Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

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Title
ProposalContrast: Unsupervised Pre-training for LiDAR-based 3D Object Detection Junbo Yin Dingfu Zhou Liangjun Zhang Jin Fang Chengfeng Xu Jianbing Shen Wenguan Wang 3DPC 32 83 0 26 Jul 2022
Equivariance and Invariance Inductive Bias for Learning from Insufficient Data Tan Wang Qianru Sun Sugiri Pranata J. Karlekar Hanwang Zhang SSL 39 19 0 25 Jul 2022
Dynamic Channel Selection in Self-Supervised Learning Tarun Krishna Ayush K. Rai Y. A. D. Djilali Alan F. Smeaton Kevin McGuinness Noel E. O'Connor SSL 46 2 0 25 Jul 2022
Better Reasoning Behind Classification Predictions with BERT for Fake News Detection Daesoo Lee SSL 25 0 0 23 Jul 2022
Adaptive Soft Contrastive Learning Chen Feng Ioannis Patras SSL 25 19 0 22 Jul 2022
Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness Chaoning Zhang Kang Zhang Chenshuang Zhang Axi Niu Jiu Feng Chang D. Yoo In So Kweon SSL 40 24 0 22 Jul 2022
Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility Rohit Gupta Naveed Akhtar Ajmal Mian M. Shah AAML SSL 33 5 0 22 Jul 2022
Semi-Supervised Learning of Optical Flow by Flow Supervisor Woobin Im Sebin Lee Sung-eui Yoon 32 11 0 21 Jul 2022
Deep Learning for Unsupervised Anomaly Localization in Industrial Images: A Survey Xian Tao Xinyi Gong X. Zhang Shaohua Yan Chandranath Adak UQCV 30 137 0 21 Jul 2022
Malware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework Jinting Zhu Julian Jang-Jaccard I. Welch Harith Al-Sahaf S. Çamtepe AAML 50 0 0 21 Jul 2022
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning Huseyin Coskun Alireza Zareian Joshua L. Moore F. Tombari Chen Wang SSL 53 3 0 20 Jul 2022
Tailoring Self-Supervision for Supervised Learning WonJun Moon Ji-Hwan Kim Jae-Pil Heo SSL 27 10 0 20 Jul 2022
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Cristiano Saltori E. Krivosheev Stéphane Lathuilière N. Sebe Fabio Galasso G. Fiameni Elisa Ricci Fabio Poiesi 3DPC 36 29 0 20 Jul 2022
What Do We Maximize in Self-Supervised Learning? Ravid Shwartz-Ziv Randall Balestriero Yann LeCun SSL 34 17 0 20 Jul 2022
HyperNet: Self-Supervised Hyperspectral Spatial-Spectral Feature Understanding Network for Hyperspectral Change Detection Meiqi Hu Chen Wu Lefei Zhang SSL 50 57 0 20 Jul 2022
EVHA: Explainable Vision System for Hardware Testing and Assurance -- An Overview Md. Mahfuz Al Hasan MD Tahsin Mostafiz Thomas An Le Jake Julia Nidish Vashistha S. Taheri Navid Asadizanjani 17 5 0 20 Jul 2022
Self-Supervision Can Be a Good Few-Shot Learner Yuning Lu Liangjiang Wen Jianzhuang Liu Yajing Liu Xinmei Tian SSL 30 37 0 19 Jul 2022
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation Sungwon Han Sungwon Park Fangzhao Wu Sundong Kim Chuhan Wu Xing Xie M. Cha FedML 37 53 0 19 Jul 2022
Semantic Novelty Detection via Relational Reasoning Francesco Cappio Borlino S. Bucci Tatiana Tommasi 17 4 0 18 Jul 2022
Action-based Contrastive Learning for Trajectory Prediction Marah Halawa Olaf Hellwich Pia Bideau 26 29 0 18 Jul 2022
FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs Ziqiang Li Chaoyue Wang Heliang Zheng Jing Zhang Bin Li 39 24 0 18 Jul 2022
Adversarial Contrastive Learning via Asymmetric InfoNCE Qiying Yu Jieming Lou Xianyuan Zhan Qizhang Li W. Zuo Yang Liu Jingjing Liu AAML 46 23 0 18 Jul 2022
Fast-MoCo: Boost Momentum-based Contrastive Learning with Combinatorial Patches Yuanzheng Ci Chen Lin Lei Bai Wanli Ouyang SSL 41 25 0 17 Jul 2022
E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context Zizhang Li Mengmeng Wang Huaijin Pi Kechun Xu Jianbiao Mei Yong Liu 45 71 0 17 Jul 2022
