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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

ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA NIPS 2020
Joint Contrastive Learning with Infinite Possibilities NIPS 2020
Learning Utterance-Level Representations with Label Smoothing for Speech Emotion Recognition INTERSPEECH 2020
Unsupervised Methods for Evaluating Speech Representations INTERSPEECH 2020
A Low Latency ASR-Free End to End Spoken Language Understanding System INTERSPEECH 2020
Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions AAAI 2020
Deep Self-Supervised Hierarchical Clustering for Speaker Diarization INTERSPEECH 2020
Distributed Representations for Arithmetic Word Problems AAAI 2020
SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification AAAI 2020
On Deep Unsupervised Active Learning IJCAI 2020
Why bigger is not always better: on finite and infinite neural networks ICML 2020
Forecasting Sequential Data Using Consistent Koopman Autoencoders ICML 2020
Jointly Fine-Tuning “BERT-Like” Self Supervised Models to Improve Multimodal Speech Emotion Recognition INTERSPEECH 2020
A Free-Energy Principle for Representation Learning ICML 2020
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations ICML 2020
Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory NIPS 2020
Investigating representations of verb bias in neural language models EMNLP 2020
Probing Task-Oriented Dialogue Representation from Language Models EMNLP 2020
Building Deep Equivariant Capsule Networks ICLR 2020
A New Representation Learning Method for Individual Treatment Effect Estimation: Split Covariate Representation Network ACML 2020
Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition INTERSPEECH 2020
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation CONLL 2020
Intent Preference Decoupling for User Representation on Online Recommender System IJCAI 2020
Extending Unsupervised Neural Image Compression With Supervised Multitask Learning MIDL 2020
Latent Bernoulli Autoencoder ICML 2020