← Keywords

feature learning

1309 papers

Explore in graph

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

Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation CVPR 2022
Unsupervised Visual Representation Learning by Online Constrained K-Means CVPR 2022
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022
DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning CVPR 2022
Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge NIPS 2022
Learning with convolution and pooling operations in kernel methods NIPS 2022
FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022
Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022
On Feature Learning in the Presence of Spurious Correlations NIPS 2022
Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks AAAI 2022
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NIPS 2022
Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks NIPS 2022
Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022
Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022
Global Matching With Overlapping Attention for Optical Flow Estimation CVPR 2022
MaskTune: Mitigating Spurious Correlations by Forcing to Explore NIPS 2022
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022
High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation NIPS 2022
Learning To Estimate Robust 3D Human Mesh From In-the-Wild Crowded Scenes CVPR 2022
Multi-Task Personalized Learning with Sparse Network Lasso IJCAI 2022
MSML: Enhancing Occlusion-Robustness by Multi-Scale Segmentation-Based Mask Learning for Face Recognition AAAI 2022
A Simple Episodic Linear Probe Improves Visual Recognition in the Wild CVPR 2022
Task Discrepancy Maximization for Fine-Grained Few-Shot Classification CVPR 2022
Category-Specific Nuance Exploration Network for Fine-Grained Object Retrieval AAAI 2022
A Conservative Approach for Unbiased Learning on Unknown Biases CVPR 2022