Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

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Title
DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation Z. Zang Hao Luo Kaidi Wang Panpan Zhang F. Wang Stan. Z Li Yang You 87 5 0 10 Sep 2023
Unsupervised Object Localization with Representer Point Selection Yeonghwan Song Seokwoo Jang Dina Katabi Jeany Son 3DPC 62 3 0 08 Sep 2023
Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised Learning Hiroki Nakamura Masashi Okada T. Taniguchi SSL NAI 66 0 0 08 Sep 2023
Adapting Self-Supervised Representations to Multi-Domain Setups Neha Kalibhat Sam Sharpe Jeremy Goodsitt Bayan Bruss Soheil Feizi 57 0 0 07 Sep 2023
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction Yusuf Brima U. Krumnack Simone Pika Gunther Heidemann SSL 83 0 0 07 Sep 2023
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tong Wang Zhaoxiang Zhang 80 21 0 07 Sep 2023
ETP: Learning Transferable ECG Representations via ECG-Text Pre-training Che Liu Zhongwei Wan Sibo Cheng Mi Zhang Rossella Arcucci 77 43 0 06 Sep 2023
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images Blake Vanberlo Jesse Hoey Alexander Wong SSL LM&MA 96 2 0 05 Sep 2023
Efficient RL via Disentangled Environment and Agent Representations Kevin Gmelin Shikhar Bahl Russell Mendonca Deepak Pathak DRL 69 9 0 05 Sep 2023
Prototype-based Dataset Comparison Nanne van Noord 93 7 0 05 Sep 2023
Graph Self-Contrast Representation Learning Minjie Chen Yao Cheng Ye Wang Xiangci Li Ming Gao SSL 84 1 0 05 Sep 2023
PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective Alain Riou Stefan Lattner Gaëtan Hadjeres Geoffroy Peeters 65 18 0 05 Sep 2023
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR Data Mariona Carós Ariadna Just Santi Seguí Jordi Vitrià SSL 3DPC 72 3 0 05 Sep 2023
Non-Parametric Representation Learning with Kernels Pascal Esser Maximilian Fleissner Debarghya Ghoshdastidar SSL 73 6 0 05 Sep 2023
Representation Learning Dynamics of Self-Supervised Models Pascal Esser Satyaki Mukherjee Debarghya Ghoshdastidar SSL 82 3 0 05 Sep 2023
CA2: Class-Agnostic Adaptive Feature Adaptation for One-class Classification Zilong Zhang Zhibin Zhao Deyu Meng Xingwu Zhang Xuefeng Chen VLM 51 1 0 04 Sep 2023
EdaDet: Open-Vocabulary Object Detection Using Early Dense Alignment Cheng Shi Sibei Yang VLM ObjD 81 39 0 03 Sep 2023
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data Seunghan Yang Byeonggeun Kim Kyuhong Shim Simyoung Chang 84 1 0 31 Aug 2023
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning Kyungeun Lee Jaeill Kim Suhyun Kang Wonjong Rhee SSL 82 2 0 30 Aug 2023
Shatter and Gather: Learning Referring Image Segmentation with Text Supervision Dongwon Kim Nam-Won Kim Cuiling Lan Suha Kwak VLM 98 20 0 29 Aug 2023
MS-Net: A Multi-modal Self-supervised Network for Fine-Grained Classification of Aircraft in SAR Images Bingying Yue Jianhao Li Hao Shi Yupei Wang Honghu Zhong 101 1 0 28 Aug 2023
Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization Aristotelis Ballas Christos Diou OOD 89 6 0 28 Aug 2023
Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn Features Zheng Gao Chen Feng Ioannis Patras SSL 72 4 0 25 Aug 2023
Self-supervised learning for hotspot detection and isolation from thermal images Shreya Goyal Jagath Rajapakse 42 1 0 25 Aug 2023
Cross-Video Contextual Knowledge Exploration and Exploitation for Ambiguity Reduction in Weakly Supervised Temporal Action Localization Songchun Zhang Chunhui Zhao 80 2 0 24 Aug 2023
Self-Supervised Learning for Endoscopic Video Analysis Roy Hirsch Mathilde Caron Regev Cohen Amir Livne Ron Shapiro Tomer Golany Roman Goldenberg Daniel Freedman Ehud Rivlin SSL 76 20 0 23 Aug 2023
DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration Nana Zhou Jiaxin Chen Di Huang 69 4 0 23 Aug 2023
GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning Mainak Singha Ankit Jha Biplab Banerjee VLM 77 4 0 22 Aug 2023
A Survey on Self-Supervised Representation Learning Tobias Uelwer Jan Robine Stefan Sylvius Wagner Marc Höftmann Eric Upschulte S. Konietzny Maike Behrendt Stefan Harmeling SSL AI4TS OOD 133 12 0 22 Aug 2023
CAME: Contrastive Automated Model Evaluation Ru Peng Qiuyang Duan Haobo Wang Jiachen Ma Yanbo Jiang Yongjun Tu Xiu Jiang Jiaqi Zhao ELM 76 5 0 22 Aug 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 60 0 0 21 Aug 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding Jiangmeng Li Hang Gao Jingyao Wang Changwen Zheng 91 2 0 21 Aug 2023
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision P. Singh Jacopo Cirrone OOD SSL 87 2 0 19 Aug 2023
An Empirical Study of CLIP for Text-based Person Search Min Cao Yang Bai Ziyin Zeng Mang Ye Min Zhang VLM 124 47 0 19 Aug 2023
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation Yinda Chen Wei-Ping Huang Xiaoyu Liu Shiyu Deng Qi Chen Zhiwei Xiong 83 20 0 19 Aug 2023
CARLA: Self-supervised Contrastive Representation Learning for Time Series Anomaly Detection Zahra Zamanzadeh Darban Geoffrey I. Webb Shirui Pan Charu C. Aggarwal Mahsa Salehi AI4TS 91 23 0 18 Aug 2023
Diverse Cotraining Makes Strong Semi-Supervised Segmentor Yijiang Li Xinjiang Wang Lihe Yang Xue Jiang Wayne Zhang Ying Gao 87 19 0 18 Aug 2023
Point Contrastive Prediction with Semantic Clustering for Self-Supervised Learning on Point Cloud Videos Xiaoxiao Sheng Zhiqiang Shen Gang Xiao Longguang Wang Y. Guo Hehe Fan 3DPC SSL 66 9 0 18 Aug 2023
Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identification Zhaopeng Dou Zhongdao Wang Yali Li Shengjin Wang 85 15 0 17 Aug 2023
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations Yuewei Yang Hai Helen Li Yiran Chen CML OOD 98 1 0 16 Aug 2023
Contrastive Learning for Lane Detection via Cross-Similarity Ali Zoljodi S. Abadijou Mina Alibeigi Masoud Daneshtalab SSL 72 7 0 16 Aug 2023
pNNCLR: Stochastic Pseudo Neighborhoods for Contrastive Learning based Unsupervised Representation Learning Problems Momojit Biswas Himanshu Buckchash Dilip K. Prasad SSL 109 8 0 14 Aug 2023
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan Yongheng Sun Fan Wang Jun Shu Haifeng Wang Li Meng C. Lian 62 2 0 13 Aug 2023
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks David Junhao Zhang Mutian Xu Chuhui Xue Wenqing Zhang Xiaoguang Han Song Bai Mike Zheng Shou DiffM 131 6 0 13 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency Mingkai Zheng Shan You Lang Huang Chen Luo Fei Wang Chao Qian Chang Xu SSL 77 11 0 13 Aug 2023
Fine-Grained Self-Supervised Learning with Jigsaw Puzzles for Medical Image Classification Wongi Park Jongbin Ryu SSL 71 9 0 10 Aug 2023
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis Yiyou Sun Zhenmei Shi Yingyu Liang Yixuan Li 92 20 0 09 Aug 2023
PointMBF: A Multi-scale Bidirectional Fusion Network for Unsupervised RGB-D Point Cloud Registration Mingzhi Yuan Kexue Fu Zhihao Li Yucong Meng Manning Wang 3DPC 69 15 0 09 Aug 2023
Induction Network: Audio-Visual Modality Gap-Bridging for Self-Supervised Sound Source Localization Tianyu Liu Peng Zhang Wei Huang Yufei Zha Tao You Yanni Zhang SSL 67 2 0 09 Aug 2023
Self-supervised Learning of Rotation-invariant 3D Point Set Features using Transformer and its Self-distillation T. Furuya Zhoujie Chen Ryutarou Ohbuchi Zhenzhong Kuang 3DPC 60 2 0 09 Aug 2023