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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

High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation NIPS 2022
DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning CVPR 2022
Task Discrepancy Maximization for Fine-Grained Few-Shot Classification CVPR 2022
LieGG: Studying Learned Lie Group Generators NIPS 2022
Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022
The Devil Is in the Details: Window-Based Attention for Image Compression CVPR 2022
Condensing CNNs With Partial Differential Equations CVPR 2022
Geometry-Aware Guided Loss for Deep Crack Recognition CVPR 2022
Explaining Translationese: why are Neural Classifiers Better and what do they Learn? EMNLP 2022
Evolution of Neural Tangent Kernels under Benign and Adversarial Training NIPS 2022
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering NIPS 2022
Efficient Learning of CNNs using Patch Based Features ICML 2022
Can we Generalize and Distribute Private Representation Learning? AISTATS 2022
On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data AISTATS 2022
Contrasting the landscape of contrastive and non-contrastive learning AISTATS 2022
Unsupervised Hierarchical Semantic Segmentation With Multiview Cosegmentation and Clustering Transformers CVPR 2022
Long-Tailed Recognition via Weight Balancing CVPR 2022
Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022
Towards Robust Adaptive Object Detection Under Noisy Annotations CVPR 2022
Feature Learning and Signal Propagation in Deep Neural Networks ICML 2022
Learning Stable Classifiers by Transferring Unstable Features ICML 2022
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ICML 2022
Encoding and Fusing Semantic Connection and Linguistic Evidence for Implicit Discourse Relation Recognition ACL 2022
Depth and Feature Learning are Provably Beneficial for Neural Network Discriminators COLT 2022
Multirate Training of Neural Networks ICML 2022