Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

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Title
Semi-Supervised Contrastive Learning for Remote Sensing: Identifying Ancient Urbanization in the South Central Andes Jiachen Xu Junlin Guo James Zimmer-Dauphinee Quan Liu Yuxuan Shi Zuhayr Asad D. Mitchell Wilkes Parker VanValkenburgh Steven A. Wernke Yuankai Huo SSL 24 2 0 13 Dec 2021
Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification Lin Wan Qianyan Jing Zongyuan Sun Chuan Zhang Zhihang Li Yehansen Chen SSL 17 5 0 12 Dec 2021
Revisiting Consistency Regularization for Semi-Supervised Learning Yue Fan Anna Kukleva Bernt Schiele 30 59 0 10 Dec 2021
Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision Liangzhe Yuan Rui Qian Huayu Chen Boqing Gong Florian Schroff Ming-Hsuan Yang Hartwig Adam Ting Liu AI4TS 30 15 0 09 Dec 2021
Exploring the Equivalence of Siamese Self-Supervised Learning via A Unified Gradient Framework Chenxin Tao Honghui Wang Xizhou Zhu Jiahua Dong S. Song Gao Huang Jifeng Dai SSL 44 60 0 09 Dec 2021
CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation Lu Qi Jason Kuen Zhe Lin Jiuxiang Gu Fengyun Rao Dian Li Weidong Guo Zhen Wen Ming-Hsuan Yang Jiaya Jia 27 9 0 09 Dec 2021
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings Zhiping Luo W. Xu Weiqing Liu Jiang Bian Jian Yin Tie-Yan Liu 27 6 0 09 Dec 2021
DR3: Value-Based Deep Reinforcement Learning Requires Explicit Regularization Aviral Kumar Rishabh Agarwal Tengyu Ma Aaron Courville George Tucker Sergey Levine OffRL 31 65 0 09 Dec 2021
Dual Cluster Contrastive learning for Object Re-Identification Hantao Yao Changsheng Xu 22 6 0 09 Dec 2021
Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning K. Navaneet Soroush Abbasi Koohpayegani Ajinkya Tejankar Kossar Pourahmadi Akshayvarun Subramanya Hamed Pirsiavash SSL 40 8 0 08 Dec 2021
Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization Mufan Sang Haoqi Li F. Liu Andrew O. Arnold Li Wan SSL 16 40 0 08 Dec 2021
Contrastive Learning with Large Memory Bank and Negative Embedding Subtraction for Accurate Copy Detection Shuhei Yokoo SSL 40 24 0 08 Dec 2021
Self-Supervised Models are Continual Learners Enrico Fini Victor G. Turrisi da Costa Xavier Alameda-Pineda Elisa Ricci Alahari Karteek Julien Mairal BDL CLL SSL 55 161 0 08 Dec 2021
Boosting Contrastive Learning with Relation Knowledge Distillation Kai Zheng Yuanjiang Wang Ye Yuan SSL 19 13 0 08 Dec 2021
Contrastive Instruction-Trajectory Learning for Vision-Language Navigation Xiwen Liang Fengda Zhu Yi Zhu Bingqian Lin Bing Wang Xiaodan Liang 27 23 0 08 Dec 2021
Augment & Valuate : A Data Enhancement Pipeline for Data-Centric AI Youngjune Lee Oh Joon Kwon Haejun Lee Joonyoung Kim Kangwook Lee Kee-Eung Kim 22 9 0 07 Dec 2021
BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models Narinder Singh Punn Sonali Agarwal SSL 35 35 0 07 Dec 2021
Time-Equivariant Contrastive Video Representation Learning Simon Jenni Hailin Jin SSL AI4TS 143 60 0 07 Dec 2021
CMA-CLIP: Cross-Modality Attention CLIP for Image-Text Classification Huidong Liu Shaoyuan Xu Jinmiao Fu Yang Liu Ning Xie Chien Wang Bryan Wang Yi Sun CLIP VLM 32 27 0 07 Dec 2021
4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding Yujin Chen Matthias Nießner Angela Dai 3DPC 108 57 0 06 Dec 2021
A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-Commerce U. Dutta Sandeep Repakula Maulik Parmar Abhinav Ravi OOD 30 3 0 06 Dec 2021
Joint Learning of Localized Representations from Medical Images and Reports Philipp Muller Georgios Kaissis Cong Zou Daniel Munich 140 81 0 06 Dec 2021
VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning Qibin Chen Jeremy Lacomis Edward J. Schwartz Graham Neubig Bogdan Vasilescu Claire Le Goues VLM 24 35 0 05 Dec 2021
Augmentation-Free Self-Supervised Learning on Graphs Namkyeong Lee Junseok Lee Chanyoung Park 62 203 0 05 Dec 2021
