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Are Deep Neural Networks SMARTer than Second Graders?


Jan 05, 2023
Anoop Cherian, Kuan-Chuan Peng, Suhas Lohit, Kevin Smith, Joshua B. Tenenbaum

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Cross-Domain Video Anomaly Detection without Target Domain Adaptation


Dec 14, 2022
Abhishek Aich, Kuan-Chuan Peng, Amit K. Roy-Chowdhury

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* Accepted at WACV 2023; Includes Supplementary Material 

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Cross-Modal Knowledge Transfer Without Task-Relevant Source Data


Sep 08, 2022
Sk Miraj Ahmed, Suhas Lohit, Kuan-Chuan Peng, Michael J. Jones, Amit K. Roy-Chowdhury

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Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition


Feb 04, 2022
Lipeng Ke, Kuan-Chuan Peng, Siwei Lyu

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* AAAI 2022 

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Iterative Self Knowledge Distillation -- From Pothole Classification to Fine-Grained and COVID Recognition


Feb 04, 2022
Kuan-Chuan Peng

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* ICASSP 2022 

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ViewSynth: Learning Local Features from Depth using View Synthesis


Nov 22, 2019
Jisan Mahmud, Peri Akiva, Rajat Vikram Singh, Spondon Kundu, Kuan-Chuan Peng, Jan-Michael Frahm

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* technical report; 10 pages, 5 figures, 4 tables 

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Attention Guided Anomaly Detection and Localization in Images


Nov 19, 2019
Shashanka Venkataramanan, Kuan-Chuan Peng, Rajat Vikram Singh, Abhijit Mahalanobis

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* technical report; 10 pages, 7 tables, 6 figures 

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Learning without Memorizing


Nov 20, 2018
Prithviraj Dhar, Rajat Vikram Singh, Kuan-Chuan Peng, Ziyan Wu, Rama Chellappa

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Reducing Visual Confusion with Discriminative Attention


Nov 19, 2018
Lezi Wang, Ziyan Wu, Srikrishna Karanam, Kuan-Chuan Peng, Rajat Vikram Singh

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* 10 pages, 8 figures, 6 tables 

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