2023
December 2023: Two papers accepted to ICASSP 2024
October 2023: Two preprints on robustness to distribution shifts
October 2023: Two preprints on multimodal machine learning with Kaykobad Reza and Ashley Prater-Bennette
October 2023: One preprint on parameter-efficient network adaptation for multi-task and multi-domain learning
September 2023:
Happy to serve as Area Chair for ICLR 2024, CVPR 2024, and WACV 2024
Happy to serve as Senior Program Committee Member for AAAI 2024
September 2023: We received a Gift Award from Amazon for research on Multimodal Networks.
August 2023: We received a new grant from SoCalHub for Ensemble-based Robust Models for Computer Vision
May 2023: We received a new grant from USDA on Vision-Guided Flexible Robots for Harvesting the Interior of Tree Crops with Jun Sheng as a PI.
May 2023: Yucheng successfully defended his PhD. Congratulations!
March 2023: Two papers accepted to CVPR 2023. Congratulations to Zikui, Yaoteng, Qi, and Zhan!
February 2023: Two papers accepted in ICASSP 2023
January 2023: Two journal papers on coded illuminations and lensless imaging. Congratulations to Yucheng!
January 2023: One journal paper on resolution analysis of masks-based lensless cameras.
2022
2021
December 2021: Two papers on adversarial attacks accepted (one in AAAI 2022 and one in WACV 2022). Congratulations to all the students and collaborators!
Context-Aware Transfer Attacks for Object Detection in AAAI 2022 (joint work with Zikui Cai, Xinxin Xie, Shasha Li, Mingjun Yin, Chengyu Song, Srikanth Krishnamurthy, and Amit Roy-Chowdhury)
ADC: Adversarial attacks against object Detection that evade Context consistency checks in WACV 2022 (joint work with
Mingjun Yin, Shasha Li, Chengyu Song, Amit K Roy-Chowdhury, and Srikanth Krishnamurthy)
November 2021: Invited talk on Lensless Imaging with Programmable Masks and Illuminations at IEEE SPS SPACE Webinar. Video available via YouTube video link.
The talk is based on recent papers on lensless imaging:
September 2021: Two papers accepted to NeurIPS 2021. Congratulations all the students and collaborators!
August 2021: We received an NSF NRI award on integrated visual sensing and actuation for soft wearable robots with Konstantinos Karydis, Philip Brisk, William Grover, and
Elena Kokkoni.
August 2021: Received an AFOSR grant on multimodal sensing and learning!
July 2021: Two papers accepted to ICCV 2021
June 2021: A journal paper accepted to to IEEE Trans. on Power Systems: Sparse Tracking State Estimation for Low-ObservablePower Distribution Systems Using D-PMUs (joint work with Alireza Akrami and Hamed Mohsenian-Rad)
May 2021: Two papers accepted to ICIP 2021
Solving Fourier Phase Retrieval With a Reference Image as a Sequence of Linear Inverse Problems (joint work with Fahimeh Arab)
Data-Driven Illumination Patterns for Coded Diffraction Imaging (joint work with Zikui Cai and Rakib Hyder)
January 2021: Received NSF CAREER Award!
2020
July 2020: We received a DARPA AIE award for Techniques for Machine Vision Disruptions (TVMD) with Amit Roy-Chowdhury, Srikanth Krishnamurthy, and Chengyu Song.
July 2020: One paper accepted to ECCV 2020. Congratulations Rakib and Zikui!
July 2020: Our paper on Joint Image and Depth Estimation with Mask-Based Lensless Cameras accepted to IEEE Transactions on Computational Imaging. Congratulations Yucheng!
April 2020: Two papers accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
March 2020: One paper accepted to CVPR 2020.
March 2020: Our paper on Generative Models for Low-Dimensional Video Representation and Reconstruction accepted to IEEE Trans. on Signal Processing.
Code available at https:github.com/CSIPlab/gmlr.
February 2020: Three papers accepted in ICASSP 2020. Congratulations Ashley, Fahimeh, Rongjia, and Yucheng!
Coded illumination and multiplexing for lensless imaging (joint work with PhD student Yucheng Zheng and MS student Rongjia Zhang)
Fourier phase retrieval with arbitrary reference signal (joint work with my PhD student Fahimeh Arab)
Low-rank tensor ring model for completing missing visual data (joint work with Ashley Prater-Bennette at AFRL)
2019 and earlier
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