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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Self-supervised representations for multi-view reinforcement learning UAI 2022
On the Transformation of Latent Space in Fine-Tuned NLP Models EMNLP 2022
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion ICML 2022
Topic-Regularized Authorship Representation Learning EMNLP 2022
Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification COLING 2022
Accuracy meets Diversity in a News Recommender System COLING 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022
Self-supervised learning with random-projection quantizer for speech recognition ICML 2022
A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing ICML 2022
MetAug: Contrastive Learning via Meta Feature Augmentation ICML 2022
Tutorial on Multimodal Machine Learning NAACL 2022
Combining Diverse Feature Priors ICML 2022
Neural Contextual Anomaly Detection for Time Series IJCAI 2022
A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications AAAI 2022
Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022
Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation AAAI 2022
Mutual Contrastive Learning for Visual Representation Learning AAAI 2022
Learning from the Tangram to Solve Mini Visual Tasks AAAI 2022
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