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Representation Learning

4,516 papers

Papers per year

Papers

A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences INTERSPEECH 2020
Learning Contextual Language Embeddings for Monaural Multi-Talker Speech Recognition INTERSPEECH 2020
Fast Texture Synthesis via Pseudo Optimizer CVPR 2020
What is Learned in Visually Grounded Neural Syntax Acquisition ACL 2020
Graph Filtration Learning ICML 2020
Learning to Discriminate Information for Online Action Detection CVPR 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention EMNLP 2020
Back to the Future – Temporal Adaptation of Text Representations AAAI 2020
Adversarial Latent Autoencoders CVPR 2020
Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL 2020
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer AAAI 2020
Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline CVPR 2020
Compositionality and Capacity in Emergent Languages ACL 2020
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020
Enhancing Machine Translation with Dependency-Aware Self-Attention ACL 2020
Semantics-Aligned Representation Learning for Person Re-Identification AAAI 2020
Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding Words ACL 2020
Single Camera Training for Person Re-Identification AAAI 2020
Geometric Image Correspondence Verification by Dense Pixel Matching WACV 2020
New Interpretations of Normalization Methods in Deep Learning AAAI 2020
MaskGEC: Improving Neural Grammatical Error Correction via Dynamic Masking AAAI 2020
Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding AAAI 2020
Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models AAAI 2020
Do Neural Language Models Show Preferences for Syntactic Formalisms? ACL 2020
Semantic Image Manipulation Using Scene Graphs CVPR 2020