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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

CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing AAAI 2022
Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks AAAI 2022
Toward a New Science of Common Sense AAAI 2022
A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce AAAI 2022
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022
Neural Networks can Learn Representations with Gradient Descent COLT 2022
Assemblies of neurons learn to classify well-separated distributions COLT 2022
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