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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

Measuring Representational Robustness of Neural Networks Through Shared Invariances ICML 2022
Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks INTERSPEECH 2022
Strategic Representation ICML 2022
SpeqNets: Sparsity-aware permutation-equivariant graph networks ICML 2022
EqR: Equivariant Representations for Data-Efficient Reinforcement Learning ICML 2022
Personalized Federated Learning through Local Memorization ICML 2022
Local Augmentation for Graph Neural Networks ICML 2022
Let Invariant Rationale Discovery Inspire Graph Contrastive Learning ICML 2022
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing EMNLP 2022
Content-Context Factorized Representations for Automated Speech Recognition INTERSPEECH 2022
Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? INTERSPEECH 2022
MAESTRO: Matched Speech Text Representations through Modality Matching INTERSPEECH 2022
Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation INTERSPEECH 2022
Can Contextualizing User Embeddings Improve Sarcasm and Hate Speech Detection? EMNLP 2022
Correlation-Aware Deep Tracking CVPR 2022
Cloth-Changing Person Re-Identification From a Single Image With Gait Prediction and Regularization CVPR 2022
A Simple Episodic Linear Probe Improves Visual Recognition in the Wild CVPR 2022
Efficient Maximal Coding Rate Reduction by Variational Forms CVPR 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022
A Study on the Distribution of Social Biases in Self-Supervised Learning Visual Models CVPR 2022
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning CVPR 2022
Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning ICML 2022
All Information is Valuable: Question Matching over Full Information Transmission Network NAACL 2022
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training NAACL 2022
Learning Mixture of Domain-Specific Experts via Disentangled Factors for Autonomous Driving AAAI 2022