conftrace_

transformation invariance

20 papers

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Co-occurring keywords

representation learning (6206) unsupervised learning (3264) convolutional neural network (4226) feature embedding (312) feature extraction (1580) feature learning (1311) support vector machine (978) group convolution (32) kernel methods (1097) deep clustering (70)

Papers

Transformation-Invariant Learning and Theoretical Guarantees for OOD Generalization NIPS 2024
Semantic-Aware Transformation-Invariant RoI Align AAAI 2024
Few-Shot Shape Recognition by Learning Deep Shape-Aware Features WACV 2024
PointClustering: Unsupervised Point Cloud Pre-Training Using Transformation Invariance in Clustering CVPR 2023
Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales NIPS 2022
Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations CVPR 2022
A Theory of PAC Learnability under Transformation Invariances NIPS 2022
Unsupervised Motion Representation Learning with Capsule Autoencoders NIPS 2021
Transformation Invariant Few-Shot Object Detection CVPR 2021
On Compositions of Transformations in Contrastive Self-Supervised Learning ICCV 2021
Deep Transformation-Invariant Clustering NIPS 2020
GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs NIPS 2019
Equivariant Transformer Networks ICML 2019
Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018
Quad-Networks: Unsupervised Learning to Rank for Interest Point Detection CVPR 2017
TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR 2016
Learning Local Invariant Mahalanobis Distances ICML 2015
Gated Autoencoders with Tied Input Weights ICML 2013
Learning invariant representations and applications to face verification NIPS 2013
Learning with Transformation Invariant Kernels NIPS 2007