Feature Learning

CompactIE: Compact Facts in Open Information Extraction NAACL 2022 Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022 Composite Feature Selection Using Deep Ensembles NeurIPS 2022 Conditional Gradients for the Approximately Vanishing Ideal AISTATS 2022 Data-Efficient Augmentation for Training Neural Networks NeurIPS 2022 Datamodels: Understanding Predictions with Data and Data with Predictions ICML 2022 Data-SUITE: Data-centric identification of in-distribution incongruous examples ICML 2022 Deep Decomposition for Stochastic Normal-Abnormal Transport CVPR 2022 Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes CVPR 2022 Dual Perspective of Label-Specific Feature Learning for Multi-Label Classification ICML 2022 DuMLP-Pin: A Dual-MLP-Dot-Product Permutation-Invariant Network for Set Feature Extraction AAAI 2022 Embedding Hallucination for Few-shot Language Fine-tuning NAACL 2022 Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model AAAI 2022 Geodesic Self-Attention for 3D Point Clouds NeurIPS 2022 Interpretable Part-Whole Hierarchies and Conceptual-Semantic Relationships in Neural Networks CVPR 2022 JsonGrinder.jl: automated differentiable neural architecture for embedding arbitrary JSON data JMLR 2022 Jump Gaussian Process Model for Estimating Piecewise Continuous Regression Functions JMLR 2022 Learning Multiple Dense Prediction Tasks From Partially Annotated Data CVPR 2022 Learning Multi-resolution Functional Maps with Spectral Attention for Robust Shape Matching NeurIPS 2022 Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images IJCAI 2022 Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese NAACL 2022 Learning To Find Good Models in RANSAC CVPR 2022 Locally Aggregated Feature Attribution on Natural Language Model Understanding NAACL 2022 Low Saxon dialect distances at the orthographic and syntactic level ACL 2022 Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting NAACL 2022