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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

Field Embedding: A Unified Grain-Based Framework for Word Representation NAACL 2021
Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels with Variational Auto-Encoder IJCAI 2021
ReadOnce Transformers: Reusable Representations of Text for Transformers ACL 2021
Query2Prod2Vec: Grounded Word Embeddings for eCommerce NAACL 2021
Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity ACL 2021
Changing the Basis of Contextual Representations with Explicit Semantics ACL 2021
Learning Continuous Image Representation With Local Implicit Image Function CVPR 2021
Electrocardio Panorama: Synthesizing New ECG views with Self-supervision IJCAI 2021
UIBert: Learning Generic Multimodal Representations for UI Understanding IJCAI 2021
Explaining Self-Supervised Image Representations with Visual Probing IJCAI 2021
Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization ICCV 2021
Feature Interactive Representation for Point Cloud Registration ICCV 2021
Self-Supervised Neural Networks for Spectral Snapshot Compressive Imaging ICCV 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ACL 2021
Optimizing Deeper Transformers on Small Datasets ACL 2021
Pre-training Universal Language Representation ACL 2021
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders ACL 2021
Experiments on a Guarani Corpus of News and Social Media NAACL 2021
Improving Causal Inference by Increasing Model Expressiveness AAAI 2021
Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents NAACL 2021
Do RNN States Encode Abstract Phonological Alternations? NAACL 2021
GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients AAAI 2021
Neural Analogical Matching AAAI 2021
Stratified Rule-Aware Network for Abstract Visual Reasoning AAAI 2021
A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space ACL 2021