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 / 73 papers shown

Title
Human Aligned Compression for Robust Models Samuel Räber Andreas Plesner Till Aczél Roger Wattenhofer AAML 39 0 0 16 Apr 2025
From Broadcast to Minimap: Achieving State-of-the-Art SoccerNet Game State Reconstruction V. Golovkin Nikolay Nemtsev Vasyl Shandyba Oleg Udin Nikita Kasatkin Pavel Kononov Anton Afanasiev Sergey Ulasen Andrei Boiarov 31 0 0 08 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 23 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 31 0 0 05 Oct 2024
ConDL: Detector-Free Dense Image Matching Monika Kwiatkowski Simon Matern Olaf Hellwich 3DV 57 0 0 05 Aug 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 47 4 0 02 Apr 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously Yihan Wang Yifan Zhu Xiao-Shan Gao AAML 33 6 0 06 Feb 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 38 6 0 30 Oct 2023
Adversarial Image Generation by Spatial Transformation in Perceptual Colorspaces A. Aydin A. Temi̇zel 43 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 36 0 0 10 Oct 2023
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples Shinýa Yamaguchi 41 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 23 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 23 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 26 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 23 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 33 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 31 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 30 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
A Large Scale Homography Benchmark Dániel Baráth Dmytro Mishkin Michal Polic W. Förstner Juan E. Sala Matas 34 9 0 20 Feb 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 66 610 0 08 Feb 2023
Unsupervised Volumetric Animation Aliaksandr Siarohin Willi Menapace Ivan Skorokhodov Kyle Olszewski Jian Ren Hsin-Ying Lee Menglei Chai Sergey Tulyakov 50 20 0 26 Jan 2023
REAP: A Large-Scale Realistic Adversarial Patch Benchmark Nabeel Hingun Chawin Sitawarin Jerry Li David Wagner AAML 31 14 0 12 Dec 2022
Dynamic Test-Time Augmentation via Differentiable Functions Shohei Enomoto Monikka Roslianna Busto Takeharu Eda OOD 43 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 Wang 29 56 0 21 Nov 2022
VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models Ajay Jain Amber Xie Pieter Abbeel DiffM 38 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 25 129 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 44 62 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 48 482 0 04 Nov 2022
Data Models for Dataset Drift Controls in Machine Learning With Optical Images Luis Oala Marco Aversa Gabriel Nobis Kurt Willis Yoan Neuenschwander ... E. Pomarico Wojciech Samek Roderick Murray-Smith Christoph Clausen B. Sanguinetti 28 5 0 04 Nov 2022
Dataset Distillation via Factorization Songhua Liu Kai Wang Xingyi Yang Jingwen Ye Xinchao Wang DD 129 141 0 30 Oct 2022
Virtual Underwater Datasets for Autonomous Inspections Ioannis Polymenis M. Haroutunian R. Norman D. Trodden 19 7 0 13 Sep 2022
SimpleRecon: 3D Reconstruction Without 3D Convolutions Mohamed Sayed J. Gibson Jamie Watson V. Prisacariu Michael Firman Clément Godard 3DV 30 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 29 11 0 11 Jul 2022
DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning Ukcheol Shin Kyunghyun Lee In So Kweon VLM 3DV 35 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 32 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 74 369 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 34 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
MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images A. Diaz-Pinto Sachidanand Alle V. Nath Yucheng Tang Alvin Ihsani ... Daguang Xu Prerna Dogra Sebastien Ourselin Andrew Feng M. Jorge Cardoso 24 71 0 23 Mar 2022
Dataset Distillation by Matching Training Trajectories George Cazenavette Tongzhou Wang Antonio Torralba Alexei A. Efros Jun-Yan Zhu FedML DD 78 363 0 22 Mar 2022
Deep invariant networks with differentiable augmentation layers Cédric Rommel Thomas Moreau Alexandre Gramfort OOD 27 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 89 92 0 01 Feb 2022
Deep Hash Distillation for Image Retrieval Young Kyun Jang Geonmo Gu ByungSoo Ko Isaac Kang N. Cho 21 34 0 16 Dec 2021