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DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning
DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning
E. Rahimian, G. Javadi, F. Tung, and G. Oliveira. Workshop at The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023
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Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate
Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate
*M. Kiarash, H. Zhao, M. Zhai, and F. Tung. The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2023
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Towards Better Selective Classification
Towards Better Selective Classification
L. Feng, M. O. Ahmed, H. Hajimirsadeghi, and A. Abdi. International Conference on Learning Representations (ICLR), 2023
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Gumbel-Softmax Selective Networks
Gumbel-Softmax Selective Networks
M. Salem, M. O. Ahmed, F. Tung, and G. Oliveira. Workshop at Conference on Neural Information Processing Systems (NeurIPS), 2022
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Training a Vision Transformer from scratch in less than 24 hours with 1 GPU
Training a Vision Transformer from scratch in less than 24 hours with 1 GPU
S. Irandoust, T. Durand, Y. Rakhmangulova, W. Zi, and H. Hajimirsadeghi. Workshop at Conference on Neural Information Processing Systems (NeurIPS), 2022
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RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression
RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression
Y. Gong, G. Mori, and F. Tung. International Conference on Machine Learning (ICML), 2022
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PROVIDE: a probabilistic framework for unsupervised video decomposition
PROVIDE: a probabilistic framework for unsupervised video decomposition
P. Zablotskaia, E. A. Dominici, L. Sigal, and A. Lehrmann. The Conference on Uncertainty in Artificial Intelligence (UAI), 2021
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Learning Discriminative Prototypes with Dynamic Time Warping
Learning Discriminative Prototypes with Dynamic Time Warping
X. Chang, F. Tung, and G. Mori. The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2021
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Wavelet Flow: Fast Training of High Resolution Normalizing Flows
Wavelet Flow: Fast Training of High Resolution Normalizing Flows
J. Yu, K. Derpanis, and M. Brubaker. Conference on Neural Information Processing Systems (NeurIPS), 2020
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Learning User Representations for Open Vocabulary Image Hashtag Prediction
Learning User Representations for Open Vocabulary Image Hashtag Prediction
T. Durand. The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2020
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Adapting Grad-CAM for Embedding Networks
Adapting Grad-CAM for Embedding Networks
L. Chen, J. Chen, H. Hajimirsadeghi, and G. Mori. Winter Conference on Applications of Computer Vision (WACV), 2020
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Generating Videos of Zero-Shot Compositions of Actions and Objects
Generating Videos of Zero-Shot Compositions of Actions and Objects
M. Nawhal, M. Zhai, A. Lehrmann, L. Sigal, and G. Mori. The European Conference on Computer Vision (ECCV), 2019
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