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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

Learning Faithful Representations of Causal Graphs IJCNLP 2021
Region-Aware Contrastive Learning for Semantic Segmentation ICCV 2021
Adversarial Robustness for Unsupervised Domain Adaptation ICCV 2021
SketchAA: Abstract Representation for Abstract Sketches ICCV 2021
CDS: Cross-Domain Self-Supervised Pre-Training ICCV 2021
Spatio-Temporal Self-Supervised Representation Learning for 3D Point Clouds ICCV 2021
Mixture-Based Feature Space Learning for Few-Shot Image Classification ICCV 2021
Transductive Few-Shot Classification on the Oblique Manifold ICCV 2021
Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds ICCV 2021
Weakly Supervised Contrastive Learning ICCV 2021
A Simple Feature Augmentation for Domain Generalization ICCV 2021
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context EMNLP 2021
Improving Multimodal fusion via Mutual Dependency Maximisation EMNLP 2021
Conditional probing: measuring usable information beyond a baseline EMNLP 2021
Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification EMNLP 2021
Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021
Mapping probability word problems to executable representations EMNLP 2021
Towards Label-Agnostic Emotion Embeddings EMNLP 2021
Hierarchical Encoders for Modeling and Interpreting Screenplays NAACL 2021
Enhancing Cognitive Models of Emotions with Representation Learning NAACL 2021
Scalable Few-Shot Learning of Robust Biomedical Name Representations NAACL 2021
PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering EMNLP 2021
Representations of Meaning in Neural Networks for NLP: a Thesis Proposal NAACL 2021
Multifaceted Domain-Specific Document Embeddings NAACL 2021