Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

50 / 2,309 papers shown

Title
Transferability Metrics for Selecting Source Model Ensembles A. Agostinelli J. Uijlings Thomas Mensink V. Ferrari 15 23 0 25 Nov 2021
Self-Distilled Self-Supervised Representation Learning J. Jang Seonhoon Kim Kiyoon Yoo Chaerin Kong Jang-Hyun Kim Nojun Kwak SSL 28 14 0 25 Nov 2021
Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation Wen-hui Ma Jinming Zhang Shuang Li Chi Harold Liu Yulin Wang Wei Li ViT 27 11 0 25 Nov 2021
Consistency Regularization for Deep Face Anti-Spoofing Zezheng Wang Zitong Yu Xun Wang Yunxiao Qin Jiahong Li Chenxu Zhao Zhen Lei Xin Liu Size Li Zhongyuan Wang CVBM 24 24 0 24 Nov 2021
RegionCL: Can Simple Region Swapping Contribute to Contrastive Learning? Yufei Xu Qiming Zhang Jing Zhang Dacheng Tao SSL 21 18 0 24 Nov 2021
MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning Siladittya Manna Umapada Pal Saumik Bhattacharya SSL 35 1 0 24 Nov 2021
Learning Representation for Clustering via Prototype Scattering and Positive Sampling Zhizhong Huang Jie Chen Junping Zhang Hongming Shan 36 88 0 23 Nov 2021
RIO: Rotation-equivariance supervised learning of robust inertial odometry Caifa Zhou Xiya Cao Dandan Zeng Yongliang Wang OOD SSL 31 22 0 23 Nov 2021
Few-shot Image Generation with Mixup-based Distance Learning Chaerin Kong Jeesoo Kim D. Han Nojun Kwak 16 22 0 23 Nov 2021
CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning Xin Zhang Zixuan Liu Kaiwen Xiao Tian Shen Junzhou Huang Wei Yang Dimitris Samaras Xiao Han NoLa 55 4 0 23 Nov 2021
Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks Linus Ericsson Henry Gouk Timothy M. Hospedales SSL 16 15 0 22 Nov 2021
SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise Chen Feng Georgios Tzimiropoulos Ioannis Patras NoLa 27 18 0 22 Nov 2021
Monocular Road Planar Parallax Estimation Haobo Yuan Teng Chen Wei Sui Jiafeng Xie Lefei Zhang Yuan Li Qian Zhang 18 4 0 22 Nov 2021
FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks Chaoyang He Alay Dilipbhai Shah Zhenheng Tang Adarshan Naiynar Sivashunmugam Keerti Bhogaraju Mita Shimpi Li Shen Xiaowen Chu Mahdi Soltanolkotabi Salman Avestimehr VLM FedML 37 68 0 22 Nov 2021
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition Peng Wang Jun Wen Chenyang Si Y. Qian Liang Wang SSL 33 42 0 22 Nov 2021
Self-supervised Semi-supervised Learning for Data Labeling and Quality Evaluation Haoping Bai Mengyao Cao Ping Huang Jiulong Shan SSL 31 10 0 22 Nov 2021
HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning Yunsung Lee Teakgyu Hong Han-Cheol Cho Junbum Cha Seungryong Kim SSL 12 0 0 21 Nov 2021
Meta Clustering Learning for Large-scale Unsupervised Person Re-identification Xin Jin Tianyu He Xu Shen Tongliang Liu Xinchao Wang Jianqiang Huang Zhibo Chen Xiansheng Hua 25 12 0 19 Nov 2021
Improving Transferability of Representations via Augmentation-Aware Self-Supervision Hankook Lee Kibok Lee Kimin Lee Honglak Lee Jinwoo Shin SSL 29 51 0 18 Nov 2021
INTERN: A New Learning Paradigm Towards General Vision Jing Shao Siyu Chen Yangguang Li Kun Wang Zhen-fei Yin ... F. Yu Junjie Yan Dahua Lin Xiaogang Wang Yu Qiao 29 34 0 16 Nov 2021
Metric-based multimodal meta-learning for human movement identification via footstep recognition Muhammad Shakeel Katsutoshi Itoyama Kenji Nishida K. Nakadai 29 0 0 15 Nov 2021
Large-Scale Hyperspectral Image Clustering Using Contrastive Learning Yaoming Cai Zijia Zhang Yong-Jin Liu Pedram Ghamisi Kunping Li Xiaobo Liu Z. Cai 22 16 0 15 Nov 2021
iBOT: Image BERT Pre-Training with Online Tokenizer Jinghao Zhou Chen Wei Huiyu Wang Wei Shen Cihang Xie Alan Yuille Tao Kong 21 714 0 15 Nov 2021
Learning Representations for Pixel-based Control: What Matters and Why? Manan Tomar Utkarsh Aashu Mishra Amy Zhang Matthew E. Taylor SSL OffRL 30 24 0 15 Nov 2021
