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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

Deep Graph Representation Learning and Optimization for Influence Maximization ICML 2023
Homomorphism AutoEncoder -- Learning Group Structured Representations from Observed Transitions ICML 2023
Fisher Information Embedding for Node and Graph Learning ICML 2023
Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning ICML 2023
Overcoming Simplicity Bias in Deep Networks using a Feature Sieve ICML 2023
Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels ICML 2023
On the Stepwise Nature of Self-Supervised Learning ICML 2023
Random Teachers are Good Teachers ICML 2023
Improved Training of Deep Text Clustering EMNLP 2023
TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023
DistillCSE: Distilled Contrastive Learning for Sentence Embeddings EMNLP 2023
Role of Context in Unsupervised Sentence Representation Learning: the Case of Dialog Act Modeling EMNLP 2023
A Spectral Viewpoint on Continual Relation Extraction EMNLP 2023
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search EMNLP 2023
On the Dimensionality of Sentence Embeddings EMNLP 2023
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities EMNLP 2023
Domain Adaptation for Sentiment Analysis Using Robust Internal Representations EMNLP 2023
Unified Representation for Non-compositional and Compositional Expressions EMNLP 2023
Macedon: Minimizing Representation Coding Rate Reduction for Cross-Lingual Natural Language Understanding EMNLP 2023
You Are What You Annotate: Towards Better Models through Annotator Representations EMNLP 2023
Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics EMNLP 2023
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery EMNLP 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective EMNLP 2023
Representation Projection Invariance Mitigates Representation Collapse EMNLP 2023
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens EMNLP 2023