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Aligning Pretraining for Detection via Object-Level Contrastive Learning

4 June 2021

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Papers citing "Aligning Pretraining for Detection via Object-Level Contrastive Learning"

49 / 99 papers shown

Title
Contrastive Mean Teacher for Domain Adaptive Object Detectors Shengcao Cao D. Joshi Liangyan Gui Yu-Xiong Wang ObjD 133 66 0 04 May 2023
Hypernymization of named entity-rich captions for grounding-based multi-modal pretraining Giacomo Nebbia Adriana Kovashka 115 0 0 25 Apr 2023
OVTrack: Open-Vocabulary Multiple Object Tracking Siyuan Li Tobias Fischer Lei Ke Henghui Ding Martin Danelljan Feng Yu DiffM 133 46 0 17 Apr 2023
Open-World Weakly-Supervised Object Localization Jinheng Xie Zhaochuan Luo Yuexiang Li Haozhe Liu Linlin Shen Mike Zheng Shou WSOL EDL 95 2 0 17 Apr 2023
Boosting Video Object Segmentation via Space-time Correspondence Learning Yurong Zhang Liulei Li Wenguan Wang Rong Xie Li Song Wenjun Zhang VOS 65 33 0 13 Apr 2023
Multi-Level Contrastive Learning for Dense Prediction Task Qiushan Guo Yizhou Yu Yi Jiang Jiannan Wu Zehuan Yuan Ping Luo SSL 111 2 0 04 Apr 2023
Mask Hierarchical Features For Self-Supervised Learning Fenggang Liu Yangguang Li Feng Liang Jilan Xu Bin Huang Jing Shao 43 0 0 01 Apr 2023
Siamese DETR Ze-Sen Chen Gengshi Huang Wei Li Jianing Teng Kun Wang Jing Shao Chen Change Loy Lu Sheng ViT 87 9 0 31 Mar 2023
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields Julia Hindel Nikhil Gosala Kevin Bregler Abhinav Valada 57 7 0 31 Mar 2023
Mixed Autoencoder for Self-supervised Visual Representation Learning Kai Chen Zhili Liu Lanqing Hong Hang Xu Zhenguo Li Dit-Yan Yeung SSL 127 45 0 30 Mar 2023
De-coupling and De-positioning Dense Self-supervised Learning Congpei Qiu Tong Zhang Wei Ke Mathieu Salzmann Sabine Süsstrunk 68 3 0 29 Mar 2023
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning Thomas Stegmüller Tim Lebailly Behzad Bozorgtabar Tinne Tuytelaars Jean-Philippe Thiran 100 17 0 23 Mar 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training Wei Li Jiahao Xie Chen Change Loy SSL 96 12 0 22 Mar 2023
GridCLIP: One-Stage Object Detection by Grid-Level CLIP Representation Learning Jiaying Lin S. Gong VLM CLIP ObjD 68 22 0 16 Mar 2023
SeqCo-DETR: Sequence Consistency Training for Self-Supervised Object Detection with Transformers Guoqiang Jin Fan Yang Mingshan Sun R. Zhao Yakun Liu Wei Li Tianpeng Bao Liwei Wu Xingyu Zeng Rui Zhao ViT 66 2 0 15 Mar 2023
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection Luting Wang Yi Liu Penghui Du Zihan Ding Yue Liao Qiaosong Qi Biaolong Chen Si Liu ObjD VLM 136 63 0 10 Mar 2023
Aligning Bag of Regions for Open-Vocabulary Object Detection Size Wu Wenwei Zhang Sheng Jin Wentao Liu Chen Change Loy VLM ObjD 97 116 0 27 Feb 2023
Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning Kaiyou Song Shanyi Zhang Zihao An Zimeng Luo Tongzhou Wang Jin Xie SSL 87 7 0 13 Dec 2022
Contrastive View Design Strategies to Enhance Robustness to Domain Shifts in Downstream Object Detection Kyle Buettner Adriana Kovashka 58 2 0 09 Dec 2022
Self-supervised and Weakly Supervised Contrastive Learning for Frame-wise Action Representations Minghao Chen Renbo Tu Chenxi Huang Yuqi Lin Boxi Wu Deng Cai SSL AI4TS 101 1 0 06 Dec 2022
Ladder Siamese Network: a Method and Insights for Multi-level Self-Supervised Learning Ryota Yoshihashi Shuhei Nishimura Dai Yonebayashi Yuya Otsuka Tomohiro Tanaka Takashi Miyazaki SSL 84 2 0 25 Nov 2022
Fast-iTPN: Integrally Pre-Trained Transformer Pyramid Network with Token Migration Yunjie Tian Lingxi Xie Jihao Qiu Jianbin Jiao Yaowei Wang Qi Tian Qixiang Ye ViT 98 7 0 23 Nov 2022
