Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

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Title
Rebalanced Siamese Contrastive Mining for Long-Tailed Recognition Zhisheng Zhong Jiequan Cui Zeming Li Eric Lo Jian Sun Jiaya Jia SSL 108 5 0 22 Mar 2022
Representation Uncertainty in Self-Supervised Learning as Variational Inference Hiroki Nakamura Masashi Okada T. Taniguchi 95 19 0 22 Mar 2022
A Contrastive Objective for Learning Disentangled Representations Jonathan Kahana Yedid Hoshen SSL 67 13 0 21 Mar 2022
Masked Discrimination for Self-Supervised Learning on Point Clouds Haotian Liu Mu Cai Yong Jae Lee 3DPC 126 172 0 21 Mar 2022
Dense Siamese Network for Dense Unsupervised Learning Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy 70 15 0 21 Mar 2022
Towards Self-Supervised Gaze Estimation Arya Farkhondeh Cristina Palmero Simone Scardapane Sergio Escalera SSL 83 7 0 21 Mar 2022
Compression of Generative Pre-trained Language Models via Quantization Chaofan Tao Lu Hou Wei Zhang Lifeng Shang Xin Jiang Qun Liu Ping Luo Ngai Wong MQ 80 104 0 21 Mar 2022
Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation Zongyang Ma Guan Luo Jin Gao Liang Li Yuxin Chen Shaoru Wang Congxuan Zhang Weiming Hu VLM ObjD 152 84 0 20 Mar 2022
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization Canjie Luo Lianwen Jin Jingdong Chen SSL AI4TS 92 30 0 20 Mar 2022
Partitioning Image Representation in Contrastive Learning Hyunsub Lee Heeyoul Choi SSL DRL 39 1 0 20 Mar 2022
No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection Mohamed Yousef Marcel R. Ackermann Unmesh Kurup Tom E. Bishop OODD OOD 95 3 0 19 Mar 2022
Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation Gu Wang Fabian Manhardt Xingyu Liu Xiangyang Ji F. Tombari SSL 81 59 0 19 Mar 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 126 62 0 19 Mar 2022
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation Moucheng Xu Yukun Zhou Chen Jin Stefano B. Blumberg Frederick J Wilson M. Groot Daniel C. Alexander N. Oxtoby Joseph Jacob 87 15 0 19 Mar 2022
Discovering Objects that Can Move Zhipeng Bao P. Tokmakov Allan Jabri Yu-Xiong Wang Adrien Gaidon M. Hebert OCL 108 44 0 18 Mar 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation Tianfei Zhou Meijie Zhang Fang Zhao Jianwu Li 104 128 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 110 89 0 16 Mar 2022
X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation Yinan He Gengshi Huang Siyu Chen Jianing Teng Wang Kun Zhen-fei Yin Lu Sheng Ziwei Liu Yu Qiao Jing Shao VLM SSL ViT 107 7 0 16 Mar 2022
Weak Augmentation Guided Relational Self-Supervised Learning Mingkai Zheng Shan You Fei Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu 89 5 0 16 Mar 2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation Xueqi Hu Xinyue Zhou Qiusheng Huang Zhengyi Shi Li Sun Qingli Li 65 82 0 16 Mar 2022
Data Efficient 3D Learner via Knowledge Transferred from 2D Model Ping Yu Cheng Sun Min Sun 3DPC 63 11 0 16 Mar 2022
SCD: Self-Contrastive Decorrelation for Sentence Embeddings T. Klein Moin Nabi SSL 54 26 0 15 Mar 2022
SISL:Self-Supervised Image Signature Learning for Splicing Detection and Localization Susmit Agrawal Prabhat Kumar Siddharth Seth T. Parag M. Singh R. Venkatesh Babu 88 11 0 15 Mar 2022
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization Yabin Zhang Minghan Li Ruihuang Li Kui Jia Lei Zhang OOD 134 168 0 15 Mar 2022
Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images Prakash Chandra Chhipa Richa Upadhyay G. Pihlgren Rajkumar Saini Seiichi Uchida Marcus Liwicki SSL MedIm 72 19 0 15 Mar 2022
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering Jun Gao Wei Wang Changlong Yu Huan Zhao Wilfred Ng Ruifeng Xu SSL DRL 66 26 0 15 Mar 2022
