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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

Self-Supervised Learning by Cross-Modal Audio-Video Clustering NIPS 2020
Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning NIPS 2020
Predictive Information Accelerates Learning in RL NIPS 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations NIPS 2020
Label-Aware Neural Tangent Kernel: Toward Better Generalization and Local Elasticity NIPS 2020
Contrastive Learning with Adversarial Examples NIPS 2020
CoMIR: Contrastive Multimodal Image Representation for Registration NIPS 2020
Hierarchical Feature Embedding for Attribute Recognition CVPR 2020
Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks ICML 2020
A Sample Complexity Separation between Non-Convex and Convex Meta-Learning ICML 2020
Representation Learning for Dynamic Graphs: A Survey JMLR 2020
Multi-Level Representation Learning for Deep Subspace Clustering WACV 2020
Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis WACV 2020
Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild WACV 2020
Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification WACV 2020
Joint Representation Learning of Legislator and Legislation for Roll Call Prediction IJCAI 2020
Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching IJCAI 2020
Hierarchical Linear Disentanglement of Data-Driven Conceptual Spaces IJCAI 2020
A Brief History of Learning Symbolic Higher-Level Representations from Data (And a Curious Look Forward) IJCAI 2020
The Graph-based Mutual Attentive Network for Automatic Diagnosis IJCAI 2020
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution IJCAI 2020
Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition INTERSPEECH 2020
Speaker Conditioned Acoustic-to-Articulatory Inversion Using x-Vectors INTERSPEECH 2020
Sound Event Localization and Detection Based on Multiple DOA Beamforming and Multi-Task Learning INTERSPEECH 2020
Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case COLING 2020