Representation Learning

Minimax Estimation of Laplacian Constrained Precision Matrices AISTATS 2021 Mining Contextual Information Beyond Image for Semantic Segmentation ICCV 2021 Min/max stability and box distributions UAI 2021 MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms NeurIPS 2021 MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering EMNLP 2021 Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities ACL 2021 MIST: Multiple Instance Spatial Transformer CVPR 2021 Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization EMNLP 2021 Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT EMNLP 2021 Mixup Decoding for Diverse Machine Translation EMNLP 2021 MLBiNet: A Cross-Sentence Collective Event Detection Network ACL 2021 MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation ACL 2021 MMIM: An Interpretable Regularization Method for Neural Networks (Student Abstract) AAAI 2021 Modality-Agnostic Topology Aware Localization NeurIPS 2021 Model-Agnostic Fits for Understanding Information Seeking Patterns in Humans AAAI 2021 Model-Based Domain Generalization NeurIPS 2021 Model-Based Exploration of Linking Between Vowel Articulatory Space and Acoustic Space Interspeech 2021 Modeling Document-Level Context for Event Detection via Important Context Selection EMNLP 2021 Modeling Fine-Grained Entity Types with Box Embeddings ACL 2021 Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones NeurIPS 2021 Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction AAAI 2021 Modeling Hierarchical Structures with Continuous Recursive Neural Networks ICML 2021 Modeling Language Usage and Listener Engagement in Podcasts ACL 2021 Modeling Mathematical Notation Semantics in Academic Papers EMNLP 2021 Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces ACL 2021