Representation Learning

Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract) IJCAI 2020 Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling ACL 2020 Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020 Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation ACL 2020 Contextual Embeddings: When Are They Worth It? ACL 2020 Contextualized Embeddings for Connective Disambiguation in Shallow Discourse Parsing EMNLP 2020 Contextualized Sparse Representations for Real-Time Open-Domain Question Answering ACL 2020 Control Flow Graph Embedding Based on Multi-Instance Decomposition for Bug Localization AAAI 2020 Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis CVPR 2020 COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment AAAI 2020 Counting Out Time: Class Agnostic Video Repetition Counting in the Wild CVPR 2020 Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset EMNLP 2020 Cross-Batch Memory for Embedding Learning CVPR 2020 Cross-Domain Correspondence Learning for Exemplar-Based Image Translation CVPR 2020 Cross-Lingual Speaker Verification with Domain-Balanced Hard Prototype Mining and Language-Dependent Score Normalization Interspeech 2020 Crossmodal Sound Retrieval Based on Specific Target Co-Occurrence Denoted with Weak Labels Interspeech 2020 Cross-Modal Subspace Clustering via Deep Canonical Correlation Analysis AAAI 2020 Cross-Spectral Face Hallucination via Disentangling Independent Factors CVPR 2020 Data-to-Text Generation with Style Imitation EMNLP 2020 De-Biased Court’s View Generation with Causality EMNLP 2020 Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization COLING 2020 Deep Embedded Non-Redundant Clustering AAAI 2020 Deep Face Super-Resolution With Iterative Collaboration Between Attentive Recovery and Landmark Estimation CVPR 2020 Deep Fair Clustering for Visual Learning CVPR 2020 Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence CVPR 2020