Aligning Pretraining for Detection via Object-Level Contrastive Learning

4 June 2021

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

50 / 99 papers shown

Title
Revisiting Radar Camera Alignment by Contrastive Learning for 3D Object Detection Linhua Kong Dongxia Chang Lian Liu Zisen Kong Pengyuan Li Yao Zhao 31 0 0 23 Apr 2025
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection Chuhan Zhang Chaoyang Zhu Pingcheng Dong Long Chen Dong Zhang ObjD VLM 206 0 0 14 Mar 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings Bowen Deng Tong Wang Lele Fu Sheng Huang Chuan Chen Tao Zhang 87 0 0 17 Feb 2025
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction Chen-Long Duan Yong Li Xiu-Shen Wei Lin Zhao 36 1 0 14 Nov 2024
Active Learning for Vision-Language Models Bardia Safaei Vishal M. Patel VLM 55 2 0 29 Oct 2024
Self-Supervised Learning for Real-World Object Detection: a Survey Alina Ciocarlan Sidonie Lefebvre S. L. Hégarat-Mascle Arnaud Woiselle ObjD 41 1 0 09 Oct 2024
Unsqueeze [CLS] Bottleneck to Learn Rich Representations Qing Su Shihao Ji 31 0 0 24 Jul 2024
MutDet: Mutually Optimizing Pre-training for Remote Sensing Object Detection Ziyue Huang Yongchao Feng Qingjie Liu Yunhong Wang ViT 64 1 0 13 Jul 2024
Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning Chengchao Shen Jianzhong Chen Jianxin Wang SSL 36 0 0 02 Jul 2024
Open-Vocabulary X-ray Prohibited Item Detection via Fine-tuning CLIP Shuyang Lin Tong Jia Hao Wang Bowen Ma Mingyuan Li Dongyue Chen VLM ObjD 41 0 0 16 Jun 2024
SemanticMIM: Marring Masked Image Modeling with Semantics Compression for General Visual Representation Yike Yuan Huanzhang Dou Fengjun Guo Xi Li 36 2 0 15 Jun 2024
Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection Jiaming Li Jiacheng Zhang Jichang Li Ge Li Si Liu Liang Lin Guanbin Li ObjD VLM 50 13 0 01 Jun 2024
Image Captioning via Dynamic Path Customization Yiwei Ma Jiayi Ji Xiaoshuai Sun Yiyi Zhou Xiaopeng Hong Yongjian Wu Rongrong Ji 37 0 0 01 Jun 2024
SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation Yitao Zhao Turgay Celik Nanqing Liu Feng Gao Heng-Chao Li 35 4 0 28 May 2024
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision Junjie Wang Bin Chen Bin Kang Yulin Li Yichi Chen Weizhi Xian Huifeng Chang VLM ObjD 36 7 0 28 May 2024
Open-Vocabulary Object Detection via Neighboring Region Attention Alignment Sunyuan Qiang Xianfei Li Yanyan Liang Wenlong Liao Tao He Pai Peng ObjD 43 0 0 14 May 2024
Collecting Consistently High Quality Object Tracks with Minimal Human Involvement by Using Self-Supervised Learning to Detect Tracker Errors Samreen Anjum Suyog Jain Danna Gurari 41 0 0 06 May 2024
When are Foundation Models Effective? Understanding the Suitability for Pixel-Level Classification Using Multispectral Imagery Yiqun Xie Zhihao Wang Weiye Chen Zhili Li Xiaowei Jia Yanhua Li Ruichen Wang Kangyang Chai Ruohan Li Sergii Skakun VLM 32 3 0 17 Apr 2024
SPAMming Labels: Efficient Annotations for the Trackers of Tomorrow Orcun Cetintas Tim Meinhardt Guillem Brasó Laura Leal-Taixé 33 0 0 17 Apr 2024
Weak Supervision with Arbitrary Single Frame for Micro- and Macro-expression Spotting Wang-Wang Yu Xian-Shi Zhang Fuya Luo Yijun Cao Kai-Fu Yang Hong-Mei Yan Yong-Jie Li 36 1 0 21 Mar 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 83 14 0 14 Mar 2024
Efficient Transferability Assessment for Selection of Pre-trained Detectors Zhao Wang Aoxue Li Zhenguo Li Qi Dou 32 0 0 14 Mar 2024
Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection Colin Decourt R. V. Rullen D. Salle Thomas Oberlin SSL 40 0 0 13 Feb 2024
