conftrace_

invariant representation

65 papers

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Co-occurring keywords

representation learning (6206) domain generalization (1522) domain adaptation (4595) equivariant representation (29) distribution shift (722) graph neural network (3962) self-supervised learning (3777) transfer learning (5449) contrastive learning (4032) causal inference (1630)

Papers

Learning Invariant Representations of Social Media Users IJCNLP 2019
Invariant-Equivariant Representation Learning for Multi-Class Data ICML 2019
Towards Robust and Privacy-preserving Text Representations ACL 2018
Emergence of Invariance and Disentanglement in Deep Representations JMLR 2018
Group Equivariant Capsule Networks NIPS 2018
Invariant Representations without Adversarial Training NIPS 2018
Neural Message Passing for Quantum Chemistry ICML 2017
Controllable Invariance through Adversarial Feature Learning NIPS 2017
Convolutional Kernel Networks NIPS 2014
Learning the Irreducible Representations of Commutative Lie Groups ICML 2014
Learning invariant representations and applications to face verification NIPS 2013
Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination CVPR 2013
What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach NIPS 2013
Learning Invariant Representations of Molecules for Atomization Energy Prediction NIPS 2012
Deep Boltzmann Machines as Feed-Forward Hierarchies AISTATS 2012