Feature Learning

Interactive Concept Learning for Uncovering Latent Themes in Large Text Collections ACL 2023 Isometric Manifold Learning Using Hierarchical Flow AAAI 2023 Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering NeurIPS 2023 Learning Compact Features via In-Training Representation Alignment AAAI 2023 Learning Layer-wise Equivariances Automatically using Gradients NeurIPS 2023 Learning Second-Order Attentive Context for Efficient Correspondence Pruning AAAI 2023 Learning Steerable Function for Efficient Image Resampling CVPR 2023 Learning to Binarize Continuous Features for Neuro-Rule Networks IJCAI 2023 Learning Transformation-Predictive Representations for Detection and Description of Local Features CVPR 2023 LRL_NC at SemEval-2023 Task 4: The Touche23-George-boole Approach for Multi-Label Classification of Human-Values behind Arguments SemEval 2023 Mandarin classifier systems optimize to accommodate communicative pressures EMNLP 2023 Mining Effective Features Using Quantum Entropy for Humor Recognition EACL 2023 MTANet: Multi-band Time-frequency Attention Network for Singing Melody Extraction from Polyphonic Music Interspeech 2023 Multitask Learning via Shared Features: Algorithms and Hardness COLT 2023 Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition CVPR 2023 On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results JMLR 2023 On the Importance of Feature Separability in Predicting Out-Of-Distribution Error NeurIPS 2023 On the Stability-Plasticity Dilemma of Class-Incremental Learning CVPR 2023 PMAES: Prompt-mapping Contrastive Learning for Cross-prompt Automated Essay Scoring ACL 2023 Polyhedron Attention Module: Learning Adaptive-order Interactions NeurIPS 2023 Practical Markov Boundary Learning without Strong Assumptions AAAI 2023 Predicting Human Translation Difficulty Using Automatic Word Alignment ACL 2023 Shape Analysis of Euclidean Curves under Frenet-Serret Framework ICCV 2023 Shapley Based Residual Decomposition for Instance Analysis ICML 2023 Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023