Label-Efficient Object Detection via Region Proposal Network Pre-Training Nanqing Dong Linus Ericsson Yongxin Yang A. Leonardis Jingyu Sun ObjD 89 5 0 16 Nov 2022
Pixel-Wise Contrastive Distillation Junqiang Huang Zichao Guo 157 4 0 01 Nov 2022
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with Transformers Zhiwei Lin Ze Yang Yongtao Wang ViT 85 2 0 24 Oct 2022
Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene Sulabh Shrestha Yimeng Li Jana Kosecka 3DPC SSL SSeg 95 2 0 04 Oct 2022
F-VLM: Open-Vocabulary Object Detection upon Frozen Vision and Language Models Weicheng Kuo Huayu Chen Xiuye Gu A. Piergiovanni A. Angelova MLLM VLM ObjD 168 137 0 30 Sep 2022
Semi-supervised Crowd Counting via Density Agency Hui Lin Zhiheng Ma Xiaopeng Hong Yao Wang Zhou Su OT 70 31 0 07 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 101 5 0 25 Aug 2022
DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection Gang Li Xiang Li Yujie Wang Yichao Wu Ding Liang Shanshan Zhang 66 26 0 12 Jul 2022
Demystifying Unsupervised Semantic Correspondence Estimation Mehmet Aygun Oisin Mac Aodha 68 11 0 11 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 93 11 0 10 Jul 2022
Siamese Image Modeling for Self-Supervised Vision Representation Learning Chenxin Tao Xizhou Zhu Weijie Su Gao Huang Bin Li Jie Zhou Yu Qiao Xiaogang Wang Jifeng Dai SSL 117 97 0 02 Jun 2022
Self-Supervised Visual Representation Learning with Semantic Grouping Xin Wen Bingchen Zhao Anlin Zheng Xinming Zhang Xiaojuan Qi SSL 235 74 0 30 May 2022
CoDo: Contrastive Learning with Downstream Background Invariance for Detection Bing Zhao Jun Li Hong Zhu SSL 63 2 0 10 May 2022
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection Gang Li Xiang Li Yujie Wang Yichao Wu Ding Liang Shanshan Zhang 83 94 0 30 Mar 2022
Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning Minghao Chen Fangyun Wei Chong Li Deng Cai AI4TS 105 35 0 28 Mar 2022
Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model Yu Du Fangyun Wei Zihe Zhang Miaojing Shi Yue Gao Guoqi Li VPVLM VLM 121 337 0 28 Mar 2022
Dense Siamese Network for Dense Unsupervised Learning Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy 83 15 0 21 Mar 2022
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation Renhao Wang Hang Zhao Yang Gao SSL 91 1 0 17 Mar 2022
Object discovery and representation networks Olivier J. Hénaff Skanda Koppula Evan Shelhamer Daniel Zoran Andrew Jaegle Andrew Zisserman João Carreira Relja Arandjelović 138 89 0 16 Mar 2022
Towards Inadequately Pre-trained Models in Transfer Learning Andong Deng Xingjian Li Di Hu Tianyang Wang Haoyi Xiong Chengzhong Xu 44 6 0 09 Mar 2022
Point-Level Region Contrast for Object Detection Pre-Training Yutong Bai Xinlei Chen Alexander Kirillov Alan Yuille Alexander C. Berg 3DPC 104 51 0 09 Feb 2022
Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning Chenhongyi Yang Lichao Huang Elliot J. Crowley SSL VLM 62 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 75 4 0 24 Nov 2021
INTERN: A New Learning Paradigm Towards General Vision Jing Shao Siyu Chen Yangguang Li Kun Wang Zhen-fei Yin ... F. Yu Junjie Yan Dahua Lin Xiaogang Wang Yu Qiao 113 34 0 16 Nov 2021
A Survey of Self-Supervised and Few-Shot Object Detection Gabriel Huang I. Laradji David Vazquez Simon Lacoste-Julien Pau Rodríguez López ObjD 113 80 0 27 Oct 2021
Delving into Inter-Image Invariance for Unsupervised Visual Representations Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL VLM 87 59 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 375 4,115 0 17 Jun 2020