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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

Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification AAAI 2022
Learning to Evolve on Dynamic Graphs (Student Abstract) AAAI 2022
Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question Answering NAACL 2022
Domain-matched Pre-training Tasks for Dense Retrieval NAACL 2022
Diagnosing Epileptogenesis with Deep Anomaly Detection MLHC 2022
Contrastive Learning of Medical Visual Representations from Paired Images and Text MLHC 2022
DIFER: Differentiable Automated Feature Engineering AUTOML 2022
Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation WACV 2022
Towards efficient representation identification in supervised learning CLEAR 2022
Language Embeddings for Typology and Cross-lingual Transfer Learning IJCNLP 2021
Visual Adversarial Imitation Learning using Variational Models NIPS 2021
Bridging Code-Text Representation Gap using Explanation ACML 2021
Semantic Similarity Based Evaluation for Abstractive News Summarization ACL 2021
Cambridge at SemEval-2021 Task 2: Neural WiC-Model with Data Augmentation and Exploration of Representation ACL 2021
Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection IJCNLP 2021
Cambridge at SemEval-2021 Task 2: Neural WiC-Model with Data Augmentation and Exploration of Representation IJCNLP 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing IJCNLP 2021
Learn The Big Picture: Representation Learning for Clustering IJCNLP 2021
Direction is what you need: Improving Word Embedding Compression in Large Language Models ACL 2021
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity ACL 2021
Grammatical Profiling for Semantic Change Detection CONLL 2021
Deep Unsupervised Anomaly Detection WACV 2021
De-Biasing Neural Networks With Estimated Offset for Class Imbalanced Learning WACV 2021
Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration ICCV 2021
Raw Nav-merge Seismic Data to Subsurface Properties with MLP based Multi-Modal Information Unscrambler NIPS 2021