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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

XTREME-S: Evaluating Cross-lingual Speech Representations INTERSPEECH 2022
CTRL: Continual Representation Learning to Transfer Information of Pre-trained for WAV2VEC 2.0 INTERSPEECH 2022
ScoutWav: Two-Step Fine-Tuning on Self-Supervised Automatic Speech Recognition for Low-Resource Environments INTERSPEECH 2022
Extended Unconstrained Features Model for Exploring Deep Neural Collapse ICML 2022
DeepFry: Identifying Vocal Fry Using Deep Neural Networks INTERSPEECH 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association EMNLP 2022
Language Models Understand Us, Poorly EMNLP 2022
Transformer Language Models without Positional Encodings Still Learn Positional Information EMNLP 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking EMNLP 2022
The Effects of Corpus Choice and Morphosyntax on Multilingual Space Induction EMNLP 2022
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning NAACL 2022
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection NAACL 2022
3D Infomax improves GNNs for Molecular Property Prediction ICML 2022
Hypergraph Structure Learning for Hypergraph Neural Networks IJCAI 2022
Effective Pretraining Objectives for Transformer-based Autoencoders EMNLP 2022
Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022
Exploring representation learning for small-footprint keyword spotting INTERSPEECH 2022
Data Augmentation as Feature Manipulation ICML 2022
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