feature learning

1309 papers

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Co-occurring keywords

representation learning (6174) convolutional neural network (4216) neural network (6616) image classification (1943) unsupervised learning (3255) domain adaptation (4578) object detection (2759) transfer learning (5442) self-supervised learning (3751) deep learning (2111)

Papers

Improving Sparse Decomposition of Language Model Activations with Gated Sparse Autoencoders NIPS 2024

FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image Segmentation WACV 2024

Increasing Biases Can Be More Efficient Than Increasing Weights WACV 2024

How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks NIPS 2024

Disentangled Pre-Training for Image Matting WACV 2024

Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024

Neural Collapse To Multiple Centers For Imbalanced Data NIPS 2024

Interpretable Mesomorphic Networks for Tabular Data NIPS 2024

A Comprehensive Augmentation Framework for Anomaly Detection AAAI 2024

Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations AAAI 2024

Research of Event Reconstruct Based on Multi-View Contrastive Learning (Student Abstract) AAAI 2024

Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification AAAI 2024

Multi-Modal Disordered Representation Learning Network for Description-Based Person Search AAAI 2024

The Feature Speed Formula: a flexible approach to scale hyper-parameters of deep neural networks NIPS 2024

Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method NIPS 2024

A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024

Comprehensive View Embedding Learning for Single-Cell Multimodal Integration AAAI 2024

Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm AAAI 2024

Online Conversion Rate Prediction via Multi-Interval Screening and Synthesizing under Delayed Feedback AAAI 2024

RMFER: Semi-Supervised Contrastive Learning for Facial Expression Recognition With Reaction Mashup Video WACV 2024

Neural Feature Learning in Function Space JMLR 2024

Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition AAAI 2024

Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection CVPR 2024

Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity NIPS 2024

Studying the Interplay between Information Loss and Operation Loss in Representations for Classification JMLR 2024