DetCo: Unsupervised Contrastive Learning for Object Detection

9 February 2021

Enze Xie

Jian Ding

Wenhai Wang

Xiaohang Zhan

Hang Xu

Peize Sun

Zhenguo Li

Ping Luo

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Papers citing "DetCo: Unsupervised Contrastive Learning for Object Detection"

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Title
Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments Anushiya Arunan Yan Qin Xiaoli Li Yuen Chau AI4TS 30 0 0 03 May 2025
Enhancing Contrastive Learning for Retinal Imaging via Adjusted Augmentation Scales Zijie Cheng Yangqiu Song André Altmann P. Keane Yukun Zhou MedIm 31 0 0 05 Jan 2025
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation Chun-Hung Wu Shih-Hong Chen Chih-Yao Hu Hsin-Yu Wu Kai-Hsin Chen Yu-You Chen Chih-Hai Su Chih-Kuo Lee Yu-Lun Liu 59 2 0 03 Jun 2024
Enhancing Representations through Heterogeneous Self-Supervised Learning Zhongyu Li Bo-Wen Yin Yongxiang Liu Li Liu Ming-Ming Cheng SSL 28 2 0 08 Oct 2023
PatchContrast: Self-Supervised Pre-training for 3D Object Detection Oren Shrout Ori Nitzan Yizhak Ben-Shabat A. Tal 3DPC 67 2 0 14 Aug 2023
COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection Cong Zhang H. Qi Shuhui Wang Yuezun Li Siwei Lyu CVBM 41 6 0 03 Aug 2023
Contrastive Conditional Latent Diffusion for Audio-visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yun-Qiu Lv Yiran Zhong Yuchao Dai DiffM 43 28 0 31 Jul 2023
Disentangled Pre-training for Image Matting Yan-Da Li Zilong Huang Gang Yu Ling-Hao Chen Yunchao Wei Jianbo Jiao 28 0 0 03 Apr 2023
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields Julia Hindel Nikhil Gosala Kevin Bregler Abhinav Valada 29 6 0 31 Mar 2023
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning Chongjian Ge Jiangliu Wang Zhan Tong Shoufa Chen Yibing Song Ping Luo SSL 22 27 0 30 Mar 2023
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning Thomas Stegmüller Tim Lebailly Behzad Bozorgtabar Tinne Tuytelaars Jean-Philippe Thiran 32 15 0 23 Mar 2023
MCoCo: Multi-level Consistency Collaborative Multi-view Clustering Yi Zhou Qinghai Zheng Wen-biao Yan Yifei Wang Pengcheng Shi Jihua Zhu 23 17 0 26 Feb 2023
Self-Supervised Representation Learning from Temporal Ordering of Automated Driving Sequences Christopher Lang Alexander Braun Lars Schillingmann Karsten Haug Abhinav Valada SSL 19 10 0 17 Feb 2023
Learning Generalized Hybrid Proximity Representation for Image Recognition Zhiyuan Li Anca L. Ralescu 26 3 0 31 Jan 2023
Understanding Self-Supervised Pretraining with Part-Aware Representation Learning Jie Zhu Jiyang Qi Mingyu Ding Xiaokang Chen Ping Luo Xinggang Wang Wenyu Liu Leye Wang Jingdong Wang SSL 33 8 0 27 Jan 2023
Pose-disentangled Contrastive Learning for Self-supervised Facial Representation Y. Liu Wenbin Wang Yibing Zhan Shaoze Feng Li-Yu Daisy Liu Zhe Chen SSL 24 13 0 24 Nov 2022
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning Xiaobao Wu A. Luu Xinshuai Dong 30 44 0 23 Nov 2022
Reason from Context with Self-supervised Learning Xinyu Liu Ankur Sikarwar Gabriel Kreiman Zenglin Shi Mengmi Zhang ReLM LRM 32 1 0 23 Nov 2022
Towards All-in-one Pre-training via Maximizing Multi-modal Mutual Information Weijie Su Xizhou Zhu Chenxin Tao Lewei Lu Bin Li Gao Huang Yu Qiao Xiaogang Wang Jie Zhou Jifeng Dai 42 41 0 17 Nov 2022
Masked Reconstruction Contrastive Learning with Information Bottleneck Principle Ziwen Liu Bonan li Congying Han Tiande Guo Xuecheng Nie SSL 34 2 0 15 Nov 2022
Self-Supervised Learning via Maximum Entropy Coding Xin Liu Zhongdao Wang Yali Li Shengjin Wang SSL 29 40 0 20 Oct 2022
Learning Self-Regularized Adversarial Views for Self-Supervised Vision Transformers Tao Tang Changlin Li Guangrun Wang Kaicheng Yu Xiaojun Chang Xiaodan Liang ViT 31 1 0 16 Oct 2022
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning Fuying Wang Yuyin Zhou Shujun Wang V. Vardhanabhuti Lequan Yu 31 137 0 12 Oct 2022
