Kornia: an Open Source Differentiable Computer Vision Library for PyTorch

5 October 2019

Papers citing "Kornia: an Open Source Differentiable Computer Vision Library for PyTorch"

50 / 65 papers shown

Title
Human Aligned Compression for Robust Models Samuel Räber Andreas Plesner Till Aczél Roger Wattenhofer AAML 35 0 0 16 Apr 2025
Regressor-Guided Image Editing Regulates Emotional Response to Reduce Online Engagement Christoph Gebhardt Robin Willardt Seyedmorteza Sadat Chih-Wei Ning Andreas Brombach Jie Song Otmar Hilliges Christian Holz 65 0 0 21 Jan 2025
On Representation of 3D Rotation in the Context of Deep Learning Viktória Pravdová Lukás Gajdosech Hassan Ali Viktor Kocur 3DPC 3DH 18 0 0 14 Oct 2024
Test-Time Adaptation for Keypoint-Based Spacecraft Pose Estimation Based on Predicted-View Synthesis Juan Ignacio Bravo Pérez-Villar Álvaro García-Martín Jesús Bescós Juan C. Sanmiguel TTA 24 0 0 05 Oct 2024
ConDL: Detector-Free Dense Image Matching Monika Kwiatkowski Simon Matern Olaf Hellwich 3DV 52 0 0 05 Aug 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 41 4 0 02 Apr 2024
A Perceptual Shape Loss for Monocular 3D Face Reconstruction Christopher Otto Prashanth Chandran Gaspard Zoss Markus Gross Paulo F. U. Gotardo Derek Bradley 3DH CVBM 28 6 0 30 Oct 2023
Adversarial Image Generation by Spatial Transformation in Perceptual Colorspaces A. Aydin A. Temi̇zel 41 4 0 21 Oct 2023
Energy-Efficient Visual Search by Eye Movement and Low-Latency Spiking Neural Network Yunhui Zhou Dongqi Han Yuguo Yu 3DH 31 0 0 10 Oct 2023
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples Shinýa Yamaguchi 35 2 0 28 Sep 2023
Diffusion-based Holistic Texture Rectification and Synthesis Guoqing Hao S. Iizuka Kensho Hara E. Simo-Serra Hirokatsu Kataoka Kazuhiro Fukui DiffM 17 5 0 26 Sep 2023
Limited-Angle Tomography Reconstruction via Deep End-To-End Learning on Synthetic Data Thomas Germer Jan Robine S. Konietzny Stefan Harmeling Tobias Uelwer MedIm 18 5 0 13 Sep 2023
Deep Video Codec Control for Vision Models Christoph Reich Biplob K. Debnath Deep Patel Tim Prangemeier Daniel Cremers S. Chakradhar 23 1 0 30 Aug 2023
Rethinking Data Distillation: Do Not Overlook Calibration Dongyao Zhu Bowen Lei Jie M. Zhang Yanbo Fang Ruqi Zhang Yiqun Xie Dongkuan Xu DD FedML 18 15 0 24 Jul 2023
A2B: Anchor to Barycentric Coordinate for Robust Correspondence Weiyue Zhao Hao Lu Zhiguo Cao Xin Li 24 4 0 05 Jun 2023
SIDAR: Synthetic Image Dataset for Alignment & Restoration Monika Kwiatkowski Simon Matern Olaf Hellwich 28 3 0 19 May 2023
How Will It Drape Like? Capturing Fabric Mechanics from Depth Images Carlos Rodriguez-Pardo Melania Prieto-Martin Dan Casas Elena Garces 28 12 0 13 Apr 2023
Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection Anurag Ghosh Dinesh Reddy Narapureddy Christoph Mertz S. Narasimhan 28 4 0 25 Mar 2023
LFM-3D: Learnable Feature Matching Across Wide Baselines Using 3D Signals Arjun Karpur Guilherme Perrotta Ricardo Martín Brualla Howard Zhou A. Araújo 3DV 21 4 0 22 Mar 2023
Self-Supervised Learning for Place Representation Generalization across Appearance Changes M. A. Musallam Vincent Gaudillière Djamila Aouada SSL 40 2 0 04 Mar 2023
Nerfstudio: A Modular Framework for Neural Radiance Field Development Matthew Tancik Ethan Weber Evonne Ng Ruilong Li Brent Yi ... Jake Austin Kamyar Salahi Abhik Ahuja David McAllister Angjoo Kanazawa 39 608 0 08 Feb 2023
Unsupervised Volumetric Animation Aliaksandr Siarohin Willi Menapace Ivan Skorokhodov Kyle Olszewski Jian Ren Hsin-Ying Lee Menglei Chai Sergey Tulyakov 42 20 0 26 Jan 2023
REAP: A Large-Scale Realistic Adversarial Patch Benchmark Nabeel Hingun Chawin Sitawarin Jerry Li David A. Wagner AAML 29 14 0 12 Dec 2022
Dynamic Test-Time Augmentation via Differentiable Functions Shohei Enomoto Monikka Roslianna Busto Takeharu Eda OOD 35 5 0 09 Dec 2022
