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