Dense Semantic Contrast for Self-Supervised Visual Representation Learning

16 September 2021

Papers citing "Dense Semantic Contrast for Self-Supervised Visual Representation Learning"

26 / 26 papers shown

Title
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning Yuting He Boyu Wang Rongjun Ge Yang Chen Guanyu Yang Shuo Li MedIm AAML 52 2 0 07 Feb 2025
Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing Yan Shu Weichao Zeng Zhenhang Li Fangmin Zhao Yu Zhou 25 3 0 05 Feb 2024
MMAPS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization Tao Chen Zexiong Lin Hui Li Jiayi Ji Yiyi Zhou Guanbin Li Rongrong Ji 13 0 0 22 Aug 2023
Contrastive Conditional Latent Diffusion for Audio-visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yun-Qiu Lv Yiran Zhong Yuchao Dai DiffM 18 28 0 31 Jul 2023
Joint Salient Object Detection and Camouflaged Object Detection via Uncertainty-aware Learning Aixuan Li Jing Zhang Yun-Qiu Lv Tong Zhang Yiran Zhong Mingyi He Yuchao Dai 15 2 0 10 Jul 2023
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery Yun-Qiu Lv Jing Zhang Nick Barnes Yuchao Dai 21 11 0 07 Jul 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work Qiangchang Wang Yilong Yin 15 0 0 02 Jun 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 22 0 0 30 Mar 2023
Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training Yuting He Guanyu Yang Rongjun Ge Yang Chen J. Coatrieux Boyu Wang Shuo Li SSL 8 35 0 02 Mar 2023
Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning Kaiyou Song Shanyi Zhang Zihao An Zimeng Luo Tongzhou Wang Jin Xie SSL 14 6 0 13 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 13 2 0 25 Nov 2022
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning Yifei Zhang Chang-rui Liu Yu Zhou Weiping Wang QiXiang Ye Xiangyang Ji SSL ISeg BDL 13 6 0 02 Nov 2022
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition Chuanguang Yang Zhulin An Helong Zhou Fuzhen Zhuang Yongjun Xu Qian Zhang 16 49 0 23 Jul 2022
Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning A. Jaus Kailun Yang Rainer Stiefelhagen 17 17 0 21 Jun 2022
UNITS: Unsupervised Intermediate Training Stage for Scene Text Detection Youhui Guo Yu Zhou Xugong Qin Enze Xie Weiping Wang 11 3 0 10 May 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation A. Ziegler Yuki M. Asano SSL OCL 16 100 0 27 Apr 2022
Representation Learning by Detecting Incorrect Location Embeddings Sepehr Sameni Simon Jenni Paolo Favaro ViT 12 4 0 10 Apr 2022
Contrastive Learning for Automotive mmWave Radar Detection Points Based Instance Segmentation Weiyi Xiong Jianan Liu Yu Xia Tao Huang Bing Zhu Wei Xiang 14 20 0 13 Mar 2022
Sound and Visual Representation Learning with Multiple Pretraining Tasks A. Vasudevan Dengxin Dai Luc Van Gool SSL 17 6 0 04 Jan 2022
TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation Zhao-Heng Yin Pichao Wang Fan Wang Xianzhe Xu Hanling Zhang Hao Li Rong Jin 16 39 0 02 Dec 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 22 4 0 24 Nov 2021
Multi-View Correlation Distillation for Incremental Object Detection Dongbao Yang Yu Zhou Weiping Wang 14 50 0 05 Jul 2021
Exploring Localization for Self-supervised Fine-grained Contrastive Learning Di Wu Siyuan Li Z. Zang Stan Z. Li SSL 24 6 0 30 Jun 2021
Mutual Contrastive Learning for Visual Representation Learning Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu VLM SSL 91 74 0 26 Apr 2021
Gaussian Constrained Attention Network for Scene Text Recognition Zhi Qiao Xugong Qin Yu Zhou Fei Yang Weiping Wang 36 21 0 19 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 235 3,029 0 09 Mar 2020