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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

How Two-Layer Neural Networks Learn, One (Giant) Step at a Time JMLR 2024
A Unified Knowledge Transfer Network for Generalized Category Discovery AAAI 2024
Regression Residual Reasoning with Pseudo-labeled Contrastive Learning for Uncovering Multiple Complex Compositional Relations IJCAI 2024
Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024
Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles AISTATS 2024
Where Do Large Learning Rates Lead Us? NIPS 2024
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations AAAI 2024
ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning IJCAI 2024
A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024
Towards Dynamic Message Passing on Graphs NIPS 2024
Improving Adversarial Robustness via Feature Pattern Consistency Constraint IJCAI 2024
Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection CVPR 2024
Memorization With Neural Nets: Going Beyond the Worst Case JMLR 2024
A Comprehensive Augmentation Framework for Anomaly Detection AAAI 2024
Comprehensive View Embedding Learning for Single-Cell Multimodal Integration AAAI 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation CVPR 2024
Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning NIPS 2024
MatchDet: A Collaborative Framework for Image Matching and Object Detection AAAI 2024
Object-Aware Domain Generalization for Object Detection AAAI 2024
Fantastic Animals and Where to Find Them: Segment Any Marine Animal with Dual SAM CVPR 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange CVPR 2024
Single Domain Generalization for Crowd Counting CVPR 2024
PICNN: A Pathway towards Interpretable Convolutional Neural Networks AAAI 2024
Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition AAAI 2024