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Feature Learning

817 directly classified papers

Papers per year

Papers

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
Self-Repetition in Abstractive Neural Summarizers IJCNLP 2022
Interpretable Part-Whole Hierarchies and Conceptual-Semantic Relationships in Neural Networks CVPR 2022
Representation Learning for Maximization of MI, Nonlinear ICA and Nonlinear Subspaces with Robust Density Ratio Estimation JMLR 2022
Towards Learning Arabic Morphophonology EMNLP 2022
Sentence Ambiguity, Grammaticality and Complexity Probes EMNLP 2022
Geodesic Self-Attention for 3D Point Clouds NIPS 2022
DuMLP-Pin: A Dual-MLP-Dot-Product Permutation-Invariant Network for Set Feature Extraction AAAI 2022
Category-Specific Nuance Exploration Network for Fine-Grained Object Retrieval AAAI 2022
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022
Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model AAAI 2022
Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning AAAI 2022
Data-SUITE: Data-centric identification of in-distribution incongruous examples ICML 2022
Quadric Hypersurface Intersection for Manifold Learning in Feature Space AISTATS 2022
On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data AISTATS 2022
Conditional Gradients for the Approximately Vanishing Ideal AISTATS 2022
Semantic Feature Discovery with Code Mining and Semantic Type Detection AAAI 2022
Deep Decomposition for Stochastic Normal-Abnormal Transport CVPR 2022
Datamodels: Understanding Predictions with Data and Data with Predictions ICML 2022
C-MinHash: Improving Minwise Hashing with Circulant Permutation ICML 2022
Dual Perspective of Label-Specific Feature Learning for Multi-Label Classification ICML 2022
COAT: Measuring Object Compositionality in Emergent Representations ICML 2022
Locally Aggregated Feature Attribution on Natural Language Model Understanding NAACL 2022
Streaming Inference for Infinite Feature Models ICML 2022