Weakly Supervised Contrastive Learning

10 October 2021

Papers citing "Weakly Supervised Contrastive Learning"

50 / 73 papers shown

Title
A Weak Supervision Learning Approach Towards an Equitable Parking Lot Occupancy Estimation Theophilus Aidoo Till Koebe Akansh Maurya Hewan Shrestha Ingmar Weber 31 0 0 07 May 2025
SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training Shuang Zeng Lei Zhu Xinliang Zhang Hangzhou He Yanye Lu VLM 42 0 0 20 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 47 0 0 10 Apr 2025
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery Shijie Ma Fei Zhu Xu-Yao Zhang Cheng-Lin Liu 31 1 0 02 Apr 2025
Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding Jinlong Li Cristiano Saltori Fabio Poiesi N. Sebe 168 0 0 20 Mar 2025
Open-Vocabulary Mobile Manipulation Based on Double Relaxed Contrastive Learning with Dense Labeling Daichi Yashima Ryosuke Korekata Komei Sugiura 72 0 0 21 Dec 2024
Multi-label Sequential Sentence Classification via Large Language Model Mengfei Lan Lecheng Zheng Shufan Ming Halil Kilicoglu 64 1 0 23 Nov 2024
Contrastive Learning-based User Identification with Limited Data on Smart Textiles Yunkang Zhang Ziyu Wu Zhen Liang Fangting Xie Quan Wan Mingjie Zhao Xiaohui Cai 33 0 0 06 Sep 2024
Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images Wenlin Li Yucheng Xu Xiaoqing Zheng Suoya Han Jun Wang Xiaobo Sun 36 0 0 03 Sep 2024
SAU: A Dual-Branch Network to Enhance Long-Tailed Recognition via Generative Models Guangxi Li Yinsheng Song Mingkai Zheng 41 0 0 29 Aug 2024
Bootstrap Latents of Nodes and Neighbors for Graph Self-Supervised Learning Yunhui Liu Huaisong Zhang Tieke He Tao Zheng Jianhua Zhao SSL 32 5 0 09 Aug 2024
Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models Xiaoyu Zhu Hao Zhou Pengfei Xing Long Zhao Hao Xu Junwei Liang Alex Hauptmann Ting Liu Andrew C. Gallagher DiffM 59 4 0 18 Jul 2024
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining Yi Wang C. Albrecht Xiao Xiang Zhu 37 6 0 30 May 2024
InfRS: Incremental Few-Shot Object Detection in Remote Sensing Images Wuzhou Li Jiawei Zhou Xiang Li Yi Cao Guanglu Jin Xuemin Zhang 46 1 0 18 May 2024
SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection Yingguang Yang Qi Wu Buyun He Hao Peng Renyu Yang Zhifeng Hao Yong Liao AAML 58 5 0 18 May 2024
Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition Marah Halawa Florian Blume Pia Bideau Martin Maier Rasha Abdel Rahman Olaf Hellwich CVBM 36 1 0 16 Apr 2024
TransFusion: Contrastive Learning with Transformers Huanran Li Daniel Pimentel-Alarcón 36 0 0 27 Mar 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
Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training L. Park Jaeuk Kim Myung Gyo Oh Jaewoo Park T.-H. Kwon AAML 32 5 0 19 Feb 2024
Contrastive Multiple Instance Learning for Weakly Supervised Person ReID Jacob Tyo Zachary Chase Lipton SSL 32 0 0 12 Feb 2024
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation Yongkang Wang Xuan Liu Feng Huang Zhankun Xiong Wen Zhang 52 14 0 25 Dec 2023
Time-Series Contrastive Learning against False Negatives and Class Imbalance Xi Jin Jing Wang Lei Liu Youfang Lin 26 1 0 19 Dec 2023
Contextually Affinitive Neighborhood Refinery for Deep Clustering Chunlin Yu Ye-ling Shi Jingya Wang 34 5 0 12 Dec 2023
Contrastive Learning of View-Invariant Representations for Facial Expressions Recognition Shuvendu Roy Ali Etemad 39 2 0 12 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 45 5 0 01 Nov 2023
