Feature Learning

Label Noise Correction via Fuzzy Learning Machine AAAI 2025 Learnable Feature Patches and Vectors for Boosting Low-light Image Enhancement without External Knowledge ICCV 2025 Learnable Logit Adjustment for Imbalanced Semi-Supervised Learning under Class Distribution Mismatch ICCV 2025 Learning Accurate and Interpretable Decision Trees (Extended Abstract) IJCAI 2025 Learning Affine Correspondences by Integrating Geometric Constraints CVPR 2025 Learning Deep Illumination-Robust Features from Multispectral Filter Array Images WACV 2025 Learnware Specification via Label-Aware Neural Embedding AAAI 2025 Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 MATCHA: Towards Matching Anything CVPR 2025 Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation AAAI 2025 Measuring the Impact of Rotation Equivariance on Aerial Object Detection ICCV 2025 MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse AAAI 2025 Mobility Data Representations for Spatiotemporal Tasks AAAI 2025 Modeling the Evolution of English Noun Compounds with Feature-Rich Diachronic Compositionality Prediction ACL 2025 Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025 Neuromanifold-Regularized KANs for Shape-fair Feature Representations ICCV 2025 On the Feasibility of In-Context Probing for Data Attribution NAACL 2025 On the Role of Key Phrases in Argument Mining NAACL 2025 Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025 Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding CVPR 2025 Point-GN: A Non-Parametric Network using Gaussian Positional Encoding for Point Cloud Classification WACV 2025 Progressive Correspondence Regenerator for Robust 3D Registration CVPR 2025 Quantifying the Optimization and Generalization Advantages of Graph Neural Networks Over Multilayer Perceptrons AISTATS 2025 R-DTI: Drug Target Interaction Prediction Based on Second-Order Relevance Exploration AAAI 2025