| 2024 | IJCNN | Supervised Contrastive Learning with Hard Negative Samples. | Ruijie Jiang, Thuan Nguyen, Prakash Ishwar, Shuchin Aeron |
| 2024 | MICCAI | A Lesion-Aware Edge-Based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia. | Zijian Chen, Maria Varkanitsa, Prakash Ishwar, Janusz Konrad, Margrit Betke, Swathi Kiran, Archana Venkataraman |
| 2023 | ICASSP | A Principled Approach to Model Validation in Domain Generalization. | Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron |
| 2023 | IJCNN | Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning. | Ruijie Jiang, Prakash Ishwar, Shuchin Aeron |
| 2022 | AVSS | FRIDA: Fisheye Re-Identification Dataset with Annotations. | Mertcan Cokbas, John Bolognino, Janusz Konrad, Prakash Ishwar |
| 2022 | ICMLA | Trade-off between reconstruction loss and feature alignment for domain generalization. | Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron |
| 2022 | ICPR | Conditional entropy minimization principle for learning domain invariant representation features. | Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron |
| 2022 | IJCNLP | Prediction of People's Emotional Response towards Multi-modal News. | Ge Gao, Sejin Paik, Carley Reardon, Yanling Zhao, Lei Guo, Prakash Ishwar, Margrit Betke, Derry Tanti Wijaya |
| 2022 | LREC | An Unsupervised Approach to Discover Media Frames. | Sha Lai, Yanru Jiang, Lei Guo, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya |
| 2022 | WACV | WEPDTOF: A Dataset and Benchmark Algorithms for In-the-Wild People Detection and Tracking from Overhead Fisheye Cameras. | Mustafa Ozan Tezcan, Zhihao Duan, Mertcan Cokbas, Prakash Ishwar, Janusz Konrad |
| 2021 | AVSS | Geometry-Based Person Re-Identification in Fisheye Stereo. | Joshua Bone, Mertcan Cokbas, Mustafa Ozan Tezcan, Janusz Konrad, Prakash Ishwar |
| 2021 | AVSS | PETS2021: Through-foliage detection and tracking challenge and evaluation. | Jose Luis Patino, Jonathan N. Boyle, James M. Ferryman, Jonas Auer, Julian Pegoraro, Roman P. Pflugfelder, Mertcan Cokbas, Janusz Konrad, Prakash Ishwar, Giulia Slavic, Lucio Marcenaro, Yifan Jiang, Youngsaeng Jin, Hanseok Ko, Guangliang Zhao, Guy Ben-Yosef, Jianwei Qiu |
| 2021 | EMNLP | OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data. | Vibhu Bhatia, Vidya Prasad Akavoor, Sejin Paik, Lei Guo, Mona Jalal, Alyssa Hasegawa Smith, David Assefa Tofu, Edward Edberg Halim, Yimeng Sun, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya |
| 2021 | EMNLP | Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage. | Isidora Chara Tourni, Lei Guo, Taufiq Husada Daryanto, Fabian Zhafransyah, Edward Edberg Halim, Mona Jalal, Boqi Chen, Sha Lai, Hengchang Hu, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya |
| 2020 | ACL | Multi-Label and Multilingual News Framing Analysis. | Afra Feyza Akyrek, Lei Guo, Randa I. Elanwar, Prakash Ishwar, Margrit Betke, Derry Tanti Wijaya |
| 2020 | CVPR | A Cyclically-Trained Adversarial Network for Invariant Representation Learning. | Jiawei Chen, Janusz Konrad, Prakash Ishwar |
| 2020 | CVPR | Low-Resolution Overhead Thermal Tripwire for Occupancy Estimation. | Mertcan Cokbas, Prakash Ishwar, Janusz Konrad |
| 2020 | CVPR | RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images. | Zhihao Duan, Mustafa Ozan Tezcan, Hayato Nakamura, Prakash Ishwar, Janusz Konrad |
| 2020 | WACV | BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos. | Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad |
| 2019 | AVSS | Supervised People Counting Using An Overhead Fisheye Camera. | Shengye Li, Mustafa Ozan Tezcan, Prakash Ishwar, Janusz Konrad |
| 2019 | ICIP | CNN-Based Indoor Occupant Localization via Active Scene Illumination. | Jinyuan Zhao, Natalia Frumkin, Prakash Ishwar, Janusz Konrad |
| 2018 | CVPR | VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition. | Jiawei Chen, Janusz Konrad, Prakash Ishwar |
| 2018 | CVPR | Privacy-Preserving Indoor Localization via Active Scene Illumination. | Jinyuan Zhao, Natalia Frumkin, Janusz Konrad, Prakash Ishwar |
| 2017 | ICASSP | Node embedding for network community discovery. | Christy Lin, Prakash Ishwar, Weicong Ding |
