v1v2 (latest)

Efficient Visual Pretraining with Contrastive Detection

IEEE International Conference on Computer Vision (ICCV), 2021

19 March 2021

Olivier J. Hénaff

Skanda Koppula

Jean-Baptiste Alayrac

Papers citing "Efficient Visual Pretraining with Contrastive Detection"

33 / 133 papers shown

Title
Multi-scale and Cross-scale Contrastive Learning for Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 228 19 0 25 Mar 2022
CP2: Copy-Paste Contrastive Pretraining for Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Feng Wang Huiyu Wang Chen Wei Alan Yuille Wei Shen SSL VLM 232 37 0 22 Mar 2022
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal DistillationEuropean Conference on Computer Vision (ECCV), 2022 Antonín Vobecký David Hurych Oriane Siméoni Spyros Gidaris Andrei Bursuc Patrick Pérez Josef Sivic 3DPC 229 28 0 21 Mar 2022
Dense Siamese Network for Dense Unsupervised LearningEuropean Conference on Computer Vision (ECCV), 2022 Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy 144 16 0 21 Mar 2022
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Renhao Wang Hang Zhao Yang Gao SSL 201 1 0 17 Mar 2022
DATA: Domain-Aware and Task-Aware Self-supervised LearningComputer Vision and Pattern Recognition (CVPR), 2022 Qing Chang Junran Peng Lingxi Xie Jiajun Sun Hao Yin Qi Tian Zhaoxiang Zhang 199 8 0 17 Mar 2022
Object discovery and representation networksEuropean Conference on Computer Vision (ECCV), 2022 Olivier J. Hénaff Skanda Koppula Evan Shelhamer Daniel Zoran Andrew Jaegle Andrew Zisserman João Carreira Relja Arandjelović 364 95 0 16 Mar 2022
FreeSOLO: Learning to Segment Objects without AnnotationsComputer Vision and Pattern Recognition (CVPR), 2022 Xinlong Wang Zhiding Yu Shalini De Mello Jan Kautz Anima Anandkumar Chunhua Shen J. Álvarez ISeg SSeg 308 133 0 24 Feb 2022
ChimeraMix: Image Classification on Small Datasets via Masked Feature MixingInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Christoph Reinders Frederik Schubert Bodo Rosenhahn 167 7 0 23 Feb 2022
Point-Level Region Contrast for Object Detection Pre-TrainingComputer Vision and Pattern Recognition (CVPR), 2022 Yutong Bai Xinlei Chen Alexander Kirillov Alan Yuille Alexander C. Berg 3DPC 186 54 0 09 Feb 2022
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet? Nenad Tomašev Ioana Bica Brian McWilliams Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL 321 91 0 13 Jan 2022
Sound and Visual Representation Learning with Multiple Pretraining TasksComputer Vision and Pattern Recognition (CVPR), 2022 A. Vasudevan Dengxin Dai Luc Van Gool SSL 190 7 0 04 Jan 2022
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 178 173 0 17 Dec 2021
RegionCLIP: Region-based Language-Image Pretraining Yiwu Zhong Jianwei Yang Pengchuan Zhang Chunyuan Li Noel Codella ... Luowei Zhou Xiyang Dai Lu Yuan Yin Li Jianfeng Gao VLM CLIP 299 747 0 16 Dec 2021
Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision Liangzhe Yuan Rui Qian Huayu Chen Boqing Gong Florian Schroff Ming-Hsuan Yang Hartwig Adam Ting Liu AI4TS 197 17 0 09 Dec 2021
CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation Lu Qi Jason Kuen Zhe Lin Jiuxiang Gu Fengyun Rao Dian Li Weidong Guo Zhen Wen Ming-Hsuan Yang Jiaya Jia 208 13 0 09 Dec 2021
Auxiliary Learning for Self-Supervised Video Representation via Similarity-based Knowledge Distillation Amirhossein Dadashzadeh Alan Whone Majid Mirmehdi SSL 286 5 0 07 Dec 2021
PreViTS: Contrastive Pretraining with Video Tracking Supervision Brian Chen Ramprasaath R. Selvaraju Shih-Fu Chang Juan Carlos Niebles Nikhil Naik ViT 213 3 0 01 Dec 2021
Object-Aware Cropping for Self-Supervised Learning Shlok Kumar Mishra Anshul B. Shah Ankan Bansal Abhyuday N. Jagannatha Janit Anjaria Abhishek Sharma David Jacobs Dilip Krishnan SSL 345 26 0 01 Dec 2021
Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning Chenhongyi Yang Lichao Huang Elliot J. Crowley SSL VLM 168 6 0 26 Nov 2021
ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment Robin Karlsson Tomoki Hayashi Keisuke Fujii Alexander Carballo Kento Ohtani K. Takeda SSL 250 5 0 24 Nov 2021
Unsupervised Part Discovery from Contrastive ReconstructionNeural Information Processing Systems (NeurIPS), 2021 Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL SSL 397 71 0 11 Nov 2021
A Survey of Self-Supervised and Few-Shot Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Gabriel Huang I. Laradji David Vazquez Damien Scieur Pau Rodríguez López ObjD 223 102 0 27 Oct 2021
Unsupervised Object-Level Representation Learning from Scene ImagesNeural Information Processing Systems (NeurIPS), 2021 Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL OCL 197 82 0 22 Jun 2021
Self-Supervised Learning with Kernel Dependence Maximization Yazhe Li Roman Pogodin Danica J. Sutherland Arthur Gretton SSL 179 97 0 15 Jun 2021
Revisiting Contrastive Methods for Unsupervised Learning of Visual RepresentationsNeural Information Processing Systems (NeurIPS), 2021 Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Luc Van Gool SSL 278 73 0 10 Jun 2021
DETReg: Unsupervised Pretraining with Region Priors for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021 Amir Bar Xin Wang Vadim Kantorov Colorado Reed Roei Herzig Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 393 132 0 08 Jun 2021
Aligning Pretraining for Detection via Object-Level Contrastive LearningNeural Information Processing Systems (NeurIPS), 2021 Fangyun Wei Yue Gao Zhirong Wu Han Hu Stephen Lin ObjD 200 163 0 04 Jun 2021
Divide and Contrast: Self-supervised Learning from Uncurated DataIEEE International Conference on Computer Vision (ICCV), 2021 Yonglong Tian Olivier J. Hénaff Aaron van den Oord SSL 284 110 0 17 May 2021
When Does Contrastive Visual Representation Learning Work?Computer Vision and Pattern Recognition (CVPR), 2021 Elijah Cole Xuan S. Yang Kimberly Wilber Oisin Mac Aodha Serge Belongie SSL 314 135 0 12 May 2021
Self-Supervised Learning with Swin Transformers Zhenda Xie Yutong Lin Zhuliang Yao Zheng Zhang Jingdong Sun Yue Cao Han Hu ViT 251 203 0 10 May 2021
Delving into Inter-Image Invariance for Unsupervised Visual RepresentationsInternational Journal of Computer Vision (IJCV), 2020 Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL VLM 191 61 0 26 Aug 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 1.2K 4,625 0 17 Jun 2020