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Search All 2022 Events
Results
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Oral
Wed 9:15
Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks
S Chandra Mouli · Bruno Ribeiro
Poster
Wed 2:30
SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training
Wenyong Huang · Zhenhe Zhang · Yu Ting Yeung · Xin Jiang · Qun Liu
Oral
Thu 1:45
RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation
Pingchuan Ma · Tao Du · Joshua B Tenenbaum · Wojciech Matusik · Chuang Gan
Poster
Tue 10:30
RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation
Pingchuan Ma · Tao Du · Joshua B Tenenbaum · Wojciech Matusik · Chuang Gan
Poster
Thu 10:30
Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks
S Chandra Mouli · Bruno Ribeiro
Poster
Thu 10:30
Capacity of Group-invariant Linear Readouts from Equivariant Representations: How Many Objects can be Linearly Classified Under All Possible Views?
Matthew Farrell · Blake Bordelon · Shubhendu Trivedi · Cengiz Pehlevan
Poster
Thu 10:30
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning
Adrien Bardes · Jean Ponce · Yann LeCun
Poster
Tue 10:30
Cross-Lingual Transfer with Class-Weighted Language-Invariant Representations
Ruicheng Xian · Heng Ji · Han Zhao
Workshop
Group Symmetry in PAC Learning
Bryn Elesedy
Poster
Tue 10:30
Learning 3D Representations of Molecular Chirality with Invariance to Bond Rotations
Keir Adams · Lagnajit Pattanaik · Connor Coley
Spotlight
Mon 10:30
Controlling Directions Orthogonal to a Classifier
Yilun Xu · Hao He · Tianxiao Shen · Tommi Jaakkola
Poster
Mon 18:30
Neural Models for Output-Space Invariance in Combinatorial Problems
Yatin Nandwani · Vidit Jain · Mausam . · Parag Singla
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