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
Exploring Structural Degradation in Dense Representations for Self-supervised Learning Siran Dai Qianqian Xu Peisong Wen Yang Liu Qingming Huang 136 1 0 20 Oct 2025
Self-supervised structured object representation learning O. Hadjerci Antoine Letienne Mohamed Abbas Hedjazi Adel Hafiane SSL 94 0 0 27 Aug 2025
Self-Supervised YOLO: Leveraging Contrastive Learning for Label-Efficient Object Detection Manikanta Kotthapalli Reshma Bhatia Nainsi Jain 122 0 0 04 Aug 2025
DIP: Unsupervised Dense In-Context Post-training of Visual Representations Sophia Sirko-Galouchenko Spyros Gidaris Antonín Vobecký Andrei Bursuc Nicolas Thome 279 1 0 23 Jun 2025
Object-level Self-Distillation for Vision Pretraining Çağlar Hızlı Çağatay Yıldız Pekka Marttinen OCL VLM 293 0 0 04 Jun 2025
SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation Claudia Cuttano Gabriele Trivigno Giuseppe Averta Carlo Masone VLM 207 0 0 27 May 2025
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object DetectionInternational Conference on Learning Representations (ICLR), 2025 Chuhan Zhang Chaoyang Zhu Pingcheng Dong Long Chen Dong Zhang ObjD VLM 1.0K 4 0 14 Mar 2025
A Data-Centric Revisit of Pre-Trained Vision Models for Robot LearningComputer Vision and Pattern Recognition (CVPR), 2025 Xin Wen Bingchen Zhao Yilun Chen Jiangmiao Pang Xiaojuan Qi LM&Ro 432 3 0 10 Mar 2025
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image Modeling Zhong-Yu Li Yunheng Li Deng-Ping Fan Ming-Ming Cheng 329 0 0 24 Nov 2024
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual ReconstructionNeural Information Processing Systems (NeurIPS), 2024 Chen-Long Duan Yong Li Xiu-Shen Wei Lin Zhao 240 4 0 14 Nov 2024
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous DrivingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Maciej K. Wozniak Hariprasath Govindarajan Marvin Klingner Camille Maurice B Ravi Kiran S. Yogamani 3DPC 290 3 0 30 Oct 2024
Self-Supervised Learning for Real-World Object Detection: a Survey Alina Ciocarlan Sidonie Lefebvre S. L. Hégarat-Mascle Arnaud Woiselle ObjD 195 2 0 09 Oct 2024
Improving Object Detection via Local-global Contrastive LearningBritish Machine Vision Conference (BMVC), 2024 Danai Triantafyllidou Sarah Parisot A. Leonardis Jingyu Sun 277 2 0 07 Oct 2024
Image-to-Lidar Relational Distillation for Autonomous Driving DataEuropean Conference on Computer Vision (ECCV), 2024 Anas Mahmoud Ali Harakeh Steven Waslander 181 4 0 01 Sep 2024
Enhancing Sound Source Localization via False Negative EliminationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Zengjie Song Jiangshe Zhang Yuxi Wang Junsong Fan Zhaoxiang Zhang 257 3 0 29 Aug 2024
PooDLe: Pooled and dense self-supervised learning from naturalistic videosInternational Conference on Learning Representations (ICLR), 2024 Alex N. Wang Christopher Hoang Yuwen Xiong Yann LeCun Mengye Ren 443 4 0 20 Aug 2024
Domain Adaptive Lung Nodule Detection in X-ray ImageIEEE International Conference on Systems, Man and Cybernetics (SMC), 2024 Haifeng Zhao Lixiang Jiang Leilei Ma Dengdi Sun Yanping Fu OOD 290 1 0 28 Jul 2024
Unsqueeze [CLS] Bottleneck to Learn Rich Representations Qing Su Shihao Ji 236 0 0 24 Jul 2024
Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras SSL 268 2 0 15 Jul 2024
Towards Adaptive Pseudo-label Learning for Semi-Supervised Temporal Action Localization Feixiang Zhou Bryan M. Williams Hossein Rahmani 185 3 0 10 Jul 2024
Lift, Splat, Map: Lifting Foundation Masks for Label-Free Semantic Scene Completion Arthur Zhang Rainier Heijne Joydeep Biswas 237 1 0 03 Jul 2024
SemanticMIM: Marring Masked Image Modeling with Semantics Compression for General Visual Representation Yike Yuan Huanzhang Dou Fengjun Guo Xi Li 218 2 0 15 Jun 2024
OpenESS: Event-based Semantic Scene Understanding with Open VocabulariesComputer Vision and Pattern Recognition (CVPR), 2024 Lingdong Kong You-Chen Liu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi VLM 222 32 0 08 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 397 1 0 08 May 2024
LaneCorrect: Self-supervised Lane Detection Ming-Jun Nie Xinyue Cai Han Xu Li Zhang SSL 267 7 0 23 Apr 2024