| 2017 | ICASSP | On methods for privacy-preserving energy disaggregation. | Ye Wang, Nisarg Raval, Prakash Ishwar, Mitsuhiro Hattori, Takato Hirano, Nori Matsuda, Rina Shimizu |
| 2017 | ICASSP | Privacy-preserving indoor localization via light transport analysis. | Jinyuan Zhao, Prakash Ishwar, Janusz Konrad |
| 2017 | WACV | Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions. | Jiawei Chen, Jonathan Wu, Janusz Konrad, Prakash Ishwar |
| 2016 | AVSS | Privacy-preserving, indoor occupant localization using a network of single-pixel sensors. | Douglas Roeper, Jiawei Chen, Janusz Konrad, Prakash Ishwar |
| 2016 | CVPR | Two-Stream CNNs for Gesture-Based Verification and Identification: Learning User Style. | Jonathan Wu, Prakash Ishwar, Janusz Konrad |
| 2016 | ITA | On privacy-utility tradeoffs for constrained data release mechanisms. | Yuksel Ozan Basciftci, Ye Wang, Prakash Ishwar |
| 2015 | AISTATS | A Topic Modeling Approach to Ranking. | Weicong Ding, Prakash Ishwar, Venkatesh Saligrama |
| 2015 | CVPR | Towards privacy-preserving activity recognition using extremely low temporal and spatial resolution cameras. | Ji Dai, Jonathan Wu, Behrouz Saghafi, Janusz Konrad, Prakash Ishwar |
| 2015 | ICASSP | Learning shared rankings from mixtures of noisy pairwise comparisons. | Weicong Ding, Prakash Ishwar, Venkatesh Saligrama |
| 2015 | ICIP | Towards privacy-preserving recognition of human activities. | Ji Dai, Behrouz Saghafi, Jonathan Wu, Janusz Konrad, Prakash Ishwar |
| 2015 | ICIP | Leveraging shape and depth in user authentication from in-air hand gestures. | Jonathan Wu, James Christianson, Janusz Konrad, Prakash Ishwar |
| 2015 | ITA | Most large topic models are approximately separable. | Weicong Ding, Prakash Ishwar, Venkatesh Saligrama |
| 2014 | AISTATS | Efficient Distributed Topic Modeling with Provable Guarantees. | Weicong Ding, Mohammad H. Rohban, Prakash Ishwar, Venkatesh Saligrama |
| 2014 | AVSS | Silhouettes versus skeletons in gesture-based authentication with Kinect. | Jonathan Wu, Prakash Ishwar, Janusz Konrad |
| 2014 | CVPR | CDnet 2014: An Expanded Change Detection Benchmark Dataset. | Yi Wang, Pierre-Marc Jodoin, Fatih Murat Porikli, Janusz Konrad, Yannick Benezeth, Prakash Ishwar |
| 2014 | CVPR | The Value of Multiple Viewpoints in Gesture-Based User Authentication. | Jonathan Wu, Janusz Konrad, Prakash Ishwar |
| 2014 | ICASSP | Sensing-aware kernel SVM. | Weicong Ding, Prakash Ishwar, Venkatesh Saligrama, W. Clem Karl |
| 2014 | ICASSP | Structure-preserving dual-energy CT for luggage screening. | Limor Martin, William Clement Karl, Prakash Ishwar |
| 2014 | ITW | An elementary completeness proof for secure two-party computation primitives. | Ye Wang, Prakash Ishwar, Shantanu Rane |
| 2013 | ACSSC | Dynamic topic discovery through sequential projections. | Weicong Ding, Prakash Ishwar, Venkatesh Saligrama |
| 2013 | ICASSP | A new geometric approach to latent topic modeling and discovery. | Weicong Ding, Mohammad H. Rohban, Prakash Ishwar, Venkatesh Saligrama |
| 2013 | ICASSP | Dynamic time warping for gesture-based user identification and authentication with Kinect. | Jonathan Wu, Janusz Konrad, Prakash Ishwar |
| 2013 | ICML | Topic Discovery through Data Dependent and Random Projections. | Weicong Ding, Mohammad Hossein Rohban, Prakash Ishwar, Venkatesh Saligrama |
| 2013 | ISIT | Information-theoretically secure three-party computation with One corrupted party. | Ye Wang, Prakash Ishwar, Shantanu Rane |
| 2013 | ITW | An impossibility result for high dimensional supervised learning. | Mohammad H. Rohban, Prakash Ishwar, Burkay Orten, William Clement Karl, Venkatesh Saligrama |
| 2012 | AVSS | Towards Gesture-Based User Authentication. | Kam Lai, Janusz Konrad, Prakash Ishwar |
| 2012 | CVPR | Changedetection.net: A new change detection benchmark dataset. | Nil Goyette, Pierre-Marc Jodoin, Fatih Porikli, Janusz Konrad, Prakash Ishwar |
| 2012 | CVPR | 2D-to-3D image conversion by learning depth from examples. | Janusz Konrad, Meng Wang, Prakash Ishwar |
