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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

CLCC: Contrastive Learning for Color Constancy CVPR 2021
Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition CVPR 2021
Representation Learning to Classify and Detect Adversarial Attacks Against Speaker and Speech Recognition Systems INTERSPEECH 2021
Speech Disorder Classification Using Extended Factorized Hierarchical Variational Auto-Encoders INTERSPEECH 2021
A Functional Perspective on Learning Symmetric Functions with Neural Networks ICML 2021
Large-Margin Contrastive Learning with Distance Polarization Regularizer ICML 2021
LieTransformer: Equivariant Self-Attention for Lie Groups ICML 2021
Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations EACL 2021
Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations EACL 2021
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications INTERSPEECH 2021
Speaker Embeddings by Modeling Channel-Wise Correlations INTERSPEECH 2021
wav2vec-C: A Self-Supervised Model for Speech Representation Learning INTERSPEECH 2021
SUPERB: Speech Processing Universal PERformance Benchmark INTERSPEECH 2021
Counterfactual Representation Learning with Balancing Weights AISTATS 2021
BART-TL: Weakly-Supervised Topic Label Generation EACL 2021
A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning ICML 2021
Generalized Domain Adaptation CVPR 2021
Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic NIPS 2021
Manipulator-Independent Representations for Visual Imitation RSS 2021
Learning Relation Alignment for Calibrated Cross-modal Retrieval IJCNLP 2021
A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups ICML 2021
From Local Structures to Size Generalization in Graph Neural Networks ICML 2021
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition IJCNLP 2021
Compatibility-Aware Heterogeneous Visual Search CVPR 2021
Enriching ImageNet With Human Similarity Judgments and Psychological Embeddings CVPR 2021