Feature Learning

Modeling Multi-Granularity Hierarchical Features for Relation Extraction NAACL 2022 MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning CVPR 2022 Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022 Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks IJCAI 2022 Neural Lexicon Reader: Reduce Pronunciation Errors in End-to-end TTS by Leveraging External Textual Knowledge Interspeech 2022 NOMAD: Nonlinear Manifold Decoders for Operator Learning NeurIPS 2022 Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning AAAI 2022 On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data AISTATS 2022 On the Curious Case of l2 norm of Sense Embeddings EMNLP 2022 On the Identifiability of Nonlinear ICA: Sparsity and Beyond NeurIPS 2022 OPEN: Orthogonal Propagation with Ego-Network Modeling NeurIPS 2022 Partial Class Activation Attention for Semantic Segmentation CVPR 2022 Quadric Hypersurface Intersection for Manifold Learning in Feature Space AISTATS 2022 Representation Learning for Maximization of MI, Nonlinear ICA and Nonlinear Subspaces with Robust Density Ratio Estimation JMLR 2022 Semantic Feature Discovery with Code Mining and Semantic Type Detection AAAI 2022 Sentence Ambiguity, Grammaticality and Complexity Probes EMNLP 2022 Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining AAAI 2022 Streaming Inference for Infinite Feature Models ICML 2022 Towards Learning Arabic Morphophonology EMNLP 2022 TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022 Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling EMNLP 2022 Weakly Supervised Representation Learning with Sparse Perturbations NeurIPS 2022 WeightedSHAP: analyzing and improving Shapley based feature attributions NeurIPS 2022 Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension COLING 2022 ABMDRNet: Adaptive-Weighted Bi-Directional Modality Difference Reduction Network for RGB-T Semantic Segmentation CVPR 2021