Efficient Visual Pretraining with Contrastive Detection

19 March 2021

Olivier J. Hénaff

Skanda Koppula

Jean-Baptiste Alayrac

Papers citing "Efficient Visual Pretraining with Contrastive Detection"

50 / 128 papers shown

Title
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection Chuhan Zhang Chaoyang Zhu Pingcheng Dong Long Chen Dong Zhang ObjD VLM 149 0 0 14 Mar 2025
A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning Xin Wen Bingchen Zhao Yilun Chen Jiangmiao Pang Xiaojuan Qi LM&Ro 41 0 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 66 0 0 24 Nov 2024
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction Chen-Long Duan Yong Li Xiu-Shen Wei Lin Zhao 34 1 0 14 Nov 2024
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving Maciej K. Wozniak Hariprasath Govindarajan Marvin Klingner Camille Maurice B Ravi Kiran S. Yogamani 3DPC 47 1 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 34 0 0 09 Oct 2024
Improving Object Detection via Local-global Contrastive Learning Danai Triantafyllidou Sarah Parisot A. Leonardis Steven G. McDonagh 31 0 0 07 Oct 2024
Image-to-Lidar Relational Distillation for Autonomous Driving Data Anas Mahmoud Ali Harakeh Steven Waslander 21 0 0 01 Sep 2024
Enhancing Sound Source Localization via False Negative Elimination Zengjie Song Jiangshe Zhang Yuxi Wang Junsong Fan Zhaoxiang Zhang 35 0 0 29 Aug 2024
PooDLe: Pooled and dense self-supervised learning from naturalistic videos Alex N. Wang Christopher Hoang Yuwen Xiong Yann LeCun Mengye Ren 68 0 0 20 Aug 2024
Domain Adaptive Lung Nodule Detection in X-ray Image Haifeng Zhao Lixiang Jiang Leilei Ma Dengdi Sun Yanping Fu OOD 24 0 0 28 Jul 2024
Unsqueeze [CLS] Bottleneck to Learn Rich Representations Qing Su Shihao Ji 24 0 0 24 Jul 2024
Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras SSL 27 0 0 15 Jul 2024
Towards Adaptive Pseudo-label Learning for Semi-Supervised Temporal Action Localization Feixiang Zhou Bryan M. Williams Hossein Rahmani 40 1 0 10 Jul 2024
Lift, Splat, Map: Lifting Foundation Masks for Label-Free Semantic Scene Completion Arthur Zhang Rainier Heijne Joydeep Biswas 26 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 31 2 0 15 Jun 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies Lingdong Kong You-Chen Liu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi VLM 29 12 0 08 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 49 1 0 08 May 2024
LaneCorrect: Self-supervised Lane Detection Ming-Jun Nie Xinyue Cai Han Xu Li Zhang SSL 62 4 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 31 0 0 12 Apr 2024
GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding Chengyao Wang Li Jiang Xiaoyang Wu Zhuotao Tian Bohao Peng Hengshuang Zhao Jiaya Jia 3DPC SSL 75 13 0 14 Mar 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation Chanyoung Kim Woojung Han Dayun Ju Seong Jae Hwang 29 10 0 03 Mar 2024
BECLR: Batch Enhanced Contrastive Few-Shot Learning Stylianos Poulakakis-Daktylidis Hadi Jamali Rad 23 5 0 04 Feb 2024
Subjective and Objective Analysis of Indian Social Media Video Quality Sandeep Mishra Mukul Jha A. Bovik 18 0 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 25 0 0 05 Dec 2023
SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference Feng Wang Jieru Mei Alan L. Yuille VLM 24 54 0 04 Dec 2023
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers Ioannis Kakogeorgiou Spyros Gidaris Konstantinos Karantzalos N. Komodakis ViT OCL 15 12 0 01 Dec 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 20 3 0 24 Nov 2023
Proposal-Contrastive Pretraining for Object Detection from Fewer Data Quentin Bouniot Romaric Audigier Angélique Loesch Amaury Habrard ViT 34 2 0 25 Oct 2023
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping Tim Lebailly Thomas Stegmüller Behzad Bozorgtabar Jean-Philippe Thiran Tinne Tuytelaars SSL 47 6 0 11 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning Zhongyu Li Bo-Wen Yin Yongxiang Liu Li Liu Ming-Ming Cheng SSL 21 2 0 08 Oct 2023
Improving Equivariance in State-of-the-Art Supervised Depth and Normal Predictors Yuanyi Zhong Anand Bhattad Yu-Xiong Wang David Forsyth MDE 26 2 0 28 Sep 2023
Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization Mayara Bonani Max Schwarz Sven Behnke 31 0 0 27 Sep 2023
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition Oindrila Saha Subhransu Maji SSL 22 2 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 25 9 0 12 Sep 2023
Contrastive Feature Masking Open-Vocabulary Vision Transformer Dahun Kim A. Angelova Weicheng Kuo ObjD VLM 23 27 0 02 Sep 2023
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations Mohammadreza Salehi E. Gavves Cees G. M. Snoek Yuki M. Asano VOS 30 19 0 22 Aug 2023
Multi-Label Self-Supervised Learning with Scene Images Kevin Zhu Minghao Fu Jianxin Wu SSL 22 14 0 07 Aug 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 22 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 31 23 0 24 Jul 2023
DreamTeacher: Pretraining Image Backbones with Deep Generative Models Daiqing Li Huan Ling Amlan Kar David Acuna Seung Wook Kim Karsten Kreis Antonio Torralba Sanja Fidler VLM DiffM 17 26 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 27 0 0 27 Jun 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models You-Chen Liu Lingdong Kong Jun Cen Runnan Chen Wenwei Zhang Liang Pan Kai-xiang Chen Ziwei Liu 30 83 0 15 Jun 2023
arXiVeri: Automatic table verification with GPT Gyungin Shin Weidi Xie Samuel Albanie LMTD 28 1 0 13 Jun 2023
FLSL: Feature-level Self-supervised Learning Qing Su Anton Netchaev Hai Helen Li Shihao Ji 22 4 0 09 Jun 2023
R-MAE: Regions Meet Masked Autoencoders Duy-Kien Nguyen Vaibhav Aggarwal Yanghao Li Martin R. Oswald Alexander Kirillov Cees G. M. Snoek Xinlei Chen TPM 21 11 0 08 Jun 2023
Coarse Is Better? A New Pipeline Towards Self-Supervised Learning with Uncurated Images Ke Zhu Yin He Jianxin Wu 17 4 0 07 Jun 2023
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency Yike Yuan Xinghe Fu Yunlong Yu Xi Li MDE 25 4 0 06 Jun 2023
Towards In-context Scene Understanding Ivana Balazevic David Steiner Nikhil Parthasarathy Relja Arandjelović Olivier J. Hénaff 28 28 0 02 Jun 2023
Masked Autoencoder for Unsupervised Video Summarization Minho Shim Taeoh Kim Jinhyung Kim Dongyoon Wee 20 1 0 02 Jun 2023