Koopman Operators for Model-Based Control.
Proceedings of the 8th International Conference on Learning Representations, 2020

Self-Supervised Learning of Appliance Usage.
Proceedings of the 8th International Conference on Learning Representations, 2020

In-Home Daily-Life Captioning Using Radio Signals.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Longterm Representations for Person Re-Identification Using Radio Signals.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Perspective: eliminating channel feedback in next generation cellular networks.
Comput. Commun. Rev., 2019

XORs in the past and future.
Comput. Commun. Rev., 2019

Circuit-GNN: Graph Neural Networks for Distributed Circuit Design.
Proceedings of the 36th International Conference on Machine Learning, 2019

ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation.
Proceedings of the 36th International Conference on Machine Learning, 2019

Learning-Based Frequency Estimation Algorithms.
Proceedings of the 7th International Conference on Learning Representations, 2019

Through-Wall Human Mesh Recovery Using Radio Signals.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Making the Invisible Visible: Action Recognition Through Walls and Occlusions.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Enabling Identification and Behavioral Sensing in Homes using Radio Reflections.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Extracting Multi-Person Respiration from Entangled RF Signals.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Duet: Estimating User Position and Identity in Smart Homes Using Intermittent and Incomplete RF-Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

RF-Based Fall Monitoring Using Convolutional Neural Networks.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Emotion recognition using wireless signals.
Commun. ACM, 2018

RF-based 3D skeletons.
Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

In-body backscatter communication and localization.
Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

Fast millimeter wave beam alignment.
Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

Through-Wall Human Pose Estimation Using Radio Signals.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Eliminating Channel Feedback in Next-Generation Cellular Networks.
GetMobile Mob. Comput. Commun., 2017

Zero-Effort In-Home Sleep and Insomnia Monitoring using Radio Signals.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Agile Millimeter Wave Networks with Provable Guarantees.
CoRR, 2017

Guaranteeing spoof-resilient multi-robot networks.
Auton. Robots, 2017

Enabling High-Quality Untethered Virtual Reality.
Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture.
Proceedings of the 34th International Conference on Machine Learning, 2017

Extracting Gait Velocity and Stride Length from Surrounding Radio Signals.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016
Over-the-air Function Computation in Sensor Networks.
CoRR, 2016

Real-time Distributed MIMO Systems.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Decimeter-Level Localization with a Single WiFi Access Point.
Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

A millimeter wave software defined radio platform with phased arrays: poster.
Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

Millimeter Wave Communications: From Point-to-Point Links to Agile Network Connections.
Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

Cutting the Cord in Virtual Reality.
Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

2015
Capturing the human figure through a wall.
ACM Trans. Graph., 2015

Adaptive communication in multi-robot systems using directionality of signal strength.
Int. J. Robotics Res., 2015

Sub-Nanosecond Time of Flight on Commercial Wi-Fi Cards.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

A Real-time 802.11 Compatible Distributed MIMO System.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Caraoke: An E-Toll Transponder Network for Smart Cities.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Beyond Sensing: Multi-GHz Realtime Spectrum Analytics.
Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Securing RFIDs by Randomizing the Modulation and Channel.
Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Multi-Person Localization via RF Body Reflections.
Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Poster: Wireless Power Hotspot that Charges All of Your Devices.
Proceedings of the 2015 Workshop on Wireless of the Students, 2015

Wireless Power Hotspot that Charges All of Your Devices.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

AirShare: Distributed coherent transmission made seamless.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Smart Homes that Monitor Breathing and Heart Rate.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014
Light Field Reconstruction Using Sparsity in the Continuous Fourier Domain.
ACM Trans. Graph., 2014

JMB: scaling wireless capacity with user demands.
Commun. ACM, 2014

3D Tracking via Body Radio Reflections.
Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

Tracking people and monitoring their vital signs using body radio reflections.
Proceedings of the 2014 Workshop on Physical Analytics, 2014

