Representation Learning

Supervised Contrastive Learning NeurIPS 2020 SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy EMNLP 2020 Symmetry and Group in Attribute-Object Compositions CVPR 2020 SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification AAAI 2020 Syntactic Parsing in Humans and Machines ACL 2020 Task-Oriented Dialog Generation with Enhanced Entity Representation Interspeech 2020 Temporal Context Enhanced Feature Aggregation for Video Object Detection AAAI 2020 Temporal Network Embedding with High-Order Nonlinear Information AAAI 2020 Testing the role of metadata in metaphor identification ACL 2020 The Autoencoding Variational Autoencoder NeurIPS 2020 “The Boating Store Had Its Best Sail Ever”: Pronunciation-attentive Contextualized Pun Recognition ACL 2020 The Devil Is in the Details: Delving Into Unbiased Data Processing for Human Pose Estimation CVPR 2020 The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-Identification NeurIPS 2020 The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction EMNLP 2020 The EOS Decision and Length Extrapolation EMNLP 2020 The HSIC Bottleneck: Deep Learning without Back-Propagation AAAI 2020 The importance of fillers for text representations of speech transcripts EMNLP 2020 The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures EMNLP 2020 Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets AAAI 2020 Tone Learning in Low-Resource Bilingual TTS Interspeech 2020 ToTTo: A Controlled Table-To-Text Generation Dataset EMNLP 2020 Towards Backward-Compatible Representation Learning CVPR 2020 Towards Better Context-aware Lexical Semantics:Adjusting Contextualized Representations through Static Anchors EMNLP 2020 Towards Consistent Variational Auto-Encoding (Student Abstract) AAAI 2020 Towards Debiasing Sentence Representations ACL 2020