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Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning


Mar 22, 2021
Zheda Mai, Ruiwen Li, Hyunwoo Kim, Scott Sanner


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Online Continual Learning in Image Classification: An Empirical Survey


Jan 25, 2021
Zheda Mai, Ruiwen Li, Jihwan Jeong, David Quispe, Hyunwoo Kim, Scott Sanner


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Attentive Autoencoders for Multifaceted Preference Learning in One-class Collaborative Filtering


Oct 24, 2020
Zheda Mai, Ga Wu, Kai Luo, Scott Sanner

* Accepted at ICDMW 2020 

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CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions


Sep 14, 2020
Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodriguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vazquez, German I. Parisi, Nikhil Churamani, Marc Pickett, Issam Laradji, Davide Maltoni

* Pre-print v1: 12 pages, 3 figures, 8 tables 

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Adversarial Shapley Value Experience Replay for Task-Free Continual Learning


Aug 31, 2020
Zheda Mai, Dongsub Shim, Jihwan Jeong, Scott Sanner, Hyunwoo Kim, Jongseong Jang


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Batch-level Experience Replay with Review for Continual Learning


Jul 11, 2020
Zheda Mai, Hyunwoo Kim, Jihwan Jeong, Scott Sanner


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