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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

TransNFCM: Translation-Based Neural Fashion Compatibility Modeling AAAI 2019
Utilizing Class Information for Deep Network Representation Shaping AAAI 2019
Understanding VAEs in Fisher-Shannon Plane AAAI 2019
Gaussian-Induced Convolution for Graphs AAAI 2019
TransConv: Relationship Embedding in Social Networks AAAI 2019
Are Disentangled Representations Helpful for Abstract Visual Reasoning? NIPS 2019
Lifelong Optimization with Low Regret AISTATS 2019
Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ACL 2019
Language Modeling with Shared Grammar ACL 2019
Modeling Paths for Explainable Knowledge Base Completion ACL 2019
MedNorm: A Corpus and Embeddings for Cross-terminology Medical Concept Normalisation ACL 2019
Deep Generalized Canonical Correlation Analysis ACL 2019
Data-Driven Approach to Multiple-Source Domain Adaptation AISTATS 2019
Estimation of Non-Normalized Mixture Models AISTATS 2019
Support and Invertibility in Domain-Invariant Representations AISTATS 2019
Parsing Meaning Representations: Is Easier Always Better? ACL 2019
Inverting Supervised Representations with Autoregressive Neural Density Models AISTATS 2019
Towards Language Agnostic Universal Representations ACL 2019
Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis IJCNLP 2019
Cross-channel Communication Networks NIPS 2019
MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering EMNLP 2019
Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations EMNLP 2019
Deep Learning with Relational Logic Representations IJCAI 2019
Towards Architecture-Agnostic Neural Transfer: a Knowledge-Enhanced Approach IJCAI 2019
Social Media-based User Embedding: A Literature Review IJCAI 2019