RCA-NOC: Relative Contrastive Alignment for Novel Object Captioning Jiashuo Fan Yaoyuan Liang Leyao Liu Shao-Lun Huang Lei Zhang 30 2 0 11 Dec 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 27 3 0 24 Nov 2023
Learning Discriminative Features for Crowd Counting Yuehai Chen Qingzhong Wang Jing Yang Badong Chen Haoyi Xiong Shaoyi Du 34 6 0 08 Nov 2023
Meta-Adapter: An Online Few-shot Learner for Vision-Language Model Cheng Cheng Lin Song Ruoyi Xue Hang Wang Hongbin Sun Yixiao Ge Ying Shan VLM ObjD 39 19 0 07 Nov 2023
LP-OVOD: Open-Vocabulary Object Detection by Linear Probing Chau Pham Truong Vu Khoi Duc Minh Nguyen ObjD 22 16 0 26 Oct 2023
Proposal-Contrastive Pretraining for Object Detection from Fewer Data Quentin Bouniot Romaric Audigier Angélique Loesch Amaury Habrard ViT 36 2 0 25 Oct 2023
CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection Chuofan Ma Yi-Xin Jiang Xin Wen Zehuan Yuan Xiaojuan Qi ObjD VLM 31 48 0 25 Oct 2023
SegLoc: Visual Self-supervised Learning Scheme for Dense Prediction Tasks of Security Inspection X-ray Images Shervin Halat Mohammad Rahmati Ehsan Nazerfard 46 0 0 12 Oct 2023
Region-centric Image-Language Pretraining for Open-Vocabulary Detection Dahun Kim A. Angelova Weicheng Kuo ObjD VLM 17 3 0 29 Sep 2023
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation Jiahao Xie Wei Li Xiangtai Li Ziwei Liu Yew-Soon Ong Chen Change Loy DiffM VLM 72 35 0 22 Sep 2023
Contrastive Feature Masking Open-Vocabulary Vision Transformer Dahun Kim A. Angelova Weicheng Kuo ObjD VLM 23 27 0 02 Sep 2023
Exploring Multi-Modal Contextual Knowledge for Open-Vocabulary Object Detection Yifan Xu Mengdan Zhang Xiaoshan Yang Changsheng Xu ObjD 32 5 0 30 Aug 2023
Multi-Label Self-Supervised Learning with Scene Images Kevin Zhu Minghao Fu Jianxin Wu SSL 27 14 0 07 Aug 2023
Revisiting DETR Pre-training for Object Detection Yan Ma Weicong Liang Bo-Ying Chen Yiduo Hao Bojian Hou Xiangyu Yue Chao Zhang Yuhui Yuan VLM ViT 35 4 0 02 Aug 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 35 0 0 28 Jul 2023
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection Ming Li Jie Wu Xionghui Wang Chen Chen Jie Qin Xu Xiao Rui Wang Min Zheng Xin Pan ObjD VLM 32 18 0 20 Jul 2023
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future Chaoyang Zhu Long Chen ObjD VLM 31 32 0 18 Jul 2023
GraSS: Contrastive Learning with Gradient Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation Zhaoyang Zhang Zhen Ren Chao Tao Yunsheng Zhang Cheng-Shuang Peng Haifeng Li SSL 43 12 0 28 Jun 2023
Building Flyweight FLIM-based CNNs with Adaptive Decoding for Object Detection L. Joao A. M. Sousa Bianca Martins Santos S. Guimarães J. Gomes Ewa Kijak A. X. Falcão ObjD 21 0 0 26 Jun 2023
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning Shaofeng Zhang Feng Zhu Rui Zhao Junchi Yan 27 17 0 23 Jun 2023
FLSL: Feature-level Self-supervised Learning Qing Su Anton Netchaev Hai Helen Li Shihao Ji 29 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 34 11 0 08 Jun 2023
Coarse Is Better? A New Pipeline Towards Self-Supervised Learning with Uncurated Images Ke Zhu Yin He Jianxin Wu 30 4 0 07 Jun 2023
CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception Jiachen Sun Haizhong Zheng Qingzhao Zhang Atul Prakash Z. Morley Mao Chaowei Xiao SSL 16 10 0 01 Jun 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models Zhimin Chen Longlong Jing Yingwei Li Bing Li 32 31 0 15 May 2023
Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision Transformers Dahun Kim A. Angelova Weicheng Kuo ObjD ViT VLM 33 73 0 11 May 2023
Contrastive Mean Teacher for Domain Adaptive Object Detectors Shengcao Cao D. Joshi Liangyan Gui Yu-xiong Wang ObjD 42 55 0 04 May 2023