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Representation Learning

4516 directly classified papers

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Papers

Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution AAAI 2020
FDN: Feature Decoupling Network for Head Pose Estimation AAAI 2020
Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose AAAI 2020
Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning AAAI 2020
Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism AAAI 2020
ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN EMNLP 2020
Probing Pretrained Language Models for Lexical Semantics EMNLP 2020
Generating Dialogue Responses from a Semantic Latent Space EMNLP 2020
Do sequence-to-sequence VAEs learn global features of sentences? EMNLP 2020
Form2Seq : A Framework for Higher-Order Form Structure Extraction EMNLP 2020
Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network EMNLP 2020
Discontinuous Constituent Parsing as Sequence Labeling EMNLP 2020
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference EMNLP 2020
Intrinsic Probing through Dimension Selection EMNLP 2020
Disentangled Representations for Sequence Data using Information Bottleneck Principle ACML 2020
SAM: Squeeze-and-Mimic Networks for Conditional Visual Driving Policy Learning CORL 2020
In search of isoglosses: continuous and discrete language embeddings in Slavic historical phonology ACL 2020
A Transformer Approach to Contextual Sarcasm Detection in Twitter ACL 2020
Testing the role of metadata in metaphor identification ACL 2020
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions AAAI 2020
Progressive Feature Polishing Network for Salient Object Detection AAAI 2020
Optical Flow in Deep Visual Tracking AAAI 2020
R²MRF: Defocus Blur Detection via Recurrently Refining Multi-Scale Residual Features AAAI 2020
Fine-Grained Recognition: Accounting for Subtle Differences between Similar Classes AAAI 2020
DGCN: Dynamic Graph Convolutional Network for Efficient Multi-Person Pose Estimation AAAI 2020