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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

Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022
A Study on the Distribution of Social Biases in Self-Supervised Learning Visual Models CVPR 2022
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning CVPR 2022
Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning ICML 2022
All Information is Valuable: Question Matching over Full Information Transmission Network NAACL 2022
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training NAACL 2022
Learning Mixture of Domain-Specific Experts via Disentangled Factors for Autonomous Driving AAAI 2022
Learning Disentangled Classification and Localization Representations for Temporal Action Localization AAAI 2022
DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training AAAI 2022
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning AAAI 2022
SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) AAAI 2022
The Surprising Effectiveness of Representation Learning for Visual Imitation RSS 2022
PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP 2022
Enhancing Sequential Recommendation with Graph Contrastive Learning IJCAI 2022
Uncertainty-Aware Representation Learning for Action Segmentation IJCAI 2022
TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning IJCAI 2022
InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022
Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition AAAI 2022
Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity AAAI 2022
OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning AAAI 2022
Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022
Learning Token-Based Representation for Image Retrieval AAAI 2022
Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation AAAI 2022
Self-Supervised Pretraining for RGB-D Salient Object Detection AAAI 2022
A Self-Supervised Mixed-Curvature Graph Neural Network AAAI 2022