Ashish Kapoor

Eric Horvitz, Ashish Kapoor, Zachary Horvitz, 2014, IPSN-14 Proceedings of the 13th International Symposium on Information Processing in Sensor Networks.

Utility-Theoretic Considerations in Classification: Extensions for Efficient Computation of ROC Curves

Eric Horvitz, Ashish Kapoor, E. Horvitz, 2006 .

Adaptive Information Gathering via Imitation Learning pdf

Gireeja Ranade, Ashish Kapoor, Sebastian Scherer, 2017, Robotics: Science and Systems.

BIRDSAI: A Dataset for Detection and Tracking in Aerial Thermal Infrared Videos

Ashish Kapoor, Milind Tambe, Saket Anand, 2020, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Mixture of Gaussian Processes for Combining Multiple Modalities

Ashish Kapoor, Rosalind W. Picard, Hyungil Ahn, 2005, Multiple Classifier Systems.

A Deep Hybrid Model for Weather Forecasting

Eric Horvitz, Ashish Kapoor, Aditya Grover, 2015, KDD.

Verifying Controllers Against Adversarial Examples with Bayesian Optimization

Gireeja Ranade, Ashish Kapoor, Felix Berkenkamp, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

CueFlik: interactive concept learning in image search

Desney S. Tan, Ashish Kapoor, James Fogarty, 2008, CHI.

Personalization of image enhancement

Dani Lischinski, Ashish Kapoor, Sing Bing Kang, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Visual recognition and detection under bounded computational resources

Ashish Kapoor, Sudheendra Vijayanarasimhan, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

How to make Face Recognition Work: The Power of Modeling Context

Gang Hua, Ashish Kapoor, Dahua Lin, 2012 .

FarmBeats: An IoT Platform for Data-Driven Agriculture

Ranveer Chandra, Ashish Kapoor, Sudipta N. Sinha, 2017, NSDI.

No-regret replanning under uncertainty

Gireeja Ranade, Ashish Kapoor, Wen Sun, 2017, 2017 IEEE International Conference on Robotics and Automation (ICRA).

Learning to gather information via imitation

Gireeja Ranade, Ashish Kapoor, Debadeepta Dey, 2016, 2017 IEEE International Conference on Robotics and Automation (ICRA).

Safe Control under Uncertainty pdf

Ashish Kapoor, Dorsa Sadigh, Ashish Kapoor, 2015, ArXiv.

Collaborative Personalization of Image Enhancement

Dani Lischinski, Ashish Kapoor, Juan C. Caicedo, 2011, CVPR 2011.

Internet-based real time remote monitoring system for machining processes

Ramaratnam R Bishu, Ashish Kapoor, Kamlakar P Rajurkar, 1999 .

Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal Representations

Ashish Kapoor, Sebastian Scherer, Vibhav Vineet, 2019 .

Collaborative personalization of image enhancement

Ashish Kapoor, Juan C. Caicedo, Sing Bing Kang, 2011, CVPR.

Affect-based Intrinsic Rewards for Learning General Representations

Ashish Kapoor, Daniel McDuff, Daniel J. McDuff, 2019, ArXiv.

Nodding in conversations with a robot

Trevor Darrell, Ashish Kapoor, Louis-Philippe Morency, 2004, CHI EA '04.

AffectAura: an intelligent system for emotional memory

Daniel McDuff, Mary Czerwinski, Ashish Kapoor, 2012, CHI.

Submodular Trajectory Optimization for Aerial 3D Scanning

Pat Hanrahan, Ashish Kapoor, Debadeepta Dey, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Identifying Bias in AI using Simulation pdf

Daniel McDuff, Ashish Kapoor, Daniel J. McDuff, 2018, ArXiv.

Data-driven planning via imitation learning

Gireeja Ranade, Ashish Kapoor, Sebastian Scherer, 2017, Int. J. Robotics Res..

Learning a blind measure of perceptual image quality

Ashish Kapoor, Neel Joshi, Huixuan Tang, 2011, CVPR 2011.

