Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

50 / 2,309 papers shown

Title
Learning Robot Structure and Motion Embeddings using Graph Neural Networks J. Kim Jeongeun Park Sungjoon Choi Sehoon Ha 32 11 0 15 Sep 2021
Deep Bregman Divergence for Contrastive Learning of Visual Representations Mina Rezaei Farzin Soleymani B. Bischl Shekoofeh Azizi SSL 50 16 0 15 Sep 2021
Weakly Supervised Person Search with Region Siamese Networks Chuchu Han Kai Su Dongdong Yu Zehuan Yuan Changxin Gao Nong Sang Yi Yang Changhu Wang 26 22 0 13 Sep 2021
Online Unsupervised Learning of Visual Representations and Categories Mengye Ren Tyler R. Scott Michael L. Iuzzolino Michael C. Mozer R. Zemel OCL SSL 35 4 0 13 Sep 2021
Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts Hong-Yu Zhou Chi-Ken Lu Sibei Yang Xiaoguang Han Yizhou Yu SSL CLL 63 85 0 09 Sep 2021
Sequence Level Contrastive Learning for Text Summarization Shusheng Xu Xingxing Zhang Yi Wu Furu Wei 21 95 0 08 Sep 2021
Robust Predictable Control Benjamin Eysenbach Ruslan Salakhutdinov Sergey Levine OffRL 32 44 0 07 Sep 2021
Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond M. Ponti Fernando Pereira dos Santos Leo Sampaio Ferraz Ribeiro G. B. Cavallari 33 15 0 06 Sep 2021
An Empirical Study of Graph Contrastive Learning Yanqiao Zhu Yichen Xu Qiang Liu Shu Wu 16 168 0 02 Sep 2021
On-target Adaptation Dequan Wang Shaoteng Liu Sayna Ebrahimi Evan Shelhamer Trevor Darrell TTA 34 19 0 02 Sep 2021
Computer Vision Self-supervised Learning Methods on Time Series Daesoo Lee Technology AI4TS 39 4 0 02 Sep 2021
Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds Siyuan Huang Yichen Xie Song-Chun Zhu Yixin Zhu 3DPC 37 207 0 01 Sep 2021
Structure-Aware Hard Negative Mining for Heterogeneous Graph Contrastive Learning Yanqiao Zhu Yichen Xu Hejie Cui Carl Yang Qiang Liu Shu Wu 24 9 0 31 Aug 2021
MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving Kai Chen Lanqing Hong Hang Xu Zhenguo Li Dit-Yan Yeung SSL 10 55 0 27 Aug 2021
Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration Soroush Seifi Abhishek Jha Tinne Tuytelaars 27 10 0 26 Aug 2021
Reducing Label Effort: Self-Supervised meets Active Learning Javad Zolfaghari Bengar Joost van de Weijer Bartlomiej Twardowski Bogdan Raducanu VLM 24 60 0 25 Aug 2021
Learning From Long-Tailed Data With Noisy Labels Shyamgopal Karthik Jérôme Revaud Boris Chidlovskii SSL NoLa 22 27 0 25 Aug 2021
Temporal Knowledge Consistency for Unsupervised Visual Representation Learning Wei Feng Yuanjiang Wang Lihua Ma Ye Yuan Chi Zhang SSL 21 13 0 24 Aug 2021
Support-Set Based Cross-Supervision for Video Grounding Xinpeng Ding N. Wang Shiwei Zhang De Cheng Xiaomeng Li Ziyuan Huang Mingqian Tang Xinbo Gao 33 42 0 24 Aug 2021
ParamCrop: Parametric Cubic Cropping for Video Contrastive Learning Zhiwu Qing Ziyuan Huang Shiwei Zhang Mingqian Tang Changxin Gao M. Ang Ronglei Ji Nong Sang 43 3 0 24 Aug 2021
Jointly Learnable Data Augmentations for Self-Supervised GNNs Zekarias T. Kefato Sarunas Girdzijauskas Hannes Stärk SSL 25 4 0 23 Aug 2021
Semi-supervised learning for joint SAR and multispectral land cover classification Antonio Montanaro D. Valsesia Giulia Fracastoro E. Magli SSL 16 10 0 20 Aug 2021
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation Yuanyi Zhong Bodi Yuan Hong Wu Zhiqiang Yuan Jian Peng Yu-xiong Wang 38 167 0 20 Aug 2021
MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions Penghua Zhai Huaiwei Cong Gangming Zhao Chaowei Fang Jinpeng Li Ting Cai Huiguang He 27 10 0 17 Aug 2021
Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images Xiaochen Zheng B. Kellenberger R. Gong I. Hajnsek D. Tuia 30 12 0 17 Aug 2021
Graph Contrastive Learning for Anomaly Detection Bo Chen Jing Zhang Xiaokang Zhang Yuxiao Dong Jian Song Peng Zhang Kai Xu Evgeny Kharlamov Jie Tang 29 41 0 17 Aug 2021
