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"

50 / 133 papers shown

Title
FLSL: Feature-level Self-supervised LearningNeural Information Processing Systems (NeurIPS), 2023 Qing Su Anton Netchaev Hai Helen Li Shihao Ji 287 9 0 09 Jun 2023
R-MAE: Regions Meet Masked AutoencodersInternational Conference on Learning Representations (ICLR), 2023 Duy-Kien Nguyen Vaibhav Aggarwal Yanghao Li Martin R. Oswald Alexander Kirillov Cees G. M. Snoek Xinlei Chen TPM 264 16 0 08 Jun 2023
Coarse Is Better? A New Pipeline Towards Self-Supervised Learning with Uncurated ImagesPattern Recognition (Pattern Recogn.), 2023 Ke Zhu Yin He Jianxin Wu 218 7 0 07 Jun 2023
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level ConsistencyInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Yike Yuan Xinghe Fu Yunlong Yu Xi Li MDE 157 7 0 06 Jun 2023
Towards In-context Scene UnderstandingNeural Information Processing Systems (NeurIPS), 2023 Ivana Balazevic David Steiner Nikhil Parthasarathy Relja Arandjelović Olivier J. Hénaff 216 45 0 02 Jun 2023
Masked Autoencoder for Unsupervised Video Summarization Minho Shim Taeoh Kim Jinhyung Kim Dongyoon Wee 133 3 0 02 Jun 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation ModelsNeural Information Processing Systems (NeurIPS), 2023 Zhimin Chen Longlong Jing Yingwei Li Bing Li 303 47 0 15 May 2023
Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2023 Dahun Kim A. Angelova Weicheng Kuo ObjD ViT VLM 380 107 0 11 May 2023
Contrastive Mean Teacher for Domain Adaptive Object DetectorsComputer Vision and Pattern Recognition (CVPR), 2023 Shengcao Cao D. Joshi Liangyan Gui Yu-Xiong Wang ObjD 273 109 0 04 May 2023
Boosting Video Object Segmentation via Space-time Correspondence LearningComputer Vision and Pattern Recognition (CVPR), 2023 Yurong Zhang Liulei Li Wenguan Wang Rong Xie Li Song Wenjun Zhang VOS 219 43 0 13 Apr 2023
Three Recipes for Better 3D Pseudo-GTs of 3D Human Mesh Estimation in the Wild Gyeongsik Moon Hongsuk Choi Sanghyuk Chun Jiyoung Lee Sangdoo Yun 176 8 0 10 Apr 2023
Multi-Level Contrastive Learning for Dense Prediction Task Qiushan Guo Yizhou Yu Yi Jiang Jiannan Wu Zehuan Yuan Ping Luo SSL 271 2 0 04 Apr 2023
Siamese DETRComputer Vision and Pattern Recognition (CVPR), 2023 Ze-Sen Chen Gengshi Huang Wei Li Jianing Teng Kun Wang Jing Shao Chen Change Loy Lu Sheng ViT 135 11 0 31 Mar 2023
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural FieldsIEEE Robotics and Automation Letters (RA-L), 2023 Julia Hindel Nikhil Gosala Kevin Bregler Abhinav Valada 217 10 0 31 Mar 2023
De-coupling and De-positioning Dense Self-supervised Learning Congpei Qiu Tong Zhang Wei Ke Mathieu Salzmann Sabine Süsstrunk 170 3 0 29 Mar 2023
Adaptive Similarity Bootstrapping for Self-Distillation based Representation LearningIEEE International Conference on Computer Vision (ICCV), 2023 Tim Lebailly Thomas Stegmüller Behzad Bozorgtabar Jean-Philippe Thiran Tinne Tuytelaars SSL 178 3 0 23 Mar 2023
CrOC: Cross-View Online Clustering for Dense Visual Representation LearningComputer Vision and Pattern Recognition (CVPR), 2023 Thomas Stegmüller Tim Lebailly Behzad Bozorgtabar Tinne Tuytelaars Jean-Philippe Thiran 201 22 0 23 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-TrainingComputer Vision and Pattern Recognition (CVPR), 2023 Wei Li Jiahao Xie Chen Change Loy SSL 273 17 0 22 Mar 2023
SeqCo-DETR: Sequence Consistency Training for Self-Supervised Object Detection with TransformersBritish Machine Vision Conference (BMVC), 2023 Guoqiang Jin Fan Yang Mingshan Sun R. Zhao Yakun Liu Wei Li Tianpeng Bao Liwei Wu Xingyu Zeng Rui Zhao ViT 146 2 0 15 Mar 2023
Open-world Instance Segmentation: Top-down Learning with Bottom-up Supervision Tarun Kalluri Weiyao Wang Heng Wang Manmohan Chandraker Lorenzo Torresani Du Tran 159 9 0 09 Mar 2023
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape EstimationInternational Conference on Learning Representations (ICLR), 2023 Hongsuk Choi Hyeongjin Nam T. Lee Gyeongsik Moon Kyoung Mu Lee 201 7 0 09 Mar 2023
Saliency Guided Contrastive Learning on Scene Images Meilin Chen Yizhou Wang Weizhen He Feng Zhu Haiyang Yang Mengwei He Rui Zhao Donglian Qi Wanli Ouyang SSL 197 2 0 22 Feb 2023
Self-Supervised Representation Learning from Temporal Ordering of Automated Driving SequencesIEEE Robotics and Automation Letters (RA-L), 2023 Christopher Lang Alexander Braun Lars Schillingmann Karsten Haug Abhinav Valada SSL 253 12 0 17 Feb 2023
Vision Learners Meet Web Image-Text Pairs Bingchen Zhao Quan Cui Hao Wu Osamu Yoshie Cheng Yang Oisin Mac Aodha VLM 173 6 0 17 Jan 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future TrendsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jie Gui Tuo Chen Jing Zhang Qiong Cao Zhe Sun Haoran Luo Dacheng Tao 500 329 0 13 Jan 2023
Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive LossComputer Vision and Pattern Recognition (CVPR), 2023 Anas Mahmoud Jordan S. K. Hu Tianshu Kuai Ali Harakeh Liam Paull Steven L. Waslander 3DPC SSL 160 38 0 12 Jan 2023
Foundation models in brief: A historical, socio-technical focus Johannes Schneider VLM 150 12 0 17 Dec 2022
Hyperbolic Contrastive Learning for Visual Representations beyond ObjectsComputer Vision and Pattern Recognition (CVPR), 2022 Songwei Ge Shlok Kumar Mishra Simon Kornblith Chun-Liang Li David Jacobs OCL SSL 243 74 0 01 Dec 2022
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene SegmentationBritish Machine Vision Conference (BMVC), 2022 Liang Zeng A. Lengyel Nergis Tomen Jan van Gemert AI4TS 166 0 0 25 Nov 2022
Ladder Siamese Network: a Method and Insights for Multi-level Self-Supervised LearningInternational Conference on Information Photonics (ICIP), 2022 Ryota Yoshihashi Shuhei Nishimura Dai Yonebayashi Yuya Otsuka Tomohiro Tanaka Takashi Miyazaki SSL 175 2 0 25 Nov 2022
Label-Efficient Object Detection via Region Proposal Network Pre-TrainingNeurocomputing (Neurocomputing), 2022 Nanqing Dong Linus Ericsson Yongxin Yang A. Leonardis Jingyu Sun ObjD 210 6 0 16 Nov 2022
Pixel-Wise Contrastive DistillationIEEE International Conference on Computer Vision (ICCV), 2022 Junqiang Huang Zichao Guo 389 5 0 01 Nov 2022
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations Shlok Kumar Mishra Joshua Robinson Huiwen Chang David Jacobs Aaron Sarna Aaron Maschinot Dilip Krishnan DiffM 218 37 0 30 Oct 2022
Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection Jules Bourcier Thomas Floquet G. Dashyan Tugdual Ceillier Alahari Karteek Jocelyn Chanussot SSL 103 1 0 21 Oct 2022
Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene Sulabh Shrestha Yimeng Li Jana Kosecka 3DPC SSL SSeg 225 3 0 04 Oct 2022
VICRegL: Self-Supervised Learning of Local Visual FeaturesNeural Information Processing Systems (NeurIPS), 2022 Adrien Bardes Jean Ponce Yann LeCun SSL 206 149 0 04 Oct 2022
Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods Skanda Koppula Yazhe Li Evan Shelhamer Andrew Jaegle Nikhil Parthasarathy Relja Arandjelović João Carreira Olivier J. Hénaff 242 10 0 30 Sep 2022
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and BeyondIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Cheng-Yen Hsieh Chih-Jung Chang Fu-En Yang Yu-Chiang Frank Wang SSL 175 9 0 30 Aug 2022
Refine and Represent: Region-to-Object Representation Learning Akash Gokul Konstantinos Kallidromitis Shufang Li Yu Kato Kazuki Kozuka Trevor Darrell Colorado Reed SSeg 198 5 0 25 Aug 2022
Label-Free Synthetic Pretraining of Object DetectorsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Hei Law Gaowen Liu 104 5 0 08 Aug 2022
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology ImagesEuropean Conference on Computer Vision (ECCV), 2022 Jiawei Yang Hanbo Chen Yuan Liang Junzhou Huang Lei He Jianhua Yao 211 20 0 14 Jul 2022
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Ashraful Islam Bengt Lundell H. Sawhney Sudipta N. Sinha Peter Morales Richard J. Radke SSL 163 11 0 10 Jul 2022
Look, Radiate, and Learn: Self-Supervised Localisation via Radio-Visual CorrespondenceComputer Vision and Pattern Recognition (CVPR), 2022 Mohammed Alloulah Maximilian Arnold SSL 280 2 0 13 Jun 2022
SERE: Exploring Feature Self-relation for Self-supervised TransformerIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zhong-Yu Li Shanghua Gao Ming-Ming Cheng ViT MDE 207 19 0 10 Jun 2022
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning M. Seyfi Amin Banitalebi-Dehkordi Yong Zhang SSL 134 0 0 07 Jun 2022
Self-Supervised Visual Representation Learning with Semantic GroupingNeural Information Processing Systems (NeurIPS), 2022 Xin Wen Bingchen Zhao Anlin Zheng Xinming Zhang Xiaojuan Qi SSL 363 82 0 30 May 2022
Green Hierarchical Vision Transformer for Masked Image ModelingNeural Information Processing Systems (NeurIPS), 2022 Lang Huang Shan You Mingkai Zheng Fei Wang Chao Qian T. Yamasaki 250 82 0 26 May 2022
Self-Supervised Learning of Object Parts for Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 A. Ziegler Yuki M. Asano SSL OCL 282 123 0 27 Apr 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving DataComputer Vision and Pattern Recognition (CVPR), 2022 Corentin Sautier Gilles Puy Spyros Gidaris Alexandre Boulch Andrei Bursuc Renaud Marlet 3DPC 254 146 0 30 Mar 2022
Learning Where to Learn in Cross-View Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2022 Lang Huang Shan You Mingkai Zheng Fei Wang Chao Qian T. Yamasaki SSL 113 47 0 28 Mar 2022