Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

50 / 2,357 papers shown

Title
Masked Image Modeling with Denoising Contrast Kun Yi Yixiao Ge Xiaotong Li Shusheng Yang Dian Li Jianping Wu Ying Shan Xiaohu Qie VLM 77 54 0 19 May 2022
Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions Xinpeng Ding Ziwei Liu Xuelong Li 84 13 0 19 May 2022
Attention-aware contrastive learning for predicting T cell receptor-antigen binding specificity Yiming Fang Xuejun Liu Hui Liu 33 12 0 17 May 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 122 168 0 16 May 2022
On the Difficulty of Defending Self-Supervised Learning against Model Extraction Adam Dziedzic Nikita Dhawan Muhammad Ahmad Kaleem Jonas Guan Nicolas Papernot MIACV 115 26 0 16 May 2022
Scalable Vehicle Re-Identification via Self-Supervision Pirazh Khorramshahi Vineet Shenoy Rama Chellappa 45 0 0 16 May 2022
Real-centric Consistency Learning for Deepfake Detection Ruiqi Zha Z. Lian Qianmu Li Siqi Gu 46 1 0 15 May 2022
Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training C. Seibold Simon Reiß M. Sarfraz Rainer Stiefelhagen Jens Kleesiek 53 33 0 14 May 2022
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation Chae-Eun Lee H. Park Y. Shin Minyoung Chung 61 8 0 14 May 2022
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning Zixin Wen Yuanzhi Li SSL 116 35 0 12 May 2022
DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand SSL 68 13 0 11 May 2022
Scene Consistency Representation Learning for Video Scene Segmentation Haoqian Wu Keyu Chen Yanan Luo Ruizhi Qiao Bo Ren Haozhe Liu Weicheng Xie Linlin Shen SSL 88 16 0 11 May 2022
Introspective Deep Metric Learning for Image Retrieval Wenzhao Zheng Cheng-Hao Wang Jie Zhou Jiwen Lu VLM 68 0 0 09 May 2022
Model-Contrastive Learning for Backdoor Defense Zhihao Yue Jun Xia Zhiwei Ling Ming Hu Ting Wang Xian Wei Mingsong Chen AAML 54 3 0 09 May 2022
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges Zhenghua Chen Min-man Wu Alvin Chan Xiaoli Li Yew-Soon Ong 54 7 0 08 May 2022
A Closer Look at Few-shot Image Generation Yunqing Zhao Henghui Ding Houjing Huang Ngai-Man Cheung 108 79 0 08 May 2022
The NT-Xent loss upper bound Wilhelm Ågren SSL 28 5 0 06 May 2022
Self-Supervised Learning for Invariant Representations from Multi-Spectral and SAR Images P. Jain Bianca Schoen-Phelan R. Ross 70 34 0 04 May 2022
TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation Recognition Haodong Duan Nanxuan Zhao Kai-xiang Chen Dahua Lin ViT AI4TS 72 19 0 04 May 2022
Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction Rishikesh Magar Yuyang Wang Amir Barati Farimani 81 63 0 04 May 2022
Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) Alex Fang Gabriel Ilharco Mitchell Wortsman Yu Wan Vaishaal Shankar Achal Dave Ludwig Schmidt VLM OOD 108 149 0 03 May 2022
Dynamic Curriculum Learning for Great Ape Detection in the Wild Xinyu Yang T. Burghardt Majid Mirmehdi 95 14 0 30 Apr 2022
Prompt Consistency for Zero-Shot Task Generalization Chunting Zhou Junxian He Xuezhe Ma Taylor Berg-Kirkpatrick Graham Neubig VLM 108 79 0 29 Apr 2022
Self-supervised Contrastive Learning for Audio-Visual Action Recognition Yang Liu Y. Tan Haoyu Lan SSL 79 7 0 28 Apr 2022
Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption Retrieval Maurits J. R. Bleeker Andrew Yates Maarten de Rijke 91 4 0 28 Apr 2022
ATST: Audio Representation Learning with Teacher-Student Transformer Xian Li Xiaofei Li ViT 58 22 0 26 Apr 2022
Masked Image Modeling Advances 3D Medical Image Analysis Zekai Chen Devansh Agarwal Kshitij Aggarwal Wiem Safta Samit Hirawat V. Sethuraman Mariann Micsinai Balan Kevin Brown 83 75 0 25 Apr 2022
