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160 Results
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Poster
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Thu 16:30 |
Joint inference and input optimization in equilibrium networks Swaminathan Gurumurthy · Shaojie Bai · Zachary Manchester · J. Zico Kolter |
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Poster
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Tue 8:30 |
Automatic Unsupervised Outlier Model Selection Yue Zhao · Ryan Rossi · Leman Akoglu |
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Poster
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Thu 16:30 |
Dataset Distillation with Infinitely Wide Convolutional Networks Timothy Nguyen · Roman Novak · Lechao Xiao · Jaehoon Lee |
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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 |
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Poster
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Thu 8:30 |
On the interplay between data structure and loss function in classification problems Stéphane d'Ascoli · Marylou Gabrié · Levent Sagun · Giulio Biroli |
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Poster
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Thu 16:30 |
A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs Runzhong Wang · Zhigang Hua · Gan Liu · Jiayi Zhang · Junchi Yan · Feng Qi · Shuang Yang · Jun Zhou · Xiaokang Yang |
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Poster
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Tue 8:30 |
Non-Gaussian Gaussian Processes for Few-Shot Regression Marcin Sendera · Jacek Tabor · Aleksandra Nowak · Andrzej Bedychaj · Massimiliano Patacchiola · Tomasz Trzcinski · Przemysław Spurek · Maciej Zieba |
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Poster
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Tue 8:30 |
Learning-to-learn non-convex piecewise-Lipschitz functions Maria-Florina Balcan · Mikhail Khodak · Dravyansh Sharma · Ameet Talwalkar |
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Poster
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Tue 8:30 |
Neural Auto-Curricula in Two-Player Zero-Sum Games Xidong Feng · Oliver Slumbers · Ziyu Wan · Bo Liu · Stephen McAleer · Ying Wen · Jun Wang · Yaodong Yang |
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Poster
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Thu 0:30 |
Habitat 2.0: Training Home Assistants to Rearrange their Habitat Andrew Szot · Alexander Clegg · Eric Undersander · Erik Wijmans · Yili Zhao · John Turner · Noah Maestre · Mustafa Mukadam · Devendra Singh Chaplot · Oleksandr Maksymets · Aaron Gokaslan · Vladimír Vondruš · Sameer Dharur · Franziska Meier · Wojciech Galuba · Angel Chang · Zsolt Kira · Vladlen Koltun · Jitendra Malik · Manolis Savva · Dhruv Batra |
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Poster
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Tue 16:30 |
Generalized DataWeighting via Class-Level Gradient Manipulation Can Chen · Shuhao Zheng · Xi Chen · Erqun Dong · Xue (Steve) Liu · Hao Liu · Dejing Dou |
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Datasets and Benchmarks
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Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents Jane Wang · Michael King · Nicolas Porcel · Zeb Kurth-Nelson · Tina Zhu · Charles Deck · Peter Choy · Mary Cassin · Malcolm Reynolds · Francis Song · Gavin Buttimore · David Reichert · Neil Rabinowitz · Loic Matthey · Demis Hassabis · Alexander Lerchner · Matt Botvinick |