Exploiting sparsity and co-occurrence structure for action unit recognition

Daniel McDuff, Yale Song, Ashish Kapoor, 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

Quantum deep learning

Ashish Kapoor, Nathan Wiebe, Krysta Marie Svore, 2014, Quantum Inf. Comput..

Overview based example selection in end user interactive concept learning

Desney S. Tan, Ashish Kapoor, James Fogarty, 2009, UIST '09.

Effective End-User Interaction with Machine Learning

Desney S. Tan, Ashish Kapoor, James Fogarty, 2011, AAAI.

On Recovering Structure of Affect

Mary Czerwinski, Ashish Kapoor, Diana L. MacLean, 2013, 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction.

Nobody likes Mondays: foreground detection and behavioral patterns analysis in complex urban scenes

Nicu Sebe, Eric Horvitz, Ashish Kapoor, 2013, ARTEMIS '13.

Modeling Long-Term Search Engine Usage

Ryen W. White, Susan T. Dumais, Ashish Kapoor, 2010, UMAP.

Which faces to tag: Adding prior constraints into active learning

Gang Hua, Ashish Kapoor, Simon Baker, 2009, 2009 IEEE 12th International Conference on Computer Vision.

Automatic facial action analysis

Ashish Kapoor, 2002 .

Fast second-order cone programming for safe mission planning

Ashish Kapoor, Prateek Jain, Kai Zhong, 2016, 2017 IEEE International Conference on Robotics and Automation (ICRA).

Active learning for sparse bayesian multilabel classification

Ashish Kapoor, Manik Varma, Deepak Vasisht, 2014, KDD.

Deterministic permutation routing on a reconfigurable mesh

Ashish Kapoor, Heiko Schröder, Bryan Beresford-Smith, 1994, Proceedings of 8th International Parallel Processing Symposium.

Active Learning with Model Selection

Ashish Kapoor, Rich Caruana, Alnur Ali, 2014, AAAI.

The Activity Platform

Helen J. Wang, Mary Czerwinski, Susan T. Dumais, 2015, HotOS.

An Interactive Approach to Solving Correspondence Problems

Eric Horvitz, Ashish Kapoor, Stefanie Jegelka, 2013, International Journal of Computer Vision.

Learning Controls Using Cross-Modal Representations: Bridging Simulation and Reality for Drone Racing pdf

Ashish Kapoor, Vibhav Vineet, Sebastian Scherer, 2019, ArXiv.

Context-Based Automatic Local Image Enhancement

Ashish Kapoor, Sing Bing Kang, Sung Ju Hwang, 2012, ECCV.

Engineering Cellular Microenvironments

Ashish Kapoor, 2015 .

Safety-Aware Algorithms for Adversarial Contextual Bandit

Ashish Kapoor, Wen Sun, Debadeepta Dey, 2017, ICML.

Fast Safe Mission Plans for Autonomous Vehicles

Ashish Kapoor, Debadeepta Dey, Dorsa Sadigh, 2016 .

Risk-Aware Algorithms for Adversarial Contextual Bandits pdf

Ashish Kapoor, Wen Sun, Debadeepta Dey, 2016, ArXiv.

CueT: human-guided fast and accurate network alarm triage

Ratul Mahajan, Ashish Kapoor, Bongshin Lee, 2011, CHI.

Interactive optimization for steering machine classification

Desney S. Tan, Eric Horvitz, Ashish Kapoor, 2010, CHI.

Semi-supervised analysis of gene expression profiles for lineage-specific development in the Caenorhabditis elegans embryo

Yuan Qi, Ashish Kapoor, Tommi S. Jaakkola, 2006, ISMB.

Fully automatic upper facial action recognition

Yuan Qi, Ashish Kapoor, Rosalind W. Picard, 2003, 2003 IEEE International SOI Conference. Proceedings (Cat. No.03CH37443).