Masked Image Modeling as a Framework for Self-Supervised Learning across Eye Movements Robin Weiler Matthias Brucklacher C. Pennartz Sander M. Bohté 197 1 0 12 Apr 2024
GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D UnderstandingComputer Vision and Pattern Recognition (CVPR), 2024 Chengyao Wang Li Jiang Xiaoyang Wu Zhuotao Tian Bohao Peng Hengshuang Zhao Jiaya Jia 3DPC SSL 248 24 0 14 Mar 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation Chanyoung Kim Woojung Han Dayun Ju Seong Jae Hwang 343 27 0 03 Mar 2024
BECLR: Batch Enhanced Contrastive Few-Shot Learning Stylianos Poulakakis-Daktylidis Hadi Jamali Rad 247 7 0 04 Feb 2024
Subjective and Objective Analysis of Indian Social Media Video Quality Sandeep Mishra Mukul Jha A. Bovik 174 1 0 05 Jan 2024
A Unified Simulation Framework for Visual and Behavioral Fidelity in Crowd Analysis N. Bisagno Nicola Garau Antonio Luigi Stefani Nicola Conci 99 0 0 05 Dec 2023
SCLIP: Rethinking Self-Attention for Dense Vision-Language InferenceEuropean Conference on Computer Vision (ECCV), 2023 Feng Wang Jieru Mei Yaoyao Liu VLM 337 116 0 04 Dec 2023
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive TransformersComputer Vision and Pattern Recognition (CVPR), 2023 Ioannis Kakogeorgiou Spyros Gidaris Konstantinos Karantzalos N. Komodakis ViT OCL 385 27 0 01 Dec 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 184 7 0 24 Nov 2023
Proposal-Contrastive Pretraining for Object Detection from Fewer DataInternational Conference on Learning Representations (ICLR), 2023 Quentin Bouniot Romaric Audigier Angélique Loesch Amaury Habrard ViT 188 4 0 25 Oct 2023
CrIBo: Self-Supervised Learning via Cross-Image Object-Level BootstrappingInternational Conference on Learning Representations (ICLR), 2023 Tim Lebailly Thomas Stegmüller Behzad Bozorgtabar Jean-Philippe Thiran Tinne Tuytelaars SSL 333 11 0 11 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Zhongyu Li Bo-Wen Yin Yongxiang Liu Tianpeng Liu Ming-Ming Cheng SSL 330 3 0 08 Oct 2023
Improving Equivariance in State-of-the-Art Supervised Depth and Normal PredictorsIEEE International Conference on Computer Vision (ICCV), 2023 Yuanyi Zhong Anand Bhattad Yu-Xiong Wang David Forsyth MDE 153 2 0 28 Sep 2023
Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization Mayara Bonani Max Schwarz Sven Behnke 203 1 0 27 Sep 2023
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition Oindrila Saha Subhransu Maji SSL 185 5 0 25 Sep 2023
Attention De-sparsification Matters: Inducing Diversity in Digital Pathology Representation Learning S. Kapse Srijan Das Jingwei Zhang Rajarsi R. Gupta Joel H. Saltz Dimitris Samaras Prateek Prasanna 204 13 0 12 Sep 2023
Contrastive Feature Masking Open-Vocabulary Vision TransformerIEEE International Conference on Computer Vision (ICCV), 2023 Dahun Kim A. Angelova Weicheng Kuo ObjD VLM 294 37 0 02 Sep 2023
Time Does Tell: Self-Supervised Time-Tuning of Dense Image RepresentationsIEEE International Conference on Computer Vision (ICCV), 2023 Mohammadreza Salehi E. Gavves Cees G. M. Snoek Yuki M. Asano VOS 192 27 0 22 Aug 2023
Multi-Label Self-Supervised Learning with Scene ImagesIEEE International Conference on Computer Vision (ICCV), 2023 Kevin Zhu Minghao Fu Jianxin Wu SSL 152 18 0 07 Aug 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 416 0 0 28 Jul 2023
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features Adrien Bardes Jean Ponce Yann LeCun MDE 243 38 0 24 Jul 2023
DreamTeacher: Pretraining Image Backbones with Deep Generative ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Daiqing Li Huan Ling Amlan Kar David Acuna Seung Wook Kim Karsten Kreis Antonio Torralba Sanja Fidler VLM DiffM 229 34 0 14 Jul 2023
MIMIC: Masked Image Modeling with Image Correspondences Kalyani Marathe Mahtab Bigverdi Nishat Khan Tuhin Kundu Patrick Howe Sharan Ranjit S Anand Bhattad Aniruddha Kembhavi Linda G. Shapiro Ranjay Krishna 256 0 0 27 Jun 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation ModelsNeural Information Processing Systems (NeurIPS), 2023 You-Chen Liu Lingdong Kong Jun Cen Runnan Chen Wenwei Zhang Liang Pan Kai-xiang Chen Ziwei Liu 201 132 0 15 Jun 2023
arXiVeri: Automatic table verification with GPT Gyungin Shin Weidi Xie Samuel Albanie LMTD 164 1 0 13 Jun 2023