Feature Learning

DF^2-VB: Dual-level Fuzzy Fusion with View-specific Boosting for Multi-view Multi-label Classification CVPR 2026 Domain-Skewed Federated Learning with Feature Decoupling and Calibration CVPR 2026 EV-CGNet: Co-visible Focused 3D-guided 2D Event Keypoint Detection Network CVPR 2026 Learning Representations from Perturbation: A Novel Matrix-View Weighting Framework for Naive Bayes UAI 2026 Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data ACL 2026 MHopReg: Efficient Hierarchical Multi-Hop Graph Search for Point Cloud Registration CVPR 2026 Shallow Neural Networks Learn Low-Degree Spherical Polynomials with Feature Learning by Learnable Channel Attention ALT 2026 TopoRec: Point Cloud Recognition Using Topological Data Analysis WACV 2026 3D Student Splatting and Scooping CVPR 2025 A Centrality-based Graph Learning Framework IJCAI 2025 Addressing Representation Collapse in Vector Quantized Models with One Linear Layer ICCV 2025 Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging CVPR 2025 Adversarial Robust Memory-Based Continual Learner ICCV 2025 A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention ICCV 2025 AIM: Amending Inherent Interpretability via Self-Supervised Masking ICCV 2025 A Random Matrix Theory Perspective on the Spectrum of Learned Features and Asymptotic Generalization Capabilities AISTATS 2025 A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025 Background Invariance Testing According to Semantic Proximity ICCV 2025 Balancing Conservatism and Aggressiveness: Prototype-Affinity Hybrid Network for Few-Shot Segmentation ICCV 2025 BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025 Bridging the Sky and Ground: Towards View-Invariant Feature Learning for Aerial-Ground Person Re-Identification ICCV 2025 ConstStyle: Robust Domain Generalization with Unified Style Transformation ICCV 2025 Covariance-Based Space Regularization for Few-Shot Class Incremental Learning WACV 2025 DAPI: Domain Adaptive Toxicity Probe Vector Intervention, for Fine-Grained Detoxification ACL 2025 DeepFeatIoT: Unifying Deep Learned, Randomized, and LLM Features for Enhanced IoT Time Series Sensor Data Classification in Smart Industries IJCAI 2025