Probabilistic Safety Programs pdf

Ashish Kapoor, Debadeepta Dey, Shital Shah, 2016, ArXiv.

Affect-based Intrinsic Rewards for Learning General Representations pdf

Ashish Kapoor, Daniel McDuff, Dean Zadok, 2019, ArXiv.

Digital image analysis for microfluidic paper based pH sensor platform

Ashish Kapoor, Oinam Robita Chanu, Varshini Karthik, 2020 .

TartanAir: A Dataset to Push the Limits of Visual SLAM pdf

Ashish Kapoor, Delong Zhu, Sebastian Scherer, 2020, ArXiv.

Probabilistic combination of multiple modalities to detect interest

Yuri Ivanov, Ashish Kapoor, Rosalind W. Picard, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Breaking boundaries: active information acquisition across learning and diagnosis

Eric Horvitz, Ashish Kapoor, E. Horvitz, 2009, NIPS 2009.

Helping Reduce Environmental Impact of Aviation with Machine Learning pdf

Ashish Kapoor, 2020, ArXiv.

Denoised Smoothing: A Provable Defense for Pretrained Classifiers

Mingjie Sun, Ashish Kapoor, Greg Yang, 2020, NeurIPS.

New Frontiers in Machine Learning for Predictive User Modeling

Ashish Kapoor, 2010, AmI 2010.

People, Quakes, and Communications: Inferences from Call Dynamics about a Seismic Event and its Influences on a Population

Eric Horvitz, Ashish Kapoor, Nathan Eagle, 2010, AAAI Spring Symposium: Artificial Intelligence for Development.

VTalk: A System for generating Text-to-Audio-Visual Speech

Ashish Kapoor, Prem Kalra, Udit Kumar Goyal, 2001 .

Multilabel Classification using Bayesian Compressed Sensing

Ashish Kapoor, Prateek Jain, Raajay Viswanathan, 2012, NIPS.

FeatureInsight: Visual support for error-driven feature ideation in text classification

Ashish Kapoor, Bongshin Lee, Patrice Y. Simard, 2015, 2015 IEEE Conference on Visual Analytics Science and Technology (VAST).

Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage

Ratul Mahajan, Ashish Kapoor, Bongshin Lee, 2011, IJCAI.

Designing for End-User Interactive Concept Learning in CueFlik

Desney S. Tan, Ashish Kapoor, James Fogarty, 2016 .

Riffled Independence for Efficient Inference with Partial Rankings pdf

Ashish Kapoor, Carlos Guestrin, Jonathan Huang, 2012, J. Artif. Intell. Res..

Hyperparameter and Kernel Learning for Graph Based Semi-Supervised Classification

Yuan Qi, Ashish Kapoor, Rosalind W. Picard, 2005, NIPS.

Overview-Based Examples Selection in Mixed-Initiative Interactive Concept Learning

Desney S. Tan, Ashish Kapoor, James Fogarty, 2016 .

Text-to-Audiovisual Speech Synthesizer

Ashish Kapoor, Prem Kumar Kalra, Udit Kumar Goyal, 2000, Virtual Worlds.

Approximate Bayesian Inference via Rejection Filtering

Ashish Kapoor, Nathan Wiebe, Krysta M. Svore, 2015 .

Blind Image Quality Assessment Using Semi-supervised Rectifier Networks

Ashish Kapoor, Neel Joshi, Huixuan Tang, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Experience sampling for building predictive user models: a comparative study

Eric Horvitz, Ashish Kapoor, 2008, CHI.

Design for worker safety: an expert systems approach

Ashish Kapoor, Bhaskaran Gopalakrishnan, Michael Carr, 1999, Optics East.

Safe Control under Uncertainty with Probabilistic Signal Temporal Logic

Ashish Kapoor, Dorsa Sadigh, Ashish Kapoor, 2016, Robotics: Science and Systems.

Reports of the AAAI 2009 Spring Symposia

Katherine M. Tsui, Andrea Lockerd Thomaz, Sergei Nirenburg, 2009, AI Mag..

Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition

Eric Horvitz, Ashish Kapoor, 2009, NIPS.

Modeling Co-articulation in Text-to-Audio Visual Speech

Ashish Kapoor, Prem Kalra, Udit Kumar Goyal, 2016 .

Food and Mood: Just-in-Time Support for Emotional Eating

Paul Johns, Mary Czerwinski, Ashish Kapoor, 2013, 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction.

Do Adversarially Robust ImageNet Models Transfer Better? pdf

Ashish Kapoor, Aleksander Madry, Hadi Salman, 2020, NeurIPS.

Memory constrained face recognition

Eric Horvitz, Ashish Kapoor, Sumit Basu, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Scalable Semisupervised Functional Neurocartography Reveals Canonical Neurons in Behavioral Networks

Eric Horvitz, Ashish Kapoor, William B. Kristan, 2016, Neural Computation.

Explorations and Lessons Learned in Building an Autonomous Formula SAE Car from Simulations pdf

Ashish Kapoor, Kira Radinsky, Tom Hirshberg, 2019, SIMULTECH.

AirSim Drone Racing Lab

Ashish Kapoor, Davide Scaramuzza, Matthew Brown, 2020, NeurIPS.

Active learning for large multi-class problems

Ashish Kapoor, Prateek Jain, Ashish Kapoor, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Unadversarial Examples: Designing Objects for Robust Vision pdf

Ashish Kapoor, Aleksander Madry, Hadi Salman, 2020, NeurIPS.

Characterizing Bias in Classifiers using Generative Models

Daniel McDuff, Yale Song, Shuang Ma, 2019, NeurIPS.

Inferring and Learning from Neuronal Correspondences pdf

Eric Horvitz, Ashish Kapoor, Stefanie Jegelka, 2015, ArXiv.

Honest signals in video conferencing

Mary Czerwinski, Ashish Kapoor, Bongshin Lee, 2011, 2011 IEEE International Conference on Multimedia and Expo.

Quantum algorithms for nearest-neighbor methods for supervised and unsupervised learning

Ashish Kapoor, Nathan Wiebe, Krysta Marie Svore, 2014, Quantum Inf. Comput..

AffectAura: Emotional wellbeing reflection system

Daniel McDuff, Mary Czerwinski, Ashish Kapoor, 2012, 2012 6th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops.

Inverse Optimal Planning for Air Traffic Control

Vijay Kumar, Alejandro Ribeiro, Ashish Kapoor, 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Learning discriminative models with incomplete data

Ashish Kapoor, Rosalind W. Picard, Ashish Kapoor, 2006 .

Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting

Eric Horvitz, Ashish Kapoor, Stefano Ermon, 2019, DGS@ICLR.

A Joint Gaussian Process Model for Active Visual Recognition with Expertise Estimation in Crowdsourcing

Gang Hua, Ashish Kapoor, Chengjiang Long, 2013, International Journal of Computer Vision.

A real-time head nod and shake detector

Ashish Kapoor, Rosalind W. Picard, Ashish Kapoor, 2001, PUI '01.

Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards

Daniel McDuff, Ashish Kapoor, Daniel J. McDuff, 2018, ICLR.

On Greedy Maximization of Entropy

Ashish Kapoor, Amit Deshpande, Dravyansh Sharma, 2015, ICML.

Submodular Trajectory Optimization for Aerial 3 D Scanning Supplementary Material

Pat Hanrahan, Ashish Kapoor, Debadeepta Dey, 2017 .

Selective Supervision: Guiding Supervised Learning with Decision-Theoretic Active Learning

Eric Horvitz, Ashish Kapoor, Sumit Basu, 2007, IJCAI.

Adversarial Attacks on Optimization based Planners pdf

Ashish Kapoor, Sai Vemprala, 2020, ArXiv.

