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Oral
Tue 7:00 ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision
Wonjae Kim · Bokyung Son · Ildoo Kim
Poster
Tue 9:00 ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision
Wonjae Kim · Bokyung Son · Ildoo Kim
Spotlight
Tue 18:25 Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning
Sumedh Sontakke · Arash Mehrjou · Laurent Itti · Bernhard Schölkopf
Poster
Tue 21:00 Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning
Sumedh Sontakke · Arash Mehrjou · Laurent Itti · Bernhard Schölkopf
Oral
Wed 5:00 When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC
Zhiyong Yang · Qianqian Xu · Shilong Bao · Yuan He · Xiaochun Cao · Qingming Huang
Spotlight
Wed 5:20 SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels
Kunal Dahiya · Ananye Agarwal · Deepak Saini · Gururaj K · Jian Jiao · Amit Singh · Sumeet Agarwal · Purushottam Kar · Manik Varma
Spotlight
Wed 5:25 Disentangling Sampling and Labeling Bias for Learning in Large-output Spaces
Ankit Singh Rawat · Aditya Menon · Wittawat Jitkrittum · Sadeep Jayasumana · Felix Xinnan Yu · Sashank Jakkam Reddi · Sanjiv Kumar
Spotlight
Wed 5:40 Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?
Anna-Kathrin Kopetzki · Bertrand Charpentier · Daniel Zügner · Sandhya Giri · Stephan Günnemann
Spotlight
Wed 5:45 Meta-learning Hyperparameter Performance Prediction with Neural Processes
Ying WEI · Peilin Zhao · Junzhou Huang
Oral
Wed 6:00 Understanding Instance-Level Label Noise: Disparate Impacts and Treatments
Yang Liu
Spotlight
Wed 6:20 Selecting Data Augmentation for Simulating Interventions
Maximilian Ilse · Jakub Tomczak · Patrick Forré
Spotlight
Wed 6:25 Training Data Subset Selection for Regression with Controlled Generalization Error
Durga S · Rishabh Lyer · Ganesh Ramakrishnan · Abir De