Giang Nguyen
Giang Nguyen
Auburn University; JP Morgan Chase; KAIST
Verified email at - Homepage
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The effectiveness of feature attribution methods and its correlation with automatic evaluation scores
G Nguyen, D Kim, A Nguyen
Advances in Neural Information Processing Systems 34, 26422-26436, 2021
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy
MR Taesiri, G Nguyen, A Nguyen
Advances in Neural Information Processing Systems 35, 34287-34301, 2022
Contcap: A scalable framework for continual image captioning
G Nguyen, TJ Jun, T Tran, T Yalew, D Kim
arXiv preprint arXiv:1909.08745, 2019
Dissecting catastrophic forgetting in continual learning by deep visualization
G Nguyen, S Chen, T Do, TJ Jun, HJ Choi, D Kim
arXiv preprint arXiv:2001.01578, 2020
Explaining how deep neural networks forget by deep visualization
G Nguyen, S Chen, TJ Jun, D Kim
Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021
Imagenet-hard: The hardest images remaining from a study of the power of zoom and spatial biases in image classification
MR Taesiri, G Nguyen, S Habchi, CP Bezemer, A Nguyen
Advances in Neural Information Processing Systems 36, 2024
Simple multi-resolution representation learning for human pose estimation
TQ Tran, GV Nguyen, D Kim
2020 25th International Conference on Pattern Recognition (ICPR), 511-518, 2021
Bidirectional LSTM with MFCC Feature Extraction for Sleep Arousal Detection in Multi-channel Signal Data
H Kim, TJ Jun, G Nguyen, D Kim
International Conference on Neural Information Processing, 442-453, 2019
Allowing humans to interactively guide machines where to look does not always improve a human-AI team's classification accuracy
G Nguyen, MR Taesiri, SSY Kim, A Nguyen
arXiv preprint arXiv:2404.05238, 2024
AdvisingNets: Learning to Distinguish Correct and Wrong Classifications via Nearest-Neighbor Explanations
G Nguyen, V Chen, A Nguyen
arXiv preprint arXiv:2308.13651, 2023
Semi-supervised Neural Machine Translation with Consistency Regularization for Low-Resource Languages
VH Pham, TM Pham, G Nguyen, L Nguyen, D Dinh
arXiv preprint arXiv:2304.00557, 2023
Instance Segmentation under Occlusions via Location-aware Copy-Paste Data Augmentation
S Nguyen, M Lainsa, H Dao, D Kim, G Nguyen
🏆 1st at ACM MMSports 2023 Instance Segmentation Challenge, 2023
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