Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

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Title
Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point Clouds Zhuheng Lu Yuewei Dai Weiqing Li Zhiyong Su 3DPC 43 4 0 02 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 30 6 0 02 Nov 2022
Augmentation Invariant Manifold Learning Shulei Wang 70 1 0 01 Nov 2022
RGMIM: Region-Guided Masked Image Modeling for Learning Meaningful Representation from X-Ray Images Guang Li Ren Togo Takahiro Ogawa Miki Haseyama 29 0 0 01 Nov 2022
Pixel-Wise Contrastive Distillation Junqiang Huang Zichao Guo 57 4 0 01 Nov 2022
Unified Optimal Transport Framework for Universal Domain Adaptation Wanxing Chang Ye Shi H. Tuan Jingya Wang OT 29 61 0 31 Oct 2022
DUEL: Adaptive Duplicate Elimination on Working Memory for Self-Supervised Learning Won-Seok Choi Dong-Sig Han Hyun-Dong Lee Junseok Park Byoung-Tak Zhang 40 1 0 31 Oct 2022
Unsupervised Learning of Structured Representations via Closed-Loop Transcription Shengbang Tong Xili Dai Yubei Chen Mingyang Li Zengyi Li Brent Yi Yann LeCun Yi Ma SSL DRL 67 7 0 30 Oct 2022
ISG: I can See Your Gene Expression Yan Yang Liyuan Pan Liu Liu Eric A. Stone VLM 31 1 0 30 Oct 2022
Rare Wildlife Recognition with Self-Supervised Representation Learning Xiaochen Zheng SSL 25 2 0 29 Oct 2022
FUSSL: Fuzzy Uncertain Self Supervised Learning S. Mohamadi Gianfranco Doretto Donald Adjeroh 40 6 0 28 Oct 2022
Facial Video-based Remote Physiological Measurement via Self-supervised Learning Zijie Yue Miaojing Shi Shuai Ding CVBM 71 39 0 27 Oct 2022
Improved Feature Distillation via Projector Ensemble Yudong Chen Sen Wang Jiajun Liu Xuwei Xu Frank de Hoog Zi Huang 44 38 0 27 Oct 2022
Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models Chaofan Ma Yu-Hao Yang Yanfeng Wang Ya Zhang Weidi Xie VLM 36 48 0 27 Oct 2022
Federated Graph Representation Learning using Self-Supervision Susheel Suresh Daniel Godbout Arko Provo Mukherjee Mayank Shrivastava Jennifer Neville Pan Li OOD FedML 43 2 0 27 Oct 2022
Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada K. Kashino SSL 47 31 0 26 Oct 2022
UFO2: A unified pre-training framework for online and offline speech recognition Li Fu Siqi Li Qingtao Li L. Deng Fangzhu Li Lu Fan Meng Chen Xiaodong He OffRL 49 8 0 26 Oct 2022
CLIP-FLow: Contrastive Learning by semi-supervised Iterative Pseudo labeling for Optical Flow Estimation Zhiqi Zhang Nitin Bansal Changjiang Cai Pan Ji Qingan Yan Xiangyu Xu Yi Tian Xu 60 5 0 25 Oct 2022
MOFormer: Self-Supervised Transformer model for Metal-Organic Framework Property Prediction Zhonglin Cao Rishikesh Magar Yuyang Wang A. Farimani AI4CE 28 89 0 25 Oct 2022
The Curious Case of Benign Memorization Sotiris Anagnostidis Gregor Bachmann Lorenzo Noci Thomas Hofmann AAML 54 9 0 25 Oct 2022
FedClassAvg: Local Representation Learning for Personalized Federated Learning on Heterogeneous Neural Networks Jaehee Jang Heonseok Ha Dahuin Jung Sungroh Yoon FedML 34 41 0 25 Oct 2022
From Points to Functions: Infinite-dimensional Representations in Diffusion Models Sarthak Mittal Guillaume Lajoie Stefan Bauer Arash Mehrjou DiffM 47 30 0 25 Oct 2022
Contrastive Representation Learning for Gaze Estimation Swati Jindal Roberto Manduchi 33 13 0 24 Oct 2022
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with Transformers Zhiwei Lin Ze Yang Yongtao Wang ViT 44 2 0 24 Oct 2022
Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices Oshan Jayawardena Fariza Rashid Suranga Seneviratne 24 1 0 24 Oct 2022
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future Guo-Jun Qi M. Shah SSL 28 8 0 23 Oct 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 48 5 0 23 Oct 2022
Neural Eigenfunctions Are Structured Representation Learners Zhijie Deng Jiaxin Shi Hao Zhang Peng Cui Cewu Lu Jun Zhu 60 14 0 23 Oct 2022
Query Semantic Reconstruction for Background in Few-Shot Segmentation Haoyan Guan Michael W. Spratling 34 3 0 21 Oct 2022
HCL: Improving Graph Representation with Hierarchical Contrastive Learning Jun Wang Weixun Li Changyu Hou Xin Tang Yixuan Qiao Rui Fang Pengyong Li Peng Gao Guowang Xie 38 1 0 21 Oct 2022
Twin Contrastive Learning for Online Clustering Yunfan Li Mouxing Yang Dezhong Peng Taihao Li Jian-Tao Huang Xiaocui Peng 33 107 0 21 Oct 2022
VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and Uncertainty-Spectrum Modeling Beiwen Tian Liyi Luo Hao Zhao Guyue Zhou 32 23 0 20 Oct 2022
Self-Supervised Learning via Maximum Entropy Coding Xin Liu Zhongdao Wang Yali Li Shengjin Wang SSL 50 41 0 20 Oct 2022
MixMask: Revisiting Masking Strategy for Siamese ConvNets Kirill Vishniakov Eric P. Xing Zhiqiang Shen 18 0 0 20 Oct 2022
Towards Sustainable Self-supervised Learning Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan CLL 72 7 0 20 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 46 9 0 20 Oct 2022
Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation Zefan Yang Di Lin Dong Ni Yi Wang 20 12 0 20 Oct 2022
Does Learning from Decentralized Non-IID Unlabeled Data Benefit from Self Supervision? Lirui Wang Kai Zhang Yunzhu Li Yonglong Tian Russ Tedrake 39 16 0 20 Oct 2022
Palm up: Playing in the Latent Manifold for Unsupervised Pretraining Hao Liu Tom Zahavy Volodymyr Mnih Satinder Singh SSL 43 7 0 19 Oct 2022
A Unified View of Masked Image Modeling Zhiliang Peng Li Dong Hangbo Bao QiXiang Ye Furu Wei VLM 66 35 0 19 Oct 2022
Learning Transferable Adversarial Robust Representations via Multi-view Consistency Minseon Kim Hyeonjeong Ha Dong Bok Lee Sung Ju Hwang 40 0 0 19 Oct 2022
Effective Targeted Attacks for Adversarial Self-Supervised Learning Minseon Kim Hyeonjeong Ha Sooel Son Sung Ju Hwang AAML 41 3 0 19 Oct 2022
Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation Shentong Mo Zhun Sun Chao Li 15 11 0 18 Oct 2022
Transferable Unlearnable Examples Jie Ren Han Xu Yuxuan Wan Xingjun Ma Lichao Sun Jiliang Tang 41 36 0 18 Oct 2022
Unsupervised visualization of image datasets using contrastive learning Jan Boehm Philipp Berens D. Kobak SSL 51 15 0 18 Oct 2022
Towards Efficient and Effective Self-Supervised Learning of Visual Representations Sravanti Addepalli Kaushal Bhogale Priyam Dey R. Venkatesh Babu SSL 18 8 0 18 Oct 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 28 6 0 18 Oct 2022
Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection Xin Li Botian Shi Yuenan Hou Xingjiao Wu Tianlong Ma Yikang Li Liangbo He 3DPC 25 49 0 18 Oct 2022
Planning for Sample Efficient Imitation Learning Zhao-Heng Yin Weirui Ye Qifeng Chen Yang Gao OffRL 44 21 0 18 Oct 2022
Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material Classification Prakash Chandra Chhipa Richa Upadhyay Rajkumar Saini Lars Lindqvist R. Nordenskjöld Seiichi Uchida Marcus Liwicki MDE 23 2 0 18 Oct 2022