Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

50 / 2,357 papers shown

Title
Generalized Category Discovery with Clustering Assignment Consistency Xiangli Yang Xinglin Pan Irwin King Zenglin Xu 56 2 0 30 Oct 2023
CHAIN: Exploring Global-Local Spatio-Temporal Information for Improved Self-Supervised Video Hashing Rukai Wei Yu Liu Jingkuan Song Heng Cui Yanzhao Xie Ke Zhou 58 10 0 29 Oct 2023
Identifiable Contrastive Learning with Automatic Feature Importance Discovery Qi Zhang Yifei Wang Yisen Wang 74 13 0 29 Oct 2023
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation Jiatai Wang Zhiwei Xu Xin Wang Tao Li 55 1 0 29 Oct 2023
Simple and Asymmetric Graph Contrastive Learning without Augmentations Teng Xiao Huaisheng Zhu Zhengyu Chen Suhang Wang 89 35 0 29 Oct 2023
Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models Shentong Mo Zhun Sun Chao Li 26 2 0 28 Oct 2023
Pre-training with Random Orthogonal Projection Image Modeling Maryam Haghighat Peyman Moghadam Shaheer Mohamed Piotr Koniusz VLM 85 9 0 28 Oct 2023
Patch-Wise Self-Supervised Visual Representation Learning: A Fine-Grained Approach Ali Javidani Mohammad Amin Sadeghi Babak N. Araabi 96 0 0 28 Oct 2023
Hierarchical Mutual Information Analysis: Towards Multi-view Clustering in The Wild Jiatai Wang Zhiwei Xu Xuewen Yang Xin Wang 33 0 0 28 Oct 2023
ReConTab: Regularized Contrastive Representation Learning for Tabular Data Suiyao Chen Jing Wu N. Hovakimyan Handong Yao 87 36 0 28 Oct 2023
Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning Denis Janiak Jakub Binkowski Piotr Bielak Tomasz Kajdanowicz SSL UQCV 57 0 0 27 Oct 2023
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering Zijie Song Zhenzhen Hu Richang Hong SSL 111 0 0 27 Oct 2023
Combating Representation Learning Disparity with Geometric Harmonization Zhihan Zhou Jiangchao Yao Feng Hong Ya Zhang Bo Han Yanfeng Wang 73 14 0 26 Oct 2023
OTMatch: Improving Semi-Supervised Learning with Optimal Transport Zhiquan Tan Kaipeng Zheng Weiran Huang OT 82 8 0 26 Oct 2023
Understanding the Effects of Projectors in Knowledge Distillation Yudong Chen Sen Wang Jiajun Liu Xuwei Xu Frank de Hoog Brano Kusy Zi Huang 94 0 0 26 Oct 2023
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder Huiwon Jang Jihoon Tack Daewon Choi Jongheon Jeong Jinwoo Shin 74 3 0 25 Oct 2023
Unpaired MRI Super Resolution with Contrastive Learning Hao Li Quanwei Liu Tao Huang Xiling Liu Yanni Dong Wei Chen Zhihan Lv MedIm SupR 57 0 0 24 Oct 2023
Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-training Divij Gupta Ali Etemad 93 2 0 23 Oct 2023
Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules Zhiyuan Liu Yaorui Shi An Zhang Enzhi Zhang Kenji Kawaguchi Xiang Wang Tat-Seng Chua AI4CE 88 40 0 23 Oct 2023
SAMCLR: Contrastive pre-training on complex scenes using SAM for view sampling Benjamin Missaoui Chongbin Yuan VLM 59 1 0 23 Oct 2023
Pre-Training LiDAR-Based 3D Object Detectors Through Colorization Tai-Yu Pan Chenyang Ma Tianle Chen Cheng Perng Phoo Katie Z Luo Yurong You Mark E. Campbell Kilian Q. Weinberger B. Hariharan Wei-Lun Chao 3DPC 98 4 0 23 Oct 2023
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition Megha Thukral H. Haresamudram Thomas Ploetz 97 8 0 22 Oct 2023
Learning Invariant Molecular Representation in Latent Discrete Space Zhuang Xiang Qiang Zhang Keyan Ding Yatao Bian Xiao Wang Jingsong Lv Hongyang Chen Huajun Chen OOD 99 20 0 22 Oct 2023
Learning with Unmasked Tokens Drives Stronger Vision Learners Taekyung Kim Sanghyuk Chun Byeongho Heo Dongyoon Han SSL 100 2 0 20 Oct 2023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey Oriane Siméoni Éloi Zablocki Spyros Gidaris Gilles Puy Patrick Pérez 82 14 0 19 Oct 2023
Representation Learning via Consistent Assignment of Views over Random Partitions T. Silva Adín Ramirez Rivera SSL 126 3 0 19 Oct 2023
MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features Huayu Li Ana S. Carreon-Rascon Xiwen Chen Geng Yuan Ao Li AI4TS 38 5 0 19 Oct 2023
Improving Representation Learning for Histopathologic Images with Cluster Constraints Weiyi Wu Chongyang Gao Joseph DiPalma Soroush Vosoughi Saeed Hassanpour 77 3 0 18 Oct 2023
Self-supervision meets kernel graph neural models: From architecture to augmentations Jiawang Dan Ruofan Wu Yunpeng Liu Baokun Wang Changhua Meng ... Tianyi Zhang Ningtao Wang Xin Fu Qi Li Weiqiang Wang SSL 78 1 0 17 Oct 2023
An Empirical Study of Self-supervised Learning with Wasserstein Distance Makoto Yamada Yuki Takezawa Guillaume Houry Kira Michaela Dusterwald Deborah Sulem Han Zhao Yao-Hung Hubert Tsai 66 1 0 16 Oct 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings Zhuofeng Wu Chaowei Xiao V. Vydiswaran 61 2 0 15 Oct 2023
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking Yang Yu Qi Liu Kai Zhang Yuren Zhang Chao Song Min Hou Yuqing Yuan Zhihao Ye Zaixin Zhang Sanshi Lei Yu 66 2 0 15 Oct 2023
Protein 3D Graph Structure Learning for Robust Structure-based Protein Property Prediction Yufei Huang Siyuan Li Jin Su Lirong Wu Odin Zhang ... Zihan Liu Zhangyang Gao Yuyang Liu Jiangbin Zheng Stan. ZQ. Li 3DV 107 14 0 14 Oct 2023
Pairwise Similarity Learning is SimPLE Yandong Wen Weiyang Liu Yao Feng Bhiksha Raj Rita Singh Adrian Weller Michael J. Black Bernhard Schölkopf 128 6 0 13 Oct 2023
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection Zhicheng Guo C. Ding Duc H. Do Amit Shah Randall J Lee Xiao Hu Cynthia Rudin 47 2 0 13 Oct 2023
SIDE: Self-supervised Intermediate Domain Exploration for Source-free Domain Adaptation Jiamei Liu Han Sun Yizhen Jia Jie Qin Huiyu Zhou Ningzhong Liu TTA 93 0 0 13 Oct 2023
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders Jan Dubiñski Stanislaw Pawlak Franziska Boenisch Tomasz Trzciñski Adam Dziedzic AAML 52 5 0 12 Oct 2023
UniPAD: A Universal Pre-training Paradigm for Autonomous Driving Honghui Yang Sha Zhang Di Huang Xiaoyang Wu Haoyi Zhu ... Hengshuang Zhao Qibo Qiu Binbin Lin Xiaofei He Wanli Ouyang SSL 113 51 0 12 Oct 2023
DualAug: Exploiting Additional Heavy Augmentation with OOD Data Rejection Zehao Wang Yiwen Guo Qizhang Li Guanglei Yang Wangmeng Zuo 69 0 0 12 Oct 2023
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping Tim Lebailly Thomas Stegmüller Behzad Bozorgtabar Jean-Philippe Thiran Tinne Tuytelaars SSL 127 8 0 11 Oct 2023
Self-supervised Representation Learning From Random Data Projectors Yi Sui Tongzi Wu Jesse C. Cresswell Ga Wu George Stein Xiao Shi Huang Xiaochen Zhang M. Volkovs 96 11 0 11 Oct 2023
Survey on Imbalanced Data, Representation Learning and SEP Forecasting Josias Moukpe AI4TS 112 0 0 11 Oct 2023
ProtoHPE: Prototype-guided High-frequency Patch Enhancement for Visible-Infrared Person Re-identification Gui-Xu Zhang Yongfei Zhang Zichang Tan 68 11 0 11 Oct 2023
Improving mitosis detection on histopathology images using large vision-language models Ruiwen Ding James Hall Neil Tenenholtz Kristen Severson VLM 74 6 0 11 Oct 2023
Latent Diffusion Counterfactual Explanations Karim Farid Simon Schrodi Max Argus Thomas Brox DiffM 99 14 0 10 Oct 2023
Adaptive Multi-head Contrastive Learning Lei Wang Piotr Koniusz Tom Gedeon Liang Zheng 109 5 0 09 Oct 2023
Generalized Neural Collapse for a Large Number of Classes Jiachen Jiang Jinxin Zhou Peng Wang Qing Qu Dustin Mixon Chong You Zhihui Zhu AI4CE 82 28 0 09 Oct 2023
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words Robin Algayres Pablo Diego-Simon Benoît Sagot Emmanuel Dupoux 96 2 0 08 Oct 2023
Transferable Availability Poisoning Attacks Yiyong Liu Michael Backes Xiao Zhang AAML 78 3 0 08 Oct 2023
Enhancing Representations through Heterogeneous Self-Supervised Learning Zhongyu Li Bo-Wen Yin Yongxiang Liu Li Liu Ming-Ming Cheng SSL 62 2 0 08 Oct 2023