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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

DRSpeech: Degradation-Robust Text-to-Speech Synthesis with Frame-Level and Utterance-Level Acoustic Representation Learning INTERSPEECH 2022
Adversarial-Free Speaker Identity-Invariant Representation Learning for Automatic Dysarthric Speech Classification INTERSPEECH 2022
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping EMNLP 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks ICML 2022
Understanding Contrastive Learning Requires Incorporating Inductive Biases ICML 2022
Linear Adversarial Concept Erasure ICML 2022
A Differential Entropy Estimator for Training Neural Networks ICML 2022
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