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57 Results
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Poster
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Tue 8:45 |
FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning Zhuo Huang · Li Shen · Jun Yu · Bo Han · Tongliang Liu |
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Poster
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Tue 15:15 |
Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels Zhen Liu · ma peitian · Dongliang Chen · Wenbin Pei · Qianli Ma |
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Poster
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Thu 15:00 |
Active Learning for Semantic Segmentation with Multi-class Label Query Sehyun Hwang · Sohyun Lee · Hoyoung Kim · Minhyeon Oh · Jungseul Ok · Suha Kwak |
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Poster
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Thu 8:45 |
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels Xin Zheng · Miao Zhang · Chunyang Chen · Soheila Molaei · Chuan Zhou · Shirui Pan |
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Poster
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Thu 8:45 |
Efficient Testable Learning of Halfspaces with Adversarial Label Noise Ilias Diakonikolas · Daniel Kane · Vasilis Kontonis · Sihan Liu · Nikos Zarifis |
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Poster
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Wed 15:00 |
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels Shu-Lin Xu · Yifan Sun · Faen Zhang · Anqi Xu · Xiu-Shen Wei · Yi Yang |
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Poster
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Wed 15:00 |
PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning Hojoon Lee · Hanseul Cho · HYUNSEUNG KIM · DAEHOON GWAK · Joonkee Kim · Jaegul Choo · Se-Young Yun · Chulhee Yun |
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Poster
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Active Negative Loss Functions for Learning with Noisy Labels Xichen Ye · Xiaoqiang Li · songmin dai · Tong Liu · Yan Sun · Weiqin Tong |
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Poster
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Wed 8:45 |
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms Dheeraj Baby · Saurabh Garg · Tzu-Ching Yen · Sivaraman Balakrishnan · Zachary Lipton · Yu-Xiang Wang |
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Poster
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Thu 8:45 |
Label Poisoning is All You Need Rishi Jha · Jonathan Hayase · Sewoong Oh |
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Poster
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Wed 8:45 |
Towards Label Position Bias in Graph Neural Networks Haoyu Han · Xiaorui Liu · Feng Shi · MohamadAli Torkamani · Charu Aggarwal · Jiliang Tang |
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Workshop
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Flowering Onset Detection: Deep Learning Performance in a Sparse Label Context Joel Hempel · Mauricio Soroco · Xinze Xiong · Joséphine Gantois · Mathias Lécuyer |