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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

How and What To Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition WACV 2022
Strumming to the Beat: Audio-Conditioned Contrastive Video Textures WACV 2022
Self-Supervised Pretraining Improves Self-Supervised Pretraining WACV 2022
Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise WACV 2022
Boosting Contrastive Self-Supervised Learning With False Negative Cancellation WACV 2022
Knowledge Capture and Replay for Continual Learning WACV 2022
Billion-Scale Pretraining With Vision Transformers for Multi-Task Visual Representations WACV 2022
All the Attention You Need: Global-Local, Spatial-Channel Attention for Image Retrieval WACV 2022
From BERT‘s Point of View: Revealing the Prevailing Contextual Differences ACL 2022
Emergent Structures and Training Dynamics in Large Language Models ACL 2022
Sentence Ambiguity, Grammaticality and Complexity Probes EMNLP 2022
Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022
Adapting a Language Model While Preserving its General Knowledge EMNLP 2022
A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction EMNLP 2022
Evaluation Methods for Representation Learning: A Survey IJCAI 2022
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy CVPR 2022
Learning Bellman Complete Representations for Offline Policy Evaluation ICML 2022
Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning ICML 2022
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning ICML 2022
AnyMorph: Learning Transferable Polices By Inferring Agent Morphology ICML 2022
Denoised MDPs: Learning World Models Better Than the World Itself ICML 2022
Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning approach ICML 2022
Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022
Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022
MS-HGAT: Memory-Enhanced Sequential Hypergraph Attention Network for Information Diffusion Prediction AAAI 2022