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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

Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity NIPS 2023
Adaptation Augmented Model-based Policy Optimization JMLR 2023
ProtoSeg: Interpretable Semantic Segmentation With Prototypical Parts WACV 2023
Enhancing Language Representation with Constructional Information for Natural Language Understanding ACL 2023
One-to-Few Label Assignment for End-to-End Dense Detection CVPR 2023
Adaptive and Background-Aware Vision Transformer for Real-Time UAV Tracking ICCV 2023
Learning Optimal Features via Partial Invariance AAAI 2023
MRI Imputation Based on Fused Index- and Intensity-Registration WACV 2023
Feature learning via mean-field Langevin dynamics: classifying sparse parities and beyond NIPS 2023
Learning Clothing and Pose Invariant 3D Shape Representation for Long-Term Person Re-Identification ICCV 2023
Learning Topology-Specific Experts for Molecular Property Prediction AAAI 2023
Perturbation Analysis of Neural Collapse ICML 2023
Out-of-Domain Robustness via Targeted Augmentations ICML 2023
Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ACL 2023
When Online Learning Meets ODE: Learning without Forgetting on Variable Feature Space AAAI 2023
Provable Pathways: Learning Multiple Tasks over Multiple Paths AAAI 2023
Positional Label for Self-Supervised Vision Transformer AAAI 2023
Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning ICML 2023
Global optimality of Elman-type RNNs in the mean-field regime ICML 2023
Simplicity Bias in 1-Hidden Layer Neural Networks NIPS 2023
The Benefits of Mixup for Feature Learning ICML 2023
Contrastive Multi-Task Dense Prediction AAAI 2023
Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation ICML 2023
Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data ICML 2023
User-Controllable Arbitrary Style Transfer via Entropy Regularization AAAI 2023