Structural Knowledge Distillation for Object Detection Philip de Rijk Lukas Schneider Marius Cordts D. Gavrila 27 24 0 23 Nov 2022
Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields Yue Chen Xingyu Chen Xuan Wang Qi Zhang Yu-Xiao Guo Ying Shan Fei-Yue Wang 24 56 0 21 Nov 2022
VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models Ajay Jain Amber Xie Pieter Abbeel DiffM 27 89 0 21 Nov 2022
Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory Justin Cui Ruochen Wang Si Si Cho-Jui Hsieh DD 20 129 0 19 Nov 2022
Internal Representations of Vision Models Through the Lens of Frames on Data Manifolds Henry Kvinge Grayson Jorgenson Davis Brown Charles Godfrey Tegan H. Emerson 52 2 0 19 Nov 2022
Equivariance with Learned Canonicalization Functions Sekouba Kaba Arnab Kumar Mondal Yan Zhang Yoshua Bengio Siamak Ravanbakhsh 38 61 0 11 Nov 2022
MONAI: An open-source framework for deep learning in healthcare M. Jorge Cardoso Wenqi Li Richard Brown Nic Ma E. Kerfoot ... Klaus H. Maier-Hein S. Aylward Prerna Dogra Sebastien Ourselin Andrew Feng 46 481 0 04 Nov 2022
Dataset Distillation via Factorization Songhua Liu Kai Wang Xingyi Yang Jingwen Ye Xinchao Wang DD 126 141 0 30 Oct 2022
Virtual Underwater Datasets for Autonomous Inspections Ioannis Polymenis M. Haroutunian R. Norman D. Trodden 17 6 0 13 Sep 2022
SimpleRecon: 3D Reconstruction Without 3D Convolutions Mohamed Sayed J. Gibson Jamie Watson V. Prisacariu Michael Firman Clément Godard 3DV 25 87 0 31 Aug 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture N. Zioulis G. Albanis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras 26 11 0 11 Jul 2022
DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning Ukcheol Shin Kyunghyun Lee In So Kweon VLM 3DV 30 2 0 07 Jul 2022
Image Augmentation Based Momentum Memory Intrinsic Reward for Sparse Reward Visual Scenes Zheng Fang Biao Zhao Guizhong Liu 16 2 0 19 May 2022
Self-Supervised Equivariant Learning for Oriented Keypoint Detection Jongmin Lee Byung-soo Kim Minsu Cho 3DPC 24 35 0 19 Apr 2022
VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance Katherine Crowson Stella Biderman Daniel Kornis Dashiell Stander Eric Hallahan Louis Castricato Edward Raff CLIP 71 367 0 18 Apr 2022
Influence of Color Spaces for Deep Learning Image Colorization C. Ballester Aurélie Bugeau Hernan Carrillo Michael Clement Rémi Giraud Lara Raad Patricia Vitoria 32 8 0 06 Apr 2022
ObjectMix: Data Augmentation by Copy-Pasting Objects in Videos for Action Recognition Jun Kimata Tomoya Nitta Toru Tamaki 29 10 0 01 Apr 2022
Dataset Distillation by Matching Training Trajectories George Cazenavette Tongzhou Wang Antonio Torralba Alexei A. Efros Jun-Yan Zhu FedML DD 55 363 0 22 Mar 2022
Deep invariant networks with differentiable augmentation layers Cédric Rommel Thomas Moreau Alexandre Gramfort OOD 22 8 0 04 Feb 2022
Fishing for User Data in Large-Batch Federated Learning via Gradient Magnification Yuxin Wen Jonas Geiping Liam H. Fowl Micah Goldblum Tom Goldstein FedML 81 92 0 01 Feb 2022
Deep Hash Distillation for Image Retrieval Young Kyun Jang Geonmo Gu ByungSoo Ko Isaac Kang N. Cho 19 34 0 16 Dec 2021
Point detection through multi-instance deep heatmap regression for sutures in endoscopy Lalith Sharan Gabriele Romano Julian Brand Halvar Kelm M. Karck R. de Simone Sandy Engelhardt 22 10 0 16 Nov 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 19 32 0 28 Oct 2021
Motion-aware Contrastive Video Representation Learning via Foreground-background Merging Shuangrui Ding Maomao Li Tianyu Yang Rui Qian Haohang Xu Qingyi Chen Jue Wang Hongkai Xiong SSL 23 49 0 30 Sep 2021
HarrisZ $^+$ : Harris Corner Selection for Next-Gen Image Matching Pipelines F. Bellavia Dmytro Mishkin 3DV 25 21 0 27 Sep 2021
CC-Cert: A Probabilistic Approach to Certify General Robustness of Neural Networks Mikhail Aleksandrovich Pautov Nurislam Tursynbek Marina Munkhoeva Nikita Muravev Aleksandr Petiushko Ivan V. Oseledets AAML 44 15 0 22 Sep 2021