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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

Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation ICML 2022
The Devil Is in the Details: Window-Based Attention for Image Compression CVPR 2022
Condensing CNNs With Partial Differential Equations CVPR 2022
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ICML 2022
Data Augmentation as Feature Manipulation ICML 2022
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification COLING 2022
Encoding and Fusing Semantic Connection and Linguistic Evidence for Implicit Discourse Relation Recognition ACL 2022
Towards understanding how momentum improves generalization in deep learning ICML 2022
Long-Tailed Recognition via Weight Balancing CVPR 2022
Feature Learning and Signal Propagation in Deep Neural Networks ICML 2022
Learning Stable Classifiers by Transferring Unstable Features ICML 2022
Efficient Learning of CNNs using Patch Based Features ICML 2022
Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition INTERSPEECH 2022
Kernel similarity matching with Hebbian networks NIPS 2022
Geometry-Aware Guided Loss for Deep Crack Recognition CVPR 2022
Learning sparse features can lead to overfitting in neural networks NIPS 2022
Evolution of Neural Tangent Kernels under Benign and Adversarial Training NIPS 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
Feature Learning in $L_2$-regularized DNNs: Attraction/Repulsion and Sparsity NIPS 2022
Task Discrepancy Maximization for Fine-Grained Few-Shot Classification CVPR 2022
Failure Modes of Domain Generalization Algorithms CVPR 2022