Representation Learning

Characterizing emergent representations in a space of candidate learning rules for deep networks NeurIPS 2020 Characterizing Similarity of Visual Stimulus from Associated Neuronal Response IJCAI 2020 Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT EMNLP 2020 Charting the Right Manifold: Manifold Mixup for Few-shot Learning WACV 2020 Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules AAAI 2020 CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word Representations SemEval 2020 CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization EMNLP 2020 Classification with Rejection: Scaling Generative Classifiers with Supervised Deep Infomax IJCAI 2020 Clearing Kidney Exchanges via Graph Neural Network Guided Tree Search (Student Abstract) AAAI 2020 CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes EMNLP 2020 Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation EMNLP 2020 Cloth in the Wind: A Case Study of Physical Measurement Through Simulation CVPR 2020 CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ACL 2020 CLUZH at SIGMORPHON 2020 Shared Task on Multilingual Grapheme-to-Phoneme Conversion ACL 2020 CMCE at SemEval-2020 Task 1: Clustering on Manifolds of Contextualized Embeddings to Detect Historical Meaning Shifts SemEval 2020 C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation UAI 2020 COD3S: Diverse Generation with Discrete Semantic Signatures EMNLP 2020 Code and Named Entity Recognition in StackOverflow ACL 2020 Coding Textual Inputs Boosts the Accuracy of Neural Networks EMNLP 2020 CoLAKE: Contextualized Language and Knowledge Embedding COLING 2020 Collaborative Motion Prediction via Neural Motion Message Passing CVPR 2020 Collaborative Self-Attention Network for Session-based Recommendation IJCAI 2020 Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems ICML 2020 Coloring Graph Neural Networks for Node Disambiguation IJCAI 2020 Combining Compositional Models and Deep Networks For Robust Object Classification under Occlusion WACV 2020