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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

DirectProbe: Studying Representations without Classifiers NAACL 2021
Mutual Information Enhanced Training for Speaker Embedding INTERSPEECH 2021
Auxiliary Tasks for Efficient Learning of Point-Goal Navigation WACV 2021
Cross-Domain Latent Modulation for Variational Transfer Learning WACV 2021
Unsupervised Meta-Domain Adaptation for Fashion Retrieval WACV 2021
Self-Damaging Contrastive Learning ICML 2021
Compositional Video Synthesis with Action Graphs ICML 2021
Self-Supervised Learning for Domain Adaptation on Point Clouds WACV 2021
Region Similarity Representation Learning ICCV 2021
Residual Attention: A Simple but Effective Method for Multi-Label Recognition ICCV 2021
Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index NAACL 2021
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing INTERSPEECH 2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021
Near-Optimal Representation Learning for Linear Bandits and Linear RL ICML 2021
Improving Sample Efficiency in Model-Free Reinforcement Learning from Images AAAI 2021
Aligned Contrastive Predictive Coding INTERSPEECH 2021
Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract) AAAI 2021
Continual Representation Learning for Biometric Identification WACV 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021
An unsupervised video game playstyle metric via state discretization UAI 2021
Class balancing GAN with a classifier in the loop UAI 2021
Invariant representation learning for treatment effect estimation UAI 2021
A Relation-Oriented Clustering Method for Open Relation Extraction EMNLP 2021
A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation EMNLP 2021
Multi-output Gaussian Processes for uncertainty-aware recommender systems UAI 2021