Gaussian Processes for Object Categorization

Trevor Darrell, Ashish Kapoor, Raquel Urtasun, 2010, International Journal of Computer Vision.

TxMiner: Identifying transmitters in real-world spectrum measurements

Aakanksha Chowdhery, Ranveer Chandra, Ashish Kapoor, 2015, 2015 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN).

Active Graph Reachability Reduction for Network Security and Software Engineering

John Dunagan, Ashish Kapoor, Alice X. Zheng, 2011, IJCAI.

Complementary computing for visual tasks: Meshing computer vision with human visual processing

Desney S. Tan, Eric Horvitz, Ashish Kapoor, 2008, 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition.

Probabilistic Kernel Combination for Hierarchical Object Categorization

Trevor Darrell, Ashish Kapoor, Raquel Urtasun, 2009 .

The audio epitome: a new representation for modeling and classifying auditory phenomena

Ashish Kapoor, Sumit Basu, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Active Learning with Gaussian Processes for Object Categorization

Trevor Darrell, Ashish Kapoor, Raquel Urtasun, 2007, 2007 IEEE 11th International Conference on Computer Vision.

Visceral Machines: Reinforcement Learning with Intrinsic Rewards that Mimic the Human Nervous System pdf

Daniel McDuff, Ashish Kapoor, Daniel J. McDuff, 2018, ArXiv.

Home Heating Using GPS-Based Arrival Prediction

Ashish Kapoor, Brian R. Meyers, John Krumm, 2010 .

Wi-Fly: Widespread Opportunistic Connectivity via Commercial Air Transport

Ranveer Chandra, Eric Horvitz, Ashish Kapoor, 2017, HotNets.

AirSim-W: A Simulation Environment for Wildlife Conservation with UAVs

Ashish Kapoor, Milind Tambe, Debadeepta Dey, 2018, COMPASS.

Efficient Probabilistic Inference with Partial Ranking Queries

Ashish Kapoor, Carlos Guestrin, Jonathan Huang, 2011, UAI.

Deep Reinforcement Learning of Universal Policies with Diverse Environment Summaries

Ashish Kapoor, Debadeepta Dey, Felix Berkenkamp, 2018 .

3DB: A Framework for Debugging Computer Vision Models pdf

Ashish Kapoor, Aleksander Madry, Vibhav Vineet, 2021, NeurIPS.

CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning pdf

Daniel McDuff, Ashish Kapoor, Kwanghoon Sohn, 2021, CLeaR.

Adversarial Training on Point Clouds for Sim-to-Real 3D Object Detection

Geoffrey A. Hollinger, Ashish Kapoor, Li Fuxin, 2021, IEEE Robotics and Automation Letters.

Representation Learning for Event-based Visuomotor Policies pdf

Ashish Kapoor, Sai Vemprala, Sami Mian, 2021, NeurIPS.

Quantum algorithms for reinforcement learning with a generative model pdf

Martin Rötteler, Ashish Kapoor, Robin Kothari, 2021, ICML.

Modeling Affect-based Intrinsic Rewards for Exploration and Learning

Daniel McDuff, Ashish Kapoor, Dean Zadok, 2021, 2021 IEEE International Conference on Robotics and Automation (ICRA).

Adversarial Attacks on Optimization based Planners

Ashish Kapoor, Sai Vemprala, Ashish Kapoor, 2020, 2021 IEEE International Conference on Robotics and Automation (ICRA).

Denoised Smoothing: A Provable Defense for Pretrained Classifiers

Mingjie Sun, Ashish Kapoor, Greg Yang, 2020, NeurIPS.

TartanAir: A Dataset to Push the Limits of Visual SLAM

Ashish Kapoor, Delong Zhu, Sebastian Scherer, 2020, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Principles of Lifelong Learning

Eric Horvitz, Ashish Kapoor, E. Horvitz, 2006 .

Food and Mood: An Exploration in Emotional Eating Intervention

Mary Czerwinski, Ashish Kapoor, Asta Roseway, 2013 .