Generalized Category Discovery with Clustering Assignment Consistency Xiangli Yang Xinglin Pan Irwin King Zenglin Xu 28 2 0 30 Oct 2023
Graph Ranking Contrastive Learning: A Extremely Simple yet Efficient Method Yulan Hu Ouyang Sheng Jingyu Liu Ge Chen Zhirui Yang Junchen Wan Fuzheng Zhang Zhongyuan Wang Yong Liu 31 0 0 23 Oct 2023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey Oriane Siméoni Éloi Zablocki Spyros Gidaris Gilles Puy Patrick Pérez 29 10 0 19 Oct 2023
CAMEL2: Enhancing weakly supervised learning for histopathology images by incorporating the significance ratio Gang Xu Shuhao Wang Lingyu Zhao Xiao Chen Tongwei Wang ... Wei Ba Zhigang Song Huaiyin Shi Dingrong Zhong Jianpeng Ma 16 1 0 09 Oct 2023
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning Thanh Nguyen T. Pham Chaoning Zhang Tung M. Luu Thang Vu Chang D. Yoo 27 9 0 21 Sep 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 26 0 0 21 Aug 2023
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning Lihe Yang Zhen Zhao Lei Qi Yu Qiao Yinghuan Shi Hengshuang Zhao 19 15 0 13 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency Mingkai Zheng Shan You Lang Huang Chen Luo Fei Wang Chao Qian Chang Xu SSL 29 7 0 13 Aug 2023
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery Yun-Qiu Lv Jing Zhang Nick Barnes Yuchao Dai 26 11 0 07 Jul 2023
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs Z. Yang Tinglin Huang Ming Ding Yuxiao Dong Rex Ying Yukuo Cen Yangli-ao Geng Jie Tang SSL VLM 26 9 0 06 Jun 2023
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning Zhe Huang B. Wessler M. C. Hughes 22 3 0 25 May 2023
S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions Sangwoo Mo Minkyu Kim Kyungmin Lee Jinwoo Shin VLM CLIP 44 21 0 23 May 2023
EnSiam: Self-Supervised Learning With Ensemble Representations Kai Han Minsik Lee SSL 24 0 0 22 May 2023
Sample-Specific Debiasing for Better Image-Text Models Peiqi Wang Yingcheng Liu Ching-Yun Ko W. Wells Seth Berkowitz Steven Horng Polina Golland SSL MedIm 22 1 0 25 Apr 2023
Dynamic Conceptional Contrastive Learning for Generalized Category Discovery Nan Pu Zhun Zhong N. Sebe 18 60 0 30 Mar 2023
Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning Weixuan Sun Jiayi Zhang Jianyuan Wang Zheyuan Liu Yiran Zhong Tianpeng Feng Yandong Guo Yanhao Zhang Nick Barnes SSL 21 43 0 20 Mar 2023
Learning Visual Representations via Language-Guided Sampling Mohamed El Banani Karan Desai Justin Johnson SSL VLM 19 28 0 23 Feb 2023
InfoNCE Loss Provably Learns Cluster-Preserving Representations Advait Parulekar Liam Collins Karthikeyan Shanmugam Aryan Mokhtari Sanjay Shakkottai SSL 34 20 0 15 Feb 2023
Fairness-aware Multi-view Clustering Lecheng Zheng Yada Zhu Jingrui He 31 5 0 11 Feb 2023
Learning Generalized Hybrid Proximity Representation for Image Recognition Zhiyuan Li Anca L. Ralescu 26 3 0 31 Jan 2023
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault SSL 19 6 0 21 Dec 2022
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery Shengxiang Zhang Salman Khan Zhiqiang Shen Muzammal Naseer Guangyi Chen F. Khan CLL VLM 21 58 0 11 Dec 2022
Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data Augmentation Atsuyuki Miyai Qing Yu Daiki Ikami Go Irie Kiyoharu Aizawa SSL 30 5 0 23 Oct 2022
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text Zifeng Wang Zhenbang Wu Dinesh Agarwal Jimeng Sun CLIP VLM MedIm 34 397 0 18 Oct 2022
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning Kangning Liu Weicheng Zhu Yiqiu Shen Sheng Liu N. Razavian Krzysztof J. Geras C. Fernandez‐Granda SSL 28 24 0 17 Oct 2022