Unsupervised Domain Generalization by Learning a Bridge Across Domains Sivan Harary Eli Schwartz Assaf Arbelle Peter W. J. Staar Shady Abu Hussein ... Hildegard Kuehne Dina Katabi Kate Saenko Rogerio Feris Leonid Karlinsky OOD 27 40 0 04 Dec 2021
Ablation study of self-supervised learning for image classification Ilias Papastratis SSL 29 1 0 04 Dec 2021
Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations Wolfgang Stammer Marius Memmel P. Schramowski Kristian Kersting 98 26 0 04 Dec 2021
TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation Zhao-Heng Yin Pichao Wang Fan Wang Xianzhe Xu Hanling Zhang Hao Li Rong Jin 41 39 0 02 Dec 2021
Contrastive Adaptive Propagation Graph Neural Networks for Efficient Graph Learning Jun Hu Shengsheng Qian Quan Fang Changsheng Xu GNN 21 0 0 02 Dec 2021
Extract Free Dense Labels from CLIP Chong Zhou Chen Change Loy Bo Dai VLM CLIP 61 457 0 02 Dec 2021
Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation Yeonsung Jung Hajin Shim J. Yang Eunho Yang 31 8 0 02 Dec 2021
Vision Pair Learning: An Efficient Training Framework for Image Classification Bei Tong Xiaoyuan Yu ViT 25 0 0 02 Dec 2021
GANORCON: Are Generative Models Useful for Few-shot Segmentation? Oindrila Saha Zezhou Cheng Subhransu Maji 47 17 0 01 Dec 2021
CLAWS: Contrastive Learning with hard Attention and Weak Supervision Jansel Herrera-Gerena Ramakrishnan Sundareswaran John Just Matthew J. Darr Ali Jannesari SSL 43 2 0 01 Dec 2021
Revisiting the Transferability of Supervised Pretraining: an MLP Perspective Yizhou Wang Shixiang Tang Feng Zhu Lei Bai Rui Zhao Donglian Qi Wanli Ouyang 37 51 0 01 Dec 2021
Object-Aware Cropping for Self-Supervised Learning Shlok Kumar Mishra Anshul B. Shah Ankan Bansal Abhyuday N. Jagannatha Janit Anjaria Abhishek Sharma David Jacobs Dilip Krishnan SSL 26 22 0 01 Dec 2021
Unleashing the Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identification Zizheng Yang Xin Jin Kecheng Zheng Feng Zhao SSL 38 22 0 01 Dec 2021
SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Editing Jing Shi Ning Xu Haitian Zheng Alex Smith Jiebo Luo Chenliang Xu KELM DiffM 44 4 0 30 Nov 2021
Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup Siyuan Li Zicheng Liu Zedong Wang Di Wu Zihan Liu Stan Z. Li 37 26 0 30 Nov 2021
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning Sara Atito Muhammad Awais Ammarah Farooq Zhenhua Feng J. Kittler 19 17 0 30 Nov 2021
UBoCo : Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection Hyolim Kang Jinwoo Kim Taehyun Kim Seon Joo Kim 43 25 0 29 Nov 2021
Weakly-supervised Generative Adversarial Networks for medical image classification Jia-min Mao Xuesong Yin Yuan Chang Qi Huang GAN MedIm 19 1 0 29 Nov 2021
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection Wanwei He Yinpei Dai Yinhe Zheng Yuchuan Wu Zhen Cao ... Min Yang Feiling Huang Luo Si Jian Sun Yongbin Li VLM 34 157 0 29 Nov 2021
Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault S. Canu SSL 21 30 0 29 Nov 2021
Targeted Supervised Contrastive Learning for Long-Tailed Recognition Tianhong Li Peng Cao Yuan. Yuan Lijie Fan Yuzhe Yang Rogerio Feris Piotr Indyk Dina Katabi 48 176 0 27 Nov 2021
A Practical Contrastive Learning Framework for Single-Image Super-Resolution Gang Wu Junjun Jiang Xianming Liu 49 50 0 27 Nov 2021
Weakly-guided Self-supervised Pretraining for Temporal Activity Detection Kumara Kahatapitiya Zhou Ren Haoxiang Li Zhenyu Wu Michael S. Ryoo G. Hua ViT 28 6 0 26 Nov 2021
Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning Chenhongyi Yang Lichao Huang Elliot J. Crowley SSL VLM 34 6 0 26 Nov 2021
ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics Aiham Taleb Matthias Kirchler Remo Monti C. Lippert SSL MedIm 36 54 0 26 Nov 2021
Simple Contrastive Representation Adversarial Learning for NLP Tasks Deshui Miao Jiaqi Zhang Wenbo Xie Jian Song Xin Li Lijuan Jia Ning Guo SSL 16 13 0 26 Nov 2021