Capsule Network based Contrastive Learning of Unsupervised Visual Representations Harsh Panwar Ioannis Patras SSL 22 0 0 22 Sep 2022
Weakly Supervised Semantic Segmentation via Progressive Patch Learning Jinlong Li Zequn Jie Xu Wang Yu Zhou Xiaolin K. Wei Lin Ma VLM 55 20 0 16 Sep 2022
One-Shot Transfer of Affordance Regions? AffCorrs! Denis Hadjivelichkov Sicelukwanda Zwane M. Deisenroth Lourdes Agapito Dimitrios Kanoulas 37 35 0 15 Sep 2022
Semi-supervised Crowd Counting via Density Agency Hui Lin Zhiheng Ma Xiaopeng Hong Yao Wang Zhou Su OT 23 29 0 07 Sep 2022
Semi-Supervised Semantic Segmentation with Cross Teacher Training Hui Xiao Li Dong Kangkang Song Hao Xu Shuibo Fu Diqun Yan Chengbin Peng 35 26 0 03 Sep 2022
Refine and Represent: Region-to-Object Representation Learning Akash Gokul Konstantinos Kallidromitis Shufang Li Yu Kato Kazuki Kozuka Trevor Darrell Colorado Reed SSeg 31 5 0 25 Aug 2022
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images Jiawei Yang Hanbo Chen Yuan Liang Junzhou Huang Lei He Jianhua Yao 46 18 0 14 Jul 2022
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation Ashraful Islam Bengt Lundell H. Sawhney Sudipta N. Sinha Peter Morales Richard J. Radke SSL 34 10 0 10 Jul 2022
Patch-level Representation Learning for Self-supervised Vision Transformers Sukmin Yun Hankook Lee Jaehyung Kim Jinwoo Shin ViT 22 64 0 16 Jun 2022
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN Siyuan Li Di Wu Fang Wu Lei Shang Stan.Z.Li 34 48 0 27 May 2022
Improving the Latent Space of Image Style Transfer Yun-Hao Bai Cairong Wang C. Yuan Yanbo Fan Jue Wang DRL 37 0 0 24 May 2022
CoDo: Contrastive Learning with Downstream Background Invariance for Detection Bing Zhao Jun Li Hong Zhu SSL 37 2 0 10 May 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis F. Haghighi M. Taher Michael B. Gotway Jianming Liang MedIm 21 72 0 21 Apr 2022
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring Suiyi Zhao Zhao Zhang Richang Hong Mingliang Xu Yi Yang Meng Wang 23 41 0 16 Apr 2022
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging M. Taher F. Haghighi Michael B. Gotway Jianming Liang OOD SSL 15 31 0 15 Apr 2022
Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo Chaoning Zhang Kang Zhang T. Pham Axi Niu Zhinan Qiao Chang D. Yoo In So Kweon 24 54 0 30 Mar 2022
SIOD: Single Instance Annotated Per Category Per Image for Object Detection Hanjun Li Xingjia Pan Ke Yan Fan Tang Weihao Zheng 25 18 0 29 Mar 2022
Towards Discriminative Representation: Multi-view Trajectory Contrastive Learning for Online Multi-object Tracking En Yu Zhuoling Li Shoudong Han 44 44 0 27 Mar 2022
Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation Jinheng Xie Jianfeng Xiang Junliang Chen Xianxu Hou Xiaodong Zhao Linlin Shen VLM WSOL 35 19 0 25 Mar 2022
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 25 15 0 25 Mar 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 21 60 0 19 Mar 2022
ContrastMask: Contrastive Learning to Segment Every Thing Xuehui Wang Kai Zhao Ruixin Zhang Shouhong Ding Yan Wang Wei Shen ISeg 31 34 0 18 Mar 2022
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation Renhao Wang Hang Zhao Yang Gao SSL 29 1 0 17 Mar 2022
FreeSOLO: Learning to Segment Objects without Annotations Xinlong Wang Zhiding Yu Shalini De Mello Jan Kautz Anima Anandkumar Chunhua Shen J. Álvarez ISeg SSeg 32 112 0 24 Feb 2022
Point-Level Region Contrast for Object Detection Pre-Training Yutong Bai Xinlei Chen Alexander Kirillov Alan Yuille Alexander C. Berg 3DPC 33 50 0 09 Feb 2022
Object Detection in Autonomous Vehicles: Status and Open Challenges Abhishek Balasubramaniam S. Pasricha 47 54 0 19 Jan 2022
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues Hengcan Shi Munawar Hayat Yicheng Wu Jianfei Cai VLM 30 60 0 18 Jan 2022