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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

Semi-supervised Sequence Classification through Change Point Detection AAAI 2021
Towards Reusable Network Components by Learning Compatible Representations AAAI 2021
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis AAAI 2021
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings EMNLP 2021
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction EMNLP 2021
Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition AAAI 2021
Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings ACL 2021
Writing Style Author Embedding Evaluation EMNLP 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks ACL 2021
Learning Aggregation Functions IJCAI 2021
Representation Learning Through Latent Canonicalizations WACV 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning IJCNLP 2021
Distilling Linguistic Context for Language Model Compression EMNLP 2021
Self-Supervised Multimodal Opinion Summarization IJCNLP 2021
Box-To-Box Transformations for Modeling Joint Hierarchies IJCNLP 2021
How Do BERT Embeddings Organize Linguistic Knowledge? NAACL 2021
Continual Learning for Text Classification with Information Disentanglement Based Regularization NAACL 2021
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer NAACL 2021
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models NAACL 2021
Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation ICML 2021
Graph Contrastive Learning Automated ICML 2021
Exploring Visual Engagement Signals for Representation Learning ICCV 2021
Towards Domain-Agnostic Contrastive Learning ICML 2021
Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs ICCV 2021
Domain Generalization using Causal Matching ICML 2021