Feature Learning

Learning to Embed Distributions via Maximum Kernel Entropy NeurIPS 2024 Learning to Shape In-distribution Feature Space for Out-of-distribution Detection NeurIPS 2024 Length-aware Byte Pair Encoding for Mitigating Over-segmentation in Korean Machine Translation ACL 2024 Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment CVPR 2024 MatrixNet: Learning over symmetry groups using learned group representations NeurIPS 2024 Mean-Shift Feature Transformer CVPR 2024 Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange CVPR 2024 Modeling Selective Feature Attention for Lightweight Text Matching IJCAI 2024 Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization NeurIPS 2024 Neural Collapse To Multiple Centers For Imbalanced Data NeurIPS 2024 Neural Feature Learning in Function Space JMLR 2024 One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently NeurIPS 2024 Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning NeurIPS 2024 ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning IJCAI 2024 PE: A Poincare Explanation Method for Fast Text Hierarchy Generation EMNLP 2024 PHG-Net: Persistent Homology Guided Medical Image Classification WACV 2024 Pinealai_StressIdent_LT-EDI@EACL2024: Minimal configurations for Stress Identification in Tamil and Telugu EACL 2024 ProxyFusion: Face Feature Aggregation Through Sparse Experts NeurIPS 2024 Pruning is Optimal for Learning Sparse Features in High-Dimensions COLT 2024 PyXAI: An XAI Library for Tree-Based Models IJCAI 2024 QAGait: Revisit Gait Recognition from a Quality Perspective AAAI 2024 RACAI at ClimateActivism 2024: Improving Detection of Hate Speech by Extending LLM Predictions with Handcrafted Features EACL 2024 Reliable Conflictive Multi-View Learning AAAI 2024 Robust Non-linear Normalization of Heterogeneous Feature Distributions with Adaptive Tanh-Estimators AISTATS 2024 RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection WACV 2024