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69 Results
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Poster
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Wed 17:00 |
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability Anass Aghbalou · Guillaume Staerman |
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Poster
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Thu 13:30 |
Distribution Free Prediction Sets for Node Classification Jase Clarkson |
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Poster
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Tue 17:00 |
PromptBoosting: Black-Box Text Classification with Ten Forward Passes Bairu Hou · Joe O'Connor · Jacob Andreas · Shiyu Chang · Yang Zhang |
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Poster
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Wed 17:00 |
RGE: A Repulsive Graph Rectification for Node Classification via Influence Jaeyun Song · Sungyub Kim · Eunho Yang |
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Poster
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Thu 16:30 |
Leveraging Label Non-Uniformity for Node Classification in Graph Neural Networks Feng Ji · See Hian Lee · Meng HanYang · Kai Zhao · Jielong Yang · Wee Peng Tay |
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Poster
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Tue 17:00 |
A Closer Look at Few-shot Classification Again Xu Luo · Hao Wu · Ji Zhang · Lianli Gao · Jing Xu · Jingkuan Song |
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Poster
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Tue 14:00 |
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification Nan Yin · Li Shen · Mengzhu Wang · Long Lan · Zeyu Ma · Chong Chen · Xian-Sheng Hua · Xiao Luo |
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Poster
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Tue 14:00 |
SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification Pranjal Aggarwal · Ameet Deshpande · Karthik Narasimhan |
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Poster
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Thu 13:30 |
ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging Alessandro Fontanella · Antreas Antoniou · Wenwen Li · Joanna Wardlaw · Grant Mair · Emanuele Trucco · Amos Storkey |
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Poster
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Wed 14:00 |
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation Eli Chien · Jiong Zhang · Cho-Jui Hsieh · Jyun-Yu Jiang · Wei-Cheng Chang · Olgica Milenkovic · Hsiang-Fu Yu |
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Poster
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Wed 14:00 |
A Universal Unbiased Method for Classification from Aggregate Observations Zixi Wei · Lei Feng · Bo Han · Tongliang Liu · Gang Niu · Xiaofeng Zhu · Heng Tao Shen |
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Poster
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Tue 17:00 |
The multimarginal optimal transport formulation of adversarial multiclass classification Nicolas Garcia Trillos · Matt Jacobs · Jakwang Kim |