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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

Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation ACL 2021
Implicit Regularization via Neural Feature Alignment AISTATS 2021
Automated Concatenation of Embeddings for Structured Prediction ACL 2021
CoMatch: Semi-Supervised Learning With Contrastive Graph Regularization ICCV 2021
Contrastive Multimodal Fusion With TupleInfoNCE ICCV 2021
Preservational Learning Improves Self-Supervised Medical Image Models by Reconstructing Diverse Contexts ICCV 2021
Switchable K-Class Hyperplanes for Noise-Robust Representation Learning ICCV 2021
Cross-Encoder for Unsupervised Gaze Representation Learning ICCV 2021
Hierarchical Disentangled Representation Learning for Outdoor Illumination Estimation and Editing ICCV 2021
Multiview Pseudo-Labeling for Semi-Supervised Learning From Video ICCV 2021
ALADIN: All Layer Adaptive Instance Normalization for Fine-Grained Style Similarity ICCV 2021
Multi-Class Cell Detection Using Spatial Context Representation ICCV 2021
Learning by Aligning: Visible-Infrared Person Re-Identification Using Cross-Modal Correspondences ICCV 2021
Joint Representation Learning and Novel Category Discovery on Single- and Multi-Modal Data ICCV 2021
Dissecting Image Crops ICCV 2021
Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams ICCV 2021
Coarsely-Labeled Data for Better Few-Shot Transfer ICCV 2021
Biomedical Concept Normalization by Leveraging Hypernyms EMNLP 2021
Lifelong Knowledge-Enriched Social Event Representation Learning EACL 2021
Monolingual Word Sense Alignment as a Classification Problem EACL 2021
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy IJCNLP 2021
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering EACL 2021
Contrasting distinct structured views to learn sentence embeddings EACL 2021
CoSMo: Content-Style Modulation for Image Retrieval With Text Feedback CVPR 2021
Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders AAAI 2021