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery Yezhen Cong Samarth Khanna Chenlin Meng Patrick Liu Erik Rozi Yutong He Marshall Burke David B. Lobell Stefano Ermon ViT 27 256 0 17 Jul 2022
On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning Diane Wagner Fabio Ferreira Daniel Stoll R. Schirrmeister Samuel G. Müller Frank Hutter 34 17 0 16 Jul 2022
Model-Aware Contrastive Learning: Towards Escaping the Dilemmas Zizheng Huang Haoxing Chen Ziqi Wen Chao Zhang Huaxiong Li Bojuan Wang Chunlin Chen 32 8 0 16 Jul 2022
HOME: High-Order Mixed-Moment-based Embedding for Representation Learning Chuang Niu Ge Wang SSL 15 4 0 15 Jul 2022
Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning Shibani Santurkar Yann Dubois Rohan Taori Percy Liang Tatsunori Hashimoto CLIP VLM 24 41 0 15 Jul 2022
Registration based Few-Shot Anomaly Detection Chaoqin Huang Haoyan Guan Aofan Jiang Ya Zhang Michael W. Spratling Yanfeng Wang 38 142 0 15 Jul 2022
Semi-Supervised Temporal Action Detection with Proposal-Free Masking Sauradip Nag Xiatian Zhu Yi-Zhe Song Tao Xiang 27 17 0 14 Jul 2022
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images Jiawei Yang Hanbo Chen Yuan Liang Junzhou Huang Lei He Jianhua Yao 46 18 0 14 Jul 2022
CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One Liyuan Wang Xingxing Zhang Qian Li Jun Zhu Yi Zhong CLL 38 47 0 13 Jul 2022
Unsupervised Visual Representation Learning by Synchronous Momentum Grouping Bo Pang Yifan Zhang Yaoyi Li Jia Cai Cewu Lu SSL 25 27 0 13 Jul 2022
The Free Energy Principle for Perception and Action: A Deep Learning Perspective Pietro Mazzaglia Tim Verbelen Ozan Çatal Bart Dhoedt DRL AI4CE 30 31 0 13 Jul 2022
Eliminating Gradient Conflict in Reference-based Line-Art Colorization Zekun Li Zhengyang Geng Zhao Kang Wenyu Chen Yibo Yang 21 35 0 13 Jul 2022
DSPNet: Towards Slimmable Pretrained Networks based on Discriminative Self-supervised Learning Shaoru Wang Zeming Li Jin Gao Liang Li Weiming Hu 44 0 0 13 Jul 2022
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning Théo Lepage Réda Dehak SSL 29 12 0 12 Jul 2022
Synergistic Self-supervised and Quantization Learning Yunhao Cao Peiqin Sun Yechang Huang Jianxin Wu Shuchang Zhou MQ 19 13 0 12 Jul 2022
Contrastive Deep Supervision Linfeng Zhang Xin Chen Junbo Zhang Runpei Dong Kaisheng Ma 75 28 0 12 Jul 2022
Consistency is the key to further mitigating catastrophic forgetting in continual learning Prashant Shivaram Bhat Bahram Zonooz Elahe Arani CLL 36 16 0 11 Jul 2022
A Closer Look at Invariances in Self-supervised Pre-training for 3D Vision Lanxiao Li M. Heizmann 3DPC 33 27 0 11 Jul 2022
A clinically motivated self-supervised approach for content-based image retrieval of CT liver images Kristoffer Wickstrøm Eirik Agnalt Ostmo Keyur Radiya Karl Øyvind Mikalsen Michael C. Kampffmeyer Robert Jenssen SSL 40 13 0 11 Jul 2022
CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer Zijie Wu Zhen Zhu Junping Du Xiang Bai 72 82 0 11 Jul 2022
Big Learning Yulai Cong Miaoyun Zhao AI4CE 37 0 0 08 Jul 2022
Boosting Zero-shot Learning via Contrastive Optimization of Attribute Representations Yu Du Miaojing Shi Fangyun Wei Guoqi Li VLM 45 15 0 08 Jul 2022
An Embedding-Dynamic Approach to Self-supervised Learning Suhong Moon Domas Buracas Seunghyun Park Jinkyu Kim John F. Canny OCL 33 4 0 07 Jul 2022
Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action Recognition Zhan Chen Hong Liu Tianyu Guo Zhengyang Chen Pinhao Song Haoling Tang SSL 35 18 0 07 Jul 2022
Network Binarization via Contrastive Learning Yuzhang Shang Dan Xu Ziliang Zong Liqiang Nie Yan Yan AAML MQ 28 21 0 06 Jul 2022
Class-Specific Semantic Reconstruction for Open Set Recognition Hongzhi Huang Yu Wang Qinghua Hu Mingg-Ming Cheng BDL 42 58 0 05 Jul 2022