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771 Results
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Poster
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Fri 8:30 |
Dirichlet Energy Constrained Learning for Deep Graph Neural Networks Kaixiong Zhou · Xiao Huang · Daochen Zha · Rui Chen · Li Li · Soo-Hyun Choi · Xia Hu |
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Poster
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Wed 16:30 |
Focal Attention for Long-Range Interactions in Vision Transformers Jianwei Yang · Chunyuan Li · Pengchuan Zhang · Xiyang Dai · Bin Xiao · Lu Yuan · Jianfeng Gao |
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Poster
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Thu 16:30 |
Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods Derek Lim · Felix Hohne · Xiuyu Li · Sijia Linda Huang · Vaishnavi Gupta · Omkar Bhalerao · Ser Nam Lim |
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Poster
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Tue 8:30 |
On Model Calibration for Long-Tailed Object Detection and Instance Segmentation Tai-Yu Pan · Cheng Zhang · Yandong Li · Hexiang Hu · Dong Xuan · Soravit Changpinyo · Boqing Gong · Wei-Lun Chao |
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Poster
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Thu 0:30 |
Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning Xinyi Xu · Lingjuan Lyu · Xingjun Ma · Chenglin Miao · Chuan Sheng Foo · Bryan Kian Hsiang Low |
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Poster
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Tue 8:30 |
Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time Ferran Alet · Maria Bauza · Kenji Kawaguchi · Nurullah Giray Kuru · Tomás Lozano-Pérez · Leslie Kaelbling |
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Poster
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Wed 0:30 |
Pareto Domain Adaptation fangrui lv · Jian Liang · Kaixiong Gong · Shuang Li · Chi Harold Liu · Han Li · Di Liu · Guoren Wang |
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Poster
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Thu 0:30 |
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes Aditya Kusupati · Matthew Wallingford · Vivek Ramanujan · Raghav Somani · Jae Sung Park · Krishna Pillutla · Prateek Jain · Sham Kakade · Ali Farhadi |
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Datasets and Benchmarks
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CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu · Daya Guo · Shuo Ren · Junjie Huang · Alexey Svyatkovskiy · Ambrosio Blanco · Colin Clement · Dawn Drain · Daxin Jiang · Duyu Tang · Ge Li · Lidong Zhou · Linjun Shou · Long Zhou · Michele Tufano · MING GONG · Ming Zhou · Nan Duan · Neel Sundaresan · Shao Kun Deng · Shengyu Fu · Shujie LIU |
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Poster
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Tue 8:30 |
From global to local MDI variable importances for random forests and when they are Shapley values Antonio Sutera · Gilles Louppe · Van Anh Huynh-Thu · Louis Wehenkel · Pierre Geurts |
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Poster
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Thu 0:30 |
Rectifying the Shortcut Learning of Background for Few-Shot Learning Xu Luo · Longhui Wei · Liangjian Wen · Jinrong Yang · Lingxi Xie · Zenglin Xu · Qi Tian |
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Workshop
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Understanding the Effects of Dataset Composition on Offline Reinforcement Learning Kajetan Schweighofer · Markus Hofmarcher · Marius-Constantin Dinu · Philipp Renz · Angela Bitto · Vihang Patil · Sepp Hochreiter |