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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets ICML 2022
Bit Prioritization in Variational Autoencoders via Progressive Coding ICML 2022
Adversarial Masking for Self-Supervised Learning ICML 2022
Data-SUITE: Data-centric identification of in-distribution incongruous examples ICML 2022
Learning Symmetric Embeddings for Equivariant World Models ICML 2022
Architecture Agnostic Federated Learning for Neural Networks ICML 2022
On Finite-Sample Identifiability of Contrastive Learning-Based Nonlinear Independent Component Analysis ICML 2022
Dual Perspective of Label-Specific Feature Learning for Multi-Label Classification ICML 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut ICML 2022
VICRegL: Self-Supervised Learning of Local Visual Features NIPS 2022
FedAvg with Fine Tuning: Local Updates Lead to Representation Learning NIPS 2022
Bregman Neural Networks ICML 2022
Unsupervised Image Representation Learning with Deep Latent Particles ICML 2022
MAML and ANIL Provably Learn Representations ICML 2022
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis NIPS 2022
Periodic Graph Transformers for Crystal Material Property Prediction NIPS 2022
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach NIPS 2022
Domain Generalization by Learning and Removing Domain-specific Features NIPS 2022
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks NIPS 2022
Unsupervised Learning of Group Invariant and Equivariant Representations NIPS 2022
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022
Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across Layers COLING 2022
Distilling Representations from GAN Generator via Squeeze and Span NIPS 2022
Towards Understanding Grokking: An Effective Theory of Representation Learning NIPS 2022
MCMAE: Masked Convolution Meets Masked Autoencoders NIPS 2022