Large Scale Time-Series Representation Learning via Simultaneous Low and High Frequency Feature Bootstrapping Vandan Gorade Azad Singh Deepak Mishra SSL AI4TS 78 7 0 24 Apr 2022
RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning Xiaojian Ma Weili Nie Zhiding Yu Huaizu Jiang Chaowei Xiao Yuke Zhu Song-Chun Zhu Anima Anandkumar ViT LRM 138 19 0 24 Apr 2022
Discriminative Feature Learning Framework with Gradient Preference for Anomaly Detection Muhao Xu Xueying Zhou Xizhan Gao Wei-Xiong He Sijie Niu 76 8 0 23 Apr 2022
SegDiscover: Visual Concept Discovery via Unsupervised Semantic Segmentation Haiyang Huang Zhi Chen Cynthia Rudin 127 13 0 22 Apr 2022
A Closer Look at Personalization in Federated Image Classification Changxing Jing Yan Huang Yihong Zhuang Liyan Sun Yue Huang Zhenlong Xiao Xinghao Ding 67 1 0 22 Apr 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis F. Haghighi M. Taher Michael B. Gotway Jianming Liang MedIm 107 72 0 21 Apr 2022
Contrastive Test-Time Adaptation Dian Chen Dequan Wang Trevor Darrell Sayna Ebrahimi TTA 96 270 0 21 Apr 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings Yung-Sung Chuang Rumen Dangovski Hongyin Luo Yang Zhang Shiyu Chang M. Soljavcić Shang-Wen Li Wen-tau Yih Yoon Kim James R. Glass 121 232 0 21 Apr 2022
BTranspose: Bottleneck Transformers for Human Pose Estimation with Self-Supervised Pre-Training K. Balakrishnan Devesh Upadhyay ViT 31 2 0 21 Apr 2022
Self-Supervised Learning to Guide Scientifically Relevant Categorization of Martian Terrain Images Tejas Panambur Deep Chakraborty Melissa J Meyer R. Milliken Erik Learned-Miller M. Parente 20 15 0 21 Apr 2022
SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification Haocong Rao Chunyan Miao 60 11 0 21 Apr 2022
fairDMS: Rapid Model Training by Data and Model Reuse Ahsan Ali Hemant Sharma R. Kettimuthu Peter Kenesei Dennis Trujillo Antonino Miceli Ian Foster Ryan N. Coffee Jana Thayer Zhengchun Liu MU 67 3 0 20 Apr 2022
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval Mustafa Shukor Guillaume Couairon Asya Grechka Matthieu Cord ViT 89 19 0 20 Apr 2022
Neuro-BERT: Rethinking Masked Autoencoding for Self-supervised Neurological Pretraining Di Wu Siyuan Li Jie Yang Mohamad Sawan SSL 76 16 0 20 Apr 2022
On the Representation Collapse of Sparse Mixture of Experts Zewen Chi Li Dong Shaohan Huang Damai Dai Shuming Ma ... Payal Bajaj Xia Song Xian-Ling Mao Heyan Huang Furu Wei MoMe MoE 115 106 0 20 Apr 2022
Diverse Imagenet Models Transfer Better Niv Nayman A. Golbert Asaf Noy Tan Ping Lihi Zelnik-Manor 73 0 0 19 Apr 2022
Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity Nanqing Dong Jiayi Wang Irina Voiculescu 31 7 0 19 Apr 2022
Less than Few: Self-Shot Video Instance Segmentation Pengwan Yang Yuki M. Asano Pascal Mettes Cees G. M. Snoek SSL 84 2 0 19 Apr 2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey Kento Nozawa Issei Sato AI4TS 139 5 0 18 Apr 2022
Language-Grounded Indoor 3D Semantic Segmentation in the Wild Dávid Rozenberszki Or Litany Angela Dai 3DV VLM 114 190 0 16 Apr 2022
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging M. Taher F. Haghighi Michael B. Gotway Jianming Liang OOD SSL 61 31 0 15 Apr 2022
Masked Siamese Networks for Label-Efficient Learning Mahmoud Assran Mathilde Caron Ishan Misra Piotr Bojanowski Florian Bordes Pascal Vincent Armand Joulin Michael G. Rabbat Nicolas Ballas SSL 137 325 0 14 Apr 2022
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection Zhen Li Bing Xu Conghui Zhu Tiejun Zhao 80 79 0 12 Apr 2022