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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

Utilizing Expert Features for Contrastive Learning of Time-Series Representations ICML 2022
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework ICML 2022
Visual Consensus Modeling for Video-Text Retrieval AAAI 2022
Proxy Learning of Visual Concepts of Fine Art Paintings from Styles through Language Models AAAI 2022
ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification AAAI 2022
Reinforcement Learning with Action-Free Pre-Training from Videos ICML 2022
Context-Specific Representation Abstraction for Deep Option Learning AAAI 2022
What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator AAAI 2022
Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation AAAI 2022
Invariant Action Effect Model for Reinforcement Learning AAAI 2022
Target Languages (vs. Inductive Biases) for Learning to Act and Plan AAAI 2022
The dynamics of representation learning in shallow, non-linear autoencoders ICML 2022
SimMatch: Semi-Supervised Learning With Similarity Matching CVPR 2022
How to encode arbitrarily complex morphology in word embeddings, no corpus needed COLING 2022
Categorizing Semantic Representations for Neural Machine Translation COLING 2022
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations AAAI 2022
TS2Vec: Towards Universal Representation of Time Series AAAI 2022
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning CVPR 2022
Bridging Video-Text Retrieval With Multiple Choice Questions CVPR 2022
Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract) AAAI 2022
Multi-objective Representation Learning for Scientific Document Retrieval COLING 2022
On Causally Disentangled Representations AAAI 2022
IDANI: Inference-time Domain Adaptation via Neuron-level Interventions NAACL 2022
RIGA at SemEval-2022 Task 1: Scaling Recurrent Neural Networks for CODWOE Dictionary Modeling SEMEVAL 2022
TLDR at SemEval-2022 Task 1: Using Transformers to Learn Dictionaries and Representations SEMEVAL 2022