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total variation

49 papers

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Also known as

TV

Co-occurring keywords

total variation regularization (21) image denoising (372) convex optimization (1321) image restoration (1517) unsupervised learning (3264) alternating direction method of multiplier (145) piecewise constant (11) variational method (45) neural network (6616) dynamic regret (94)

Papers

Density Estimation Using the Perceptron JMLR 2025
Noise2Score3D: Tweedie's Approach for Unsupervised Point Cloud Denoising ICCV 2025
Towards Squeezing-Averse Virtual Try-On via Sequential Deformation AAAI 2024
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes NIPS 2024
Assist Is Just As Important as the Goal: Image Resurfacing To Aid Model's Robust Prediction WACV 2024
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models CVPR 2024
Contrastive Moments: Unsupervised Halfspace Learning in Polynomial Time NIPS 2023
Deep Random Projector: Accelerated Deep Image Prior CVPR 2023
Learning a 1-layer conditional generative model in total variation NIPS 2023
An Homogeneous Unbalanced Regularized Optimal Transport Model with Applications to Optimal Transport with Boundary AISTATS 2023
Total Variation Graph Neural Networks ICML 2023
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond AISTATS 2022
Projected Robust PCA with Application to Smooth Image Recovery JMLR 2022
Locally Differentially-Private Randomized Response for Discrete Distribution Learning JMLR 2021
Effective Snapshot Compressive-Spectral Imaging via Deep Denoising and Total Variation Priors CVPR 2021
Inferring serial correlation with dynamic backgrounds ICML 2021
Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement ICCV 2021
Approximating a Distribution Using Weight Queries ICML 2021
Optimal Dynamic Regret in Exp-Concave Online Learning COLT 2021
Extrapolating the profile of a finite population COLT 2020
Bessel Smoothing and Multi-Distribution Property Estimation COLT 2020
Adaptive Rates for Total Variation Image Denoising JMLR 2020
Deeply Learned Spectral Total Variation Decomposition NIPS 2020
A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding NIPS 2020
Minimizing Discrete Total Curvature for Image Processing CVPR 2020