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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

Foundation Model for Material Science AAAI 2023
Deep Factorized Metric Learning CVPR 2023
An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling CVPR 2023
Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning CVPR 2023
Local-Guided Global: Paired Similarity Representation for Visual Reinforcement Learning CVPR 2023
MEDIMP: 3D Medical Images and clinical Prompts for renal transplant representation learning MIDL 2023
A comparison of self-supervised pretraining approaches for predicting disease risk from chest radiograph images MIDL 2023
A Statistical Perspective on Retrieval-Based Models ICML 2023
Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information AAAI 2023
Transparency at the Source: Evaluating and Interpreting Language Models With Access to the True Distribution EMNLP 2023
Learning Prototype Classifiers for Long-Tailed Recognition IJCAI 2023
Multi-Scale Subgraph Contrastive Learning IJCAI 2023
Hiding Data Helps: On the Benefits of Masking for Sparse Coding ICML 2023
Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays MIDL 2023
CP2Image: Generating high-quality single-cell images using CellProfiler representations MIDL 2023
A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023
Dense Retrieval as Indirect Supervision for Large-space Decision Making EMNLP 2023
Towards a Deep Understanding of Multilingual End-to-End Speech Translation EMNLP 2023
The Locality and Symmetry of Positional Encodings EMNLP 2023
Rethinking the Construction of Effective Metrics for Understanding the Mechanisms of Pretrained Language Models EMNLP 2023
Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training EMNLP 2023
Probing Representations for Document-level Event Extraction EMNLP 2023
The Less the Merrier? Investigating Language Representation in Multilingual Models EMNLP 2023
Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words EMNLP 2023
ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery EMNLP 2023