| 2011 | CVPR | Image saliency: From intrinsic to extrinsic context. | Meng Wang, Janusz Konrad, Prakash Ishwar, Kevin Jing, Henry A. Rowley |
| 2011 | ICASSP | A learning-based approach to explosives detection using Multi-Energy X-Ray Computed Tomography. | Limor Eger, Synho Do, Prakash Ishwar, W. Clem Karl, Homer H. Pien |
| 2011 | ICASSP | Sensing-aware classification with high-dimensional data. | Burkay Orten, Prakash Ishwar, W. Clem Karl, Venkatesh Saligrama, Homer H. Pien |
| 2011 | ISIT | On unconditionally secure multi-party sampling from scratch1. | Ye Wang, Prakash Ishwar |
| 2011 | ITA | An information-theoretic analysis of revocability and reusability in secure biometrics. | Ye Wang, Shantanu Rane, Stark C. Draper, Prakash Ishwar |
| 2010 | AVSS | Action Recognition Using Sparse Representation on Covariance Manifolds of Optical Flow. | Kai Guo, Prakash Ishwar, Janusz Konrad |
| 2010 | ICASSP | Action change detection in video by covariance matching of silhouette tunnels. | Kai Guo, Prakash Ishwar, Janusz Konrad |
| 2010 | ICPR | Action Recognition in Video by Sparse Representation on Covariance Manifolds of Silhouette Tunnels. | Kai Guo, Prakash Ishwar, Janusz Konrad |
| 2010 | ISIT | Interaction strictly improves the Wyner-Ziv rate-distortion function. | Nan Ma, Prakash Ishwar |
| 2010 | ISIT | Infinite-message interactive function computation in collocated networks. | Nan Ma, Prakash Ishwar |
| 2009 | ISIT | Information-theoretic bounds for multiround function computation in collocated networks. | Nan Ma, Prakash Ishwar, Piyush Gupta |
| 2009 | ISIT | Bootstrapped oblivious transfer and secure two-party function computation. | Ye Wang, Prakash Ishwar |
| 2008 | ISIT | Two-terminal distributed source coding with alternating messages for function computation. | Nan Ma, Prakash Ishwar |
| 2007 | ICASSP | Fundamental Redundancy Versus Power Trade-Off in Standby SRAM. | Animesh Kumar, Huifang Qin, Prakash Ishwar, Jan M. Rabaey, Kannan Ramchandran |
| 2007 | ISCAS | Fundamental Bounds on Power Reduction during Data-Retention in Standby SRAM. | Animesh Kumar, Huifang Qin, Prakash Ishwar, Jan M. Rabaey, Kannan Ramchandran |
| 2007 | ISIT | The Value of Frame-Delays in the Sequential Coding of Correlated Sources. | Nan Ma, Prakash Ishwar |
| 2007 | ISIT | Benefit of Delay on the Diversity-Multiplexing Tradeoffs of MIMO Channels with Partial CSI. | Masoud Sharif, Prakash Ishwar |
| 2007 | ISIT | On Non-Parametric Field Estimation using Randomly Deployed, Noisy, Binary Sensors. | Ye Wang, Prakash Ishwar |
| 2006 | ISIT | On Source Encoding with Side-information Under Ambiguous State of Nature. | Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran |
| 2005 | ICIP | Complexity/performance trade-offs for robust distributed video coding. | Abhik Majumdar, Rohit Puri, Prakash Ishwar, Kannan Ramchandran |
| 2004 | ICASSP | On distributed sampling of bandlimited and non-bandlimited sensor fields. | Animesh Kumar, Prakash Ishwar, Kannan Ramchandran |
| 2004 | ICIP | On decoder-latency versus performance tradeoffs in differential predictive coding. | Prakash Ishwar, Kannan Ramchandran |
| 2004 | ISIT | Compressing encrypted sources using side-information coding. | Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran |
| 2003 | ICIP | Towards a theory for video coding using distributed compression principles. | Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran |
| 2000 | ICASSP | Fundamental equivalences between set-theoretic and maximum-entropy methods in multiple-domain image restoration. | Prakash Ishwar, Pierre Moulin |
| 2000 | ICIP | Shift Invariant Restoration - an Overcomplete Maxent Map Framework. | Prakash Ishwar, Pierre Moulin |
| 1999 | ICIP | Multiple-Domain Image Modeling and Restoration. | Prakash Ishwar, Pierre Moulin |
| 1999 | ICIP | Segmentation Based Denoising Using Multiple Compaction Domains. | Maneesh Singh, Prakash Ishwar, Krishna Ratakonda, Narendra Ahuja |
| 1998 | ICASSP | Image denoising using multiple compaction domains. | Prakash Ishwar, Krishna Ratakonda, Pierre Moulin, Narendra Ahuja |
| 1997 | ICIP | Switched control grid interpolation for motion compensated video coding. | Prakash Ishwar, Pierre Moulin |