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47 Results
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Poster
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Fri 8:30 |
Antipodes of Label Differential Privacy: PATE and ALIBI Mani Malek Esmaeili · Ilya Mironov · Karthik Prasad · Igor Shilov · Florian Tramer |
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Poster
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Tue 8:30 |
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning Hanzhe Hu · Fangyun Wei · Han Hu · Qiwei Ye · Jinshi Cui · Liwei Wang |
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Poster
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Tue 8:30 |
Adversarial Robustness with Semi-Infinite Constrained Learning Alexander Robey · Luiz Chamon · George J. Pappas · Hamed Hassani · Alejandro Ribeiro |
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Poster
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Wed 0:30 |
Metropolis-Hastings Data Augmentation for Graph Neural Networks Hyeonjin Park · Seunghun Lee · Sihyeon Kim · Jinyoung Park · Jisu Jeong · Kyung-Min Kim · Jung-Woo Ha · Hyunwoo Kim |
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Poster
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Thu 8:30 |
Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning Vivien Cabannes · Loucas Pillaud-Vivien · Francis Bach · Alessandro Rudi |
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Poster
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Thu 8:30 |
OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization Kuniaki Saito · Donghyun Kim · Kate Saenko |
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Poster
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Tue 8:30 |
Adversarial Graph Augmentation to Improve Graph Contrastive Learning Susheel Suresh · Pan Li · Cong Hao · Jennifer Neville |
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Poster
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Wed 0:30 |
Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels Sheng Wan · Yibing Zhan · Liu Liu · Baosheng Yu · Shirui Pan · Chen Gong |
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Poster
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Tue 16:30 |
Self-Supervised Learning with Kernel Dependence Maximization Yazhe Li · Roman Pogodin · Danica J. Sutherland · Arthur Gretton |
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Poster
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Thu 8:30 |
Minimax Optimal Quantile and Semi-Adversarial Regret via Root-Logarithmic Regularizers Jeffrey Negrea · Blair Bilodeau · Nicolò Campolongo · Francesco Orabona · Dan Roy |
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Poster
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Thu 0:30 |
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels Jizong Peng · Ping Wang · Christian Desrosiers · Marco Pedersoli |