feature learning

Three Mechanisms of Feature Learning in a Linear Network ICLR 2025 Towards an AI Course Based on Neural Networks AAAI 2025 Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025 Tracking Universal Features Through Fine-Tuning and Model Merging NAACL 2025 Transformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow ICLR 2025 Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification AAAI 2025 Understanding the Forgetting of (Replay-based) Continual Learning via Feature Learning: Angle Matters ICML 2025 You Shall Know a Word’s Difficulty by the Family It Keeps: Word Family Features in Personalised Word Difficulty Classifiers for L2 Spanish ACL 2025 A Comprehensive Augmentation Framework for Anomaly Detection AAAI 2024 A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024 Adapting transformer models to morphological tagging of two highly inflectional languages: a case study on Ancient Greek and Latin ACL 2024 AdaShift: Learning Discriminative Self-Gated Neural Feature Activation With an Adaptive Shift Factor CVPR 2024 Affine Equivariant Networks Based on Differential Invariants CVPR 2024 A Joint Noise Disentanglement and Adversarial Training Framework for Robust Speaker Verification Interspeech 2024 AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation CVPR 2024 A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations NeurIPS 2024 A Unified Knowledge Transfer Network for Generalized Category Discovery AAAI 2024 Average gradient outer product as a mechanism for deep neural collapse NeurIPS 2024 Benign Oscillation of Stochastic Gradient Descent with Large Learning Rate ICLR 2024 Benign Overfitting and Grokking in ReLU Networks for XOR Cluster Data ICLR 2024 Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024 Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects NeurIPS 2024 Bilateral Event Mining and Complementary for Event Stream Super-Resolution CVPR 2024 Can We Evaluate Domain Adaptation Models Without Target-Domain Labels? ICLR 2024 Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection CVPR 2024