Task-Agnostic Robust Representation Learning A. Nguyen Ser Nam Lim Philip Torr SSL OOD 18 4 0 15 Mar 2022
Disentangled Representation Learning for Text-Video Retrieval Qiang Wang Yanhao Zhang Yun Zheng Pan Pan Xiansheng Hua 79 81 0 14 Mar 2022
Rethinking Minimal Sufficient Representation in Contrastive Learning Haoqing Wang Xun Guo Zhiwei Deng Yan Lu SSL 78 76 0 14 Mar 2022
Cross-View-Prediction: Exploring Contrastive Feature for Hyperspectral Image Classification Haotian Wu Anyu Zhang Zeyu Cao SSL 27 0 0 14 Mar 2022
UniVIP: A Unified Framework for Self-Supervised Visual Pre-training Zhaowen Li Yousong Zhu Fan Yang Wei Li Chaoyang Zhao ... Jiahao Xie Liwei Wu Rui Zhao Ming Tang Jinqiao Wang 83 37 0 14 Mar 2022
SimMatch: Semi-supervised Learning with Similarity Matching Mingkai Zheng Shan You Lang Huang Fei Wang Chao Qian Chang Xu 115 183 0 14 Mar 2022
Neuromorphic Data Augmentation for Training Spiking Neural Networks Yuhang Li Youngeun Kim Hyoungseob Park Tamar Geller Priyadarshini Panda 108 79 0 11 Mar 2022
Towards Self-Supervised Learning of Global and Object-Centric Representations Federico Baldassarre Hossein Azizpour SSL 3DPC OCL 103 13 0 11 Mar 2022
Transfer of Representations to Video Label Propagation: Implementation Factors Matter Daniel McKee Zitong Zhan Bing Shuai Davide Modolo Joseph Tighe Svetlana Lazebnik SSL 53 4 0 10 Mar 2022
LoopITR: Combining Dual and Cross Encoder Architectures for Image-Text Retrieval Jie Lei Xinlei Chen Ning Zhang Meng-xing Wang Joey Tianyi Zhou Tamara L. Berg Licheng Yu 115 12 0 10 Mar 2022
Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Zhuo Wang Zezheng Wang Zitong Yu Weihong Deng Jiahong Li Tingting Gao Zhong Wang CVBM 87 127 0 10 Mar 2022
Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability Ruifei He Shuyang Sun Jihan Yang Song Bai Xiaojuan Qi 96 37 0 10 Mar 2022
MetAug: Contrastive Learning via Meta Feature Augmentation Jiangmeng Li Jingyao Wang Changwen Zheng Fuchun Sun Hui Xiong 94 24 0 10 Mar 2022
Temporal Difference Learning for Model Predictive Control Nicklas Hansen Xiaolong Wang H. Su PINN MU 101 255 0 09 Mar 2022
Towards Inadequately Pre-trained Models in Transfer Learning Andong Deng Xingjian Li Di Hu Tianyang Wang Haoyi Xiong Chengzhong Xu 23 6 0 09 Mar 2022
Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations Sachith Seneviratne K. Nice J. Wijnands Mark Stevenson Jason Thompson SSL 46 8 0 08 Mar 2022
Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation Alvaro Gomariz Huanxiang Lu Yun Yvonna Li Thomas Albrecht Andreas Maunz Fethallah Benmansour A. Valcarcel Jennifer Luu Daniela Ferrara O. Goksel 69 12 0 07 Mar 2022
HEAR: Holistic Evaluation of Audio Representations Joseph P. Turian Jordie Shier H. Khan Bhiksha Raj Björn W. Schuller ... P. Esling Pranay Manocha Shinji Watanabe Zeyu Jin Yonatan Bisk 135 108 0 06 Mar 2022
Consistent Representation Learning for Continual Relation Extraction Kang Zhao Hua Xu Jian Yang Kai Gao CLL 78 57 0 05 Mar 2022
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation D. Torbunov Yi Huang Haiwang Yu Jin-zhi Huang Shinjae Yoo Meifeng Lin B. Viren Yihui Ren ViT 100 85 0 04 Mar 2022
Class-Aware Contrastive Semi-Supervised Learning Fan Yang Kai Wu Shuyi Zhang Guannan Jiang Yong Liu Feng Zheng Wei Zhang Chengjie Wang Long Zeng 67 100 0 04 Mar 2022
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning Weixin Liang Yuhui Zhang Yongchan Kwon Serena Yeung James Zou VLM 149 430 0 03 Mar 2022
Measuring Self-Supervised Representation Quality for Downstream Classification using Discriminative Features Neha Kalibhat Kanika Narang Hamed Firooz Maziar Sanjabi Soheil Feizi SSL 150 8 0 03 Mar 2022
On Learning Contrastive Representations for Learning with Noisy Labels Linya Yi Sheng Liu Qi She A. McLeod Boyu Wang NoLa 82 41 0 03 Mar 2022