Robust and Accurate Object Detection via Self-Knowledge Distillation Weipeng Xu Pengzhi Chu Renhao Xie Xiongziyan Xiao Hongcheng Huang AAML ObjD 27 4 0 14 Nov 2021
Bag of Tricks and A Strong baseline for Image Copy Detection Wenhao Wang Weipu Zhang Yifan Sun Yi Yang SSL 6 15 0 13 Nov 2021
D $^2$ LV: A Data-Driven and Local-Verification Approach for Image Copy Detection Wenhao Wang Yifan Sun Weipu Zhang Yi Yang 29 7 0 13 Nov 2021
Contrastive Feature Loss for Image Prediction A. Andonian Taesung Park Bryan C. Russell Phillip Isola Jun-Yan Zhu Richard Y. Zhang GAN SSL 48 19 0 12 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 322 7,503 0 11 Nov 2021
Dense Unsupervised Learning for Video Segmentation Nikita Araslanov Simone Schaub-Meyer Stefan Roth VOS 30 30 0 11 Nov 2021
Probabilistic Contrastive Learning for Domain Adaptation Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 43 14 0 11 Nov 2021
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity Pritam Sarkar Ali Etemad SSL 36 11 0 09 Nov 2021
Video Text Tracking With a Spatio-Temporal Complementary Model Yuzhe Gao Xing Li Jiajian Zhang Yu Zhou Dian Jin Jing Wang Shenggao Zhu Xiang Bai 21 17 0 09 Nov 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 86 83 0 08 Nov 2021
CGCL: Collaborative Graph Contrastive Learning without Handcrafted Graph Data Augmentations Tianyu Zhang Yuxiang Ren Wenzheng Feng Weitao Du Xuecang Zhang 34 1 0 05 Nov 2021
Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices Puja Trivedi Ekdeep Singh Lubana Yujun Yan Yaoqing Yang Danai Koutra 45 52 0 05 Nov 2021
MixSiam: A Mixture-based Approach to Self-supervised Representation Learning Xiaoyang Guo Tianhao Zhao Yutian Lin Bo Du SSL 30 6 0 04 Nov 2021
Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity Ran Liu Mehdi Azabou M. Dabagia Chi-Heng Lin M. G. Azar Keith B. Hengen Michal Valko Eva L. Dyer OCL SSL DRL 17 36 0 03 Nov 2021
PatchGame: Learning to Signal Mid-level Patches in Referential Games Kamal Gupta Gowthami Somepalli Anubhav Gupta Vinoj Jayasundara Matthias Zwicker Abhinav Shrivastava 25 3 0 02 Nov 2021
When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? Lijie Fan Sijia Liu Pin-Yu Chen Gaoyuan Zhang Chuang Gan AAML VLM 22 120 0 01 Nov 2021
Towards the Generalization of Contrastive Self-Supervised Learning Weiran Huang Mingyang Yi Xuyang Zhao Zihao Jiang SSL 21 108 0 01 Nov 2021
Self-Verification in Image Denoising Huangxing Lin Yihong Zhuang Delu Zeng Yue Huang Xinghao Ding John Paisley DiffM 19 1 0 01 Nov 2021
Mastering Atari Games with Limited Data Weirui Ye Shao-Wei Liu Thanard Kurutach Pieter Abbeel Yang Gao VLM 56 226 0 30 Oct 2021
InfoGCL: Information-Aware Graph Contrastive Learning Dongkuan Xu Wei Cheng Dongsheng Luo Haifeng Chen Xiang Zhang 33 193 0 28 Oct 2021
Residual Relaxation for Multi-view Representation Learning Yifei Wang Zhengyang Geng Feng Jiang Chuming Li Yisen Wang Jiansheng Yang Zhouchen Lin 24 39 0 28 Oct 2021
Equivariant Contrastive Learning Rumen Dangovski Li Jing Charlotte Loh Seung-Jun Han Akash Srivastava Brian Cheung Pulkit Agrawal Marin Soljacic 45 77 0 28 Oct 2021
Hyper-Representations: Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction Konstantin Schurholt Dimche Kostadinov Damian Borth SSL 41 14 0 28 Oct 2021
Self-Supervised Learning Disentangled Group Representation as Feature Tan Wang Zhongqi Yue Jianqiang Huang Qianru Sun Hanwang Zhang OOD 36 67 0 28 Oct 2021
Learning Deep Representation with Energy-Based Self-Expressiveness for Subspace Clustering Yanming Li Changsheng Li Shiye Wang Ye Yuan Guoren Wang SSL 31 0 0 28 Oct 2021
GenURL: A General Framework for Unsupervised Representation Learning Siyuan Li Zicheng Liu Z. Zang Di Wu Zhiyuan Chen Stan Z. Li OOD 3DGS OffRL 36 9 0 27 Oct 2021