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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

Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models NAACL 2021
Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation ICML 2021
Graph Contrastive Learning Automated ICML 2021
Exploring Visual Engagement Signals for Representation Learning ICCV 2021
Towards Domain-Agnostic Contrastive Learning ICML 2021
Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs ICCV 2021
Domain Generalization using Causal Matching ICML 2021
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