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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

Probabilistic Model Distillation for Semantic Correspondence CVPR 2021
Utilizing Every Image Object for Semi-Supervised Phrase Grounding WACV 2021
Understanding the World Through Action CORL 2021
On the Generalization of Learning-Based 3D Reconstruction WACV 2021
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization AAAI 2021
Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning IJCNLP 2021
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering IJCNLP 2021
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