conftrace_

image transformation

42 papers

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Co-occurring keywords

convolutional neural network (4226) data augmentation (3052) image generation (2073) feature extraction (1580) representation learning (6206) neural network (6616) image editing (431) image reconstruction (671) self-supervised learning (3777) object detection (2762)

Papers

How Much Deep Learning does Neural Style Transfer Really Need? An Ablation Study WACV 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space ICML 2020
Certified Defense to Image Transformations via Randomized Smoothing NIPS 2020
Why do deep convolutional networks generalize so poorly to small image transformations? JMLR 2019
Towards a Method of Dynamic Vocal Tract Shapes Generation by Combining Static 3D and Dynamic 2D MRI Speech Data INTERSPEECH 2019
Addressing Model Vulnerability to Distributional Shifts Over Image Transformation Sets ICCV 2019
Global Versus Localized Generative Adversarial Nets CVPR 2018
Deep Diffeomorphic Transformer Networks CVPR 2018
Learning Discriminative and Transformation Covariant Local Feature Detectors CVPR 2017
Deep Photo Style Transfer CVPR 2017
Deep Feature Interpolation for Image Content Changes CVPR 2017
Unsupervised Transformation Learning via Convex Relaxations NIPS 2017
Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation AISTATS 2016
Deep Visual Analogy-Making NIPS 2015
Fast Training of Pose Detectors in the Fourier Domain NIPS 2014
Measuring Invariances in Deep Networks NIPS 2009
Learning transport operators for image manifolds NIPS 2009