RF-IDraw: virtual touch screen in the air using RF signals.
Proceedings of the 6th annual workshop on Wireless of the students, 2014

Tackling societal grand challenges using mobile computing.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

D-BigBand: sensing GHZ-wide non-sparse spectrum on commodity radios.
Proceedings of the 6th annual workshop on Wireless of the students, 2014

LTE radio analytics made easy and accessible.
Proceedings of the 6th annual workshop on Wireless of the students, 2014

Accurate indoor localization with zero start-up cost.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Magnetic MIMO: how to charge your phone in your pocket.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Demo: real-time breath monitoring using wireless signals.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Poster: clock synchronization for distributed wireless protocols at the physical layer.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

27.4 A 0.75-million-point fourier-transform chip for frequency-sparse signals.
Proceedings of the 2014 IEEE International Conference on Solid-State Circuits Conference, 2014

GHz-wide sensing and decoding using the sparse Fourier transform.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

High-throughput implementation of a million-point sparse Fourier Transform.
Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

2013
Shift Finding in Sub-Linear Time.
Proceedings of the Twenty-Fourth Annual ACM-SIAM Symposium on Discrete Algorithms, 2013

Dude, where's my card?: RFID positioning that works with multipath and non-line of sight.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Bringing cross-layer MIMO to today's wireless LANs.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

See through walls with WiFi!
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

RF-compass: robot object manipulation using RFIDs.
Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

Interference alignment by motion.
Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

Sample-optimal average-case sparse Fourier Transform in two dimensions.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012
A light-weight wireless handshake.
Comput. Commun. Rev., 2012

Nearly optimal sparse fourier transform.
Proceedings of the 44th Symposium on Theory of Computing Conference, 2012

Simple and practical algorithm for sparse Fourier transform.
Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms, 2012

Efficient and reliable low-power backscatter networks.
Proceedings of the ACM SIGCOMM 2012 Conference, 2012

CarSpeak: a content-centric network for autonomous driving.
Proceedings of the ACM SIGCOMM 2012 Conference, 2012

A cloud-assisted design for autonomous driving.
Proceedings of the first edition of the MCC workshop on Mobile cloud computing, 2012

Rate adaptation for 802.11 multiuser mimo networks.
Proceedings of the 18th Annual International Conference on Mobile Computing and Networking, 2012

Faster GPS via the sparse fourier transform.
Proceedings of the 18th Annual International Conference on Mobile Computing and Networking, 2012

2011
Sora promises lasting impact: technical perspective.
Commun. ACM, 2011

Secure In-Band Wireless Pairing.
Proceedings of the 20th USENIX Security Symposium, 2011

Random access heterogeneous MIMO networks.
Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

They can hear your heartbeats: non-invasive security for implantable medical devices.
Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

Clearing the RF smog: making 802.11n robust to cross-technology interference.
Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

A cross-layer design for scalable mobile video.
Proceedings of the 17th Annual International Conference on Mobile Computing and Networking, 2011

Physical layer wireless security made fast and channel independent.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Performance regimes of uncoded linear communications over AWGN channels.
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

2010
SourceSync: a distributed wireless architecture for exploiting sender diversity.
Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010

PixNet: LCD-camera pairs as communication links.
Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010

SoftCast: one-size-fits-all wireless video.
Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010

Enabling Configuration-Independent Automation by Non-Expert Users.
Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation, 2010

PixNet: interference-free wireless links using LCD-camera pairs.
Proceedings of the 16th Annual International Conference on Mobile Computing and Networking, 2010

SoftCast: clean-slate scalable wireless video.
Proceedings of the 2010 ACM workshop on Wireless of the students, 2010

2009
Interference alignment and cancellation.
Proceedings of the ACM SIGCOMM 2009 Conference on Applications, 2009

Frequency-aware rate adaptation and MAC protocols.
Proceedings of the 15th Annual International Conference on Mobile Computing and Networking, 2009