3D High-Fidelity Mask Face Presentation Attack Detection Challenge Ajian Liu Chenxu Zhao Zitong Yu Anyang Su Xing Liu ... Jun Wan Sergio Escalera Hugo Jair Escalante Zhen Lei G. Guo CVBM 26 34 0 16 Aug 2021
Self-supervised Contrastive Learning of Multi-view Facial Expressions Shuvendu Roy Ali Etemad 31 38 0 15 Aug 2021
Voxel-wise Cross-Volume Representation Learning for 3D Neuron Reconstruction Heng Wang Chaoyi Zhang Jianhui Yu Yang Song Siqi Liu Wojciech Chrzanowski Weidong (Tom) Cai 3DV 11 6 0 14 Aug 2021
Collaborative Unsupervised Visual Representation Learning from Decentralized Data Weiming Zhuang Xin Gan Yonggang Wen Shuai Zhang Shuai Yi FedML 27 98 0 14 Aug 2021
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring Omiros Pantazis Gabriel J. Brostow Kate E. Jones Oisin Mac Aodha SSL 34 30 0 14 Aug 2021
Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness Xin Mao Wenting Wang Yuanbin Wu Man Lan 32 26 0 11 Aug 2021
Cervical Optical Coherence Tomography Image Classification Based on Contrastive Self-Supervised Texture Learning Kaiyi Chen Qingbin Wang Yutao Ma 14 11 0 11 Aug 2021
How Self-Supervised Learning Can be Used for Fine-Grained Head Pose Estimation? Mahdi Pourmirzaei Farzaneh Esmaili G. Montazer Sasan Karamizadeh Seyedehsamaneh Shojaeilangari 32 0 0 10 Aug 2021
Improving Contrastive Learning by Visualizing Feature Transformation Rui Zhu Bingchen Zhao Jingen Liu Zhenglong Sun Chen Chen SSL 99 78 0 06 Aug 2021
A Low Rank Promoting Prior for Unsupervised Contrastive Learning Yu Wang Jingyang Lin Qi Cai Yingwei Pan Ting Yao Hongyang Chao Tao Mei SSL 38 16 0 05 Aug 2021
Co-learning: Learning from Noisy Labels with Self-supervision Cheng Tan Jun Xia Lirong Wu Stan Z. Li NoLa 76 116 0 05 Aug 2021
Self-Supervised Disentangled Representation Learning for Third-Person Imitation Learning Jinghuan Shang Michael S. Ryoo SSL 24 24 0 02 Aug 2021
Robust Semantic Segmentation with Superpixel-Mix Gianni Franchi Nacim Belkhir Mai Lan Ha Yufei Hu Andrei Bursuc V. Blanz Angela Yao UQCV 38 22 0 02 Aug 2021
Object-aware Contrastive Learning for Debiased Scene Representation Sangwoo Mo H. Kang Kihyuk Sohn Chun-Liang Li Jinwoo Shin SSL OCL 30 49 0 30 Jul 2021
Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant Scenes Wenhang Ge Chunyan Pan Ancong Wu Hongwei Zheng Weishi Zheng 27 26 0 29 Jul 2021
Divide-and-Assemble: Learning Block-wise Memory for Unsupervised Anomaly Detection Jinlei Hou Yingying Zhang Qiaoyong Zhong Di Xie Shiliang Pu Hong Zhou 27 142 0 28 Jul 2021
Pixyz: a Python library for developing deep generative models Masahiro Suzuki T. Kaneko Y. Matsuo AI4CE 31 2 0 28 Jul 2021
Unsupervised Outlier Detection using Memory and Contrastive Learning Ning Huyan Dou Quan Xiangrong Zhang Xuefeng Liang Jocelyn Chanussot L. Jiao 45 22 0 27 Jul 2021
AASAE: Augmentation-Augmented Stochastic Autoencoders William Falcon A. Jha Teddy Koker Kyunghyun Cho 18 0 0 26 Jul 2021
Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data Yu Fu Yanwei Fu Yu-Gang Jiang 19 60 0 26 Jul 2021
Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings Wenbin Li Xuesong Yang Meihao Kong Lei Wang Jing Huo Yang Gao Jiebo Luo 24 0 0 22 Jul 2021
ReSSL: Relational Self-Supervised Learning with Weak Augmentation Mingkai Zheng Shan You Fei Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu 23 113 0 20 Jul 2021
Exploring Set Similarity for Dense Self-supervised Representation Learning Zhaoqing Wang Qiang Li Guoxin Zhang Pengfei Wan Wen Zheng N. Wang Biwei Huang Tongliang Liu SSL 33 44 0 19 Jul 2021
Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization John Miller Rohan Taori Aditi Raghunathan Shiori Sagawa Pang Wei Koh Vaishaal Shankar Percy Liang Y. Carmon Ludwig Schmidt OODD OOD 28 267 0 09 Jul 2021