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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

Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract) AAAI 2021
MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models MIDL 2021
Siamese Network with wav2vec Feature for Spoofing Speech Detection INTERSPEECH 2021
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification INTERSPEECH 2021
No Fear of Heterogeneity: Classifier Calibration for Federated Learning with Non-IID Data NIPS 2021
VoiceMixer: Adversarial Voice Style Mixup NIPS 2021
Understanding Adaptive, Multiscale Temporal Integration In Deep Speech Recognition Systems NIPS 2021
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework NIPS 2021
A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021
Characterizing Structural Regularities of Labeled Data in Overparameterized Models ICML 2021
Graph Contrastive Clustering ICCV 2021
Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021
Partial Feature Selection and Alignment for Multi-Source Domain Adaptation CVPR 2021
Nearest Neighbor Matching for Deep Clustering CVPR 2021
Integrating Higher-Level Semantics into Robust Biomedical Name Representations EACL 2021
Learning Representations by Humans, for Humans ICML 2021
GeomCA: Geometric Evaluation of Data Representations ICML 2021
Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement ICML 2021
Disentangling Representations of Text by Masking Transformers EMNLP 2021
Applying the Information Bottleneck Principle to Prosodic Representation Learning INTERSPEECH 2021
Online Limited Memory Neural-Linear Bandits with Likelihood Matching ICML 2021
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces EACL 2021
Pre-training Universal Language Representation IJCNLP 2021
Align Voting Behavior with Public Statements for Legislator Representation Learning IJCNLP 2021