WikiDo.
Proceedings of the Eight ACM Workshop on Hot Topics in Networks (HotNets-VIII), 2009

One-Size-Fits-All Wireless Video.
Proceedings of the Eight ACM Workshop on Hot Topics in Networks (HotNets-VIII), 2009

2008
XORs in the air: practical wireless network coding.
IEEE/ACM Trans. Netw., 2008

Resilient Network Coding in the Presence of Byzantine Adversaries.
IEEE Trans. Inf. Theory, 2008

Learning to share: narrowband-friendly wideband networks.
Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

Symbol-level network coding for wireless mesh networks.
Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

What's going on?: learning communication rules in edge networks.
Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

Zigzag decoding: combating hidden terminals in wireless networks.
Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

FatVAP: Aggregating AP Backhaul Capacity to Maximize Throughput.
Proceedings of the 5th USENIX Symposium on Networked Systems Design & Implementation, 2008

ZipTx: exploiting the gap between bit errors and packet loss.
Proceedings of the 14th Annual International Conference on Mobile Computing and Networking, 2008

2007
Can you hear me now?!: it must be BGP.
Comput. Commun. Rev., 2007

Dynamic load balancing without packet reordering.
Comput. Commun. Rev., 2007

Embracing wireless interference: analog network coding.
Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

Trading structure for randomness in wireless opportunistic routing.
Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

R-BGP: Staying Connected in a Connected World.
Proceedings of the 4th Symposium on Networked Systems Design and Implementation (NSDI 2007), 2007

Information Slicing: Anonymity Using Unreliable Overlays.
Proceedings of the 4th Symposium on Networked Systems Design and Implementation (NSDI 2007), 2007

Beyond the bits: cooperative packet recovery using physical layer information.
Proceedings of the 13th Annual International Conference on Mobile Computing and Networking, 2007

Joint Relaying and Network Coding in Wireless Networks.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Resilient Network Coding in the Presence of Byzantine Adversaries.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

MIXIT: The Network Meets the Wireless Channel.
Proceedings of the 6th ACM Workshop on Hot Topics in Networks, 2007

2006
Public review for LTCP: improving the performance of TCP in highspeed networks.
Comput. Commun. Rev., 2006

2005
Making the world (of communications) a different place.
Comput. Commun. Rev., 2005

Walking the tightrope: responsive yet stable traffic engineering.
Proceedings of the ACM SIGCOMM 2005 Conference on Applications, 2005

Botz-4-Sale: Surviving Organized DDoS Attacks That Mimic Flash Crowds (Awarded Best Student Paper).
Proceedings of the 2nd Symposium on Networked Systems Design and Implementation (NSDI 2005), 2005

Shrink: a tool for failure diagnosis in IP networks.
Proceedings of the 1st Annual ACM Workshop on Mining Network Data, 2005

Collaborating Against Common Enemies.
Proceedings of the 5th Internet Measurement Conference, 2005

2004
MultiQ: automated detection of multiple bottleneck capacities along a path.
Proceedings of the 4th ACM SIGCOMM Internet Measurement Conference, 2004

An in-band easy-to-deploy mechanism for network-to-transport signaling.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003
Decoupling congestion control and bandwidth allocation policy with application to high bandwidth-delay product networks.
PhD thesis, 2003

A measurement study of available bandwidth estimation tools.
Proceedings of the 3rd ACM SIGCOMM Internet Measurement Conference, 2003

2002
Congestion control for high bandwidth-delay product networks.
Proceedings of the ACM SIGCOMM 2002 Conference on Applications, 2002

2001
A framework for scalable global IP-anycast (GIA).
Comput. Commun. Rev., 2001

A passive approach for detecting shared bottlenecks.
Proceedings of the 10th International Conference on Computer Communications and Networks, 2001

2000
Using support vector machines for spoken digit recognition.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000


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