conftrace_

feature space

219 papers

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Co-occurring keywords

representation learning (6206) feature learning (1311) domain adaptation (4595) neural network (6616) convolutional neural network (4226) contrastive learning (4032) kernel methods (1097) transfer learning (5449) out-of-distribution detection (617) semantic segmentation (3186)

Papers

Towards Understanding the Regularization of Adversarial Robustness on Neural Networks ICML 2020
Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring NIPS 2020
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization NIPS 2020
Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation CVPR 2020
LTF: A Label Transformation Framework for Correcting Label Shift ICML 2020
Transfer Value Iteration Networks AAAI 2020
Mining on Heterogeneous Manifolds for Zero-Shot Cross-Modal Image Retrieval AAAI 2020
Learning with Feature and Distribution Evolvable Streams ICML 2020
Neural Kernels Without Tangents ICML 2020
Domain Balancing: Face Recognition on Long-Tailed Domains CVPR 2020
Discriminative Feature Transformation for Occluded Pedestrian Detection ICCV 2019
Implicit Semantic Data Augmentation for Deep Networks NIPS 2019
Inter-Class Angular Loss for Convolutional Neural Networks AAAI 2019
Multi-Dimensional Classification via kNN Feature Augmentation AAAI 2019
Aligning Domain-Specific Distribution and Classifier for Cross-Domain Classification from Multiple Sources AAAI 2019
Solving Interpretable Kernel Dimensionality Reduction NIPS 2019
Task-Driven Common Representation Learning via Bridge Neural Network AAAI 2019
Online Learning from Data Streams with Varying Feature Spaces AAAI 2019
Curvilinear Distance Metric Learning NIPS 2019
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks ICCV 2019
General E(2)-Equivariant Steerable CNNs NIPS 2019
Few-Shot Learning via Saliency-Guided Hallucination of Samples CVPR 2019
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification EMNLP 2019
Online High Rank Matrix Completion CVPR 2019
Transferable Clean-Label Poisoning Attacks on Deep Neural Nets ICML 2019