Exploring Simple Siamese Representation Learning

20 November 2020

Papers citing "Exploring Simple Siamese Representation Learning"

50 / 2,357 papers shown

Title
BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning Omer Veysel Cagatan Barış Akgün BDL OffRL 98 4 0 08 Aug 2023
Exploring Transformers for Open-world Instance Segmentation Jiannan Wu Yi Jiang B. Yan Huchuan Lu Zehuan Yuan Ping Luo ViT 76 6 0 08 Aug 2023
Multi-Label Self-Supervised Learning with Scene Images Kevin Zhu Minghao Fu Jianxin Wu SSL 85 15 0 07 Aug 2023
Feature-Suppressed Contrast for Self-Supervised Food Pre-training Xinda Liu Yaohui Zhu Linhu Liu Jiang Tian Lili Wang SSL 64 2 0 07 Aug 2023
A generative model for surrogates of spatial-temporal wildfire nowcasting Sibo Cheng Yike Guo Rossella Arcucci SyDa AI4CE 66 9 0 05 Aug 2023
ReCLIP: Refine Contrastive Language Image Pre-Training with Source Free Domain Adaptation Xuefeng Hu Ke Zhang Lu Xia Albert Y. C. Chen Jiajia Luo ... Nan Qiao Xiao Zeng Min Sun Cheng-Hao Kuo Ram Nevatia VLM 41 27 0 04 Aug 2023
Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning Wenzhuo Liu Xinjian Wu Fei Zhu Mingming Yu Chuan Wang Cheng-Lin Liu SSL CLL 112 13 0 04 Aug 2023
Learning beyond sensations: how dreams organize neuronal representations Nicolas Deperrois Mihai A. Petrovici Walter Senn Jakob Jordan SSL CLL 53 7 0 03 Aug 2023
Unsupervised Representation Learning for Time Series: A Review Qianwen Meng Hangwei Qian Yong Liu Yonghui Xu Zhiqi Shen Li-zhen Cui AI4TS 79 18 0 03 Aug 2023
Dynamically Scaled Temperature in Self-Supervised Contrastive Learning Siladittya Manna Soumitri Chattopadhyay Rakesh Dey Saumik Bhattacharya Umapada Pal 76 3 0 02 Aug 2023
Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach Chunwei Yang Xiaoxu Chen Lijun Sun Hongyu Yang Yuankai Wu AI4TS 100 4 0 02 Aug 2023
Relational Contrastive Learning for Scene Text Recognition Jinglei Zhang Tiancheng Lin Yi Xu Kaibo Chen Rui Zhang 93 11 0 01 Aug 2023
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification M. Shakouri F. Iranmanesh M. Eftekhari MedIm 61 4 0 01 Aug 2023
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review Dan Zhang Fangfang Zhou Felix Albu Yuan-Gu Wei Xiaohu Yang Yuan Gu Qiang Li 119 25 0 01 Aug 2023
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning Dustin Pulver Prithila Angkan Paul Hungler Ali Etemad 84 5 0 01 Aug 2023
Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcity Charlie Hou K. K. Thekumparampil Michael Shavlovsky Giulia Fanti Yesh Dattatreya Sujay Sanghavi LMTD 145 1 0 31 Jul 2023
Stochastic positional embeddings improve masked image modeling Amir Bar Florian Bordes Assaf Shocher Mahmoud Assran Pascal Vincent Nicolas Ballas Trevor Darrell Amir Globerson Yann LeCun 70 3 0 31 Jul 2023
Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions? Prakash Chandra Chhipa Johan Rodahl Holmgren Kanjar De Rajkumar Saini Marcus Liwicki SSL OOD 87 6 0 31 Jul 2023
Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification Wenhao Tang Sheng Huang Xiaoxian Zhang Fengtao Zhou Yi Zhang Bo Liu 118 48 0 28 Jul 2023
BOURNE: Bootstrapped Self-supervised Learning Framework for Unified Graph Anomaly Detection Jie Liu Mengting He Xuequn Shang Jieming Shi Tengjiao Wang Hongzhi Yin 72 12 0 28 Jul 2023
Self-Supervised Graph Transformer for Deepfake Detection Aminollah Khormali Ji Yuan ViT 71 11 0 27 Jul 2023
Thinker: Learning to Plan and Act Stephen Chung Ivan Anokhin David M. Krueger LLMAG OffRL LRM 54 9 0 27 Jul 2023
Mixture of Self-Supervised Learning Aristo Renaldo Ruslim N. Yudistira B. Setiawan SSL 29 0 0 27 Jul 2023
Contrastive Knowledge Amalgamation for Unsupervised Image Classification Shangde Gao Yichao Fu Li-Yu Daisy Liu Yuqiang Han 66 8 0 27 Jul 2023
vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-level Representations in Medical Images M. Goncharov Vera Soboleva Anvar Kurmukov Maxim Pisov Mikhail Belyaev SSL 69 10 0 27 Jul 2023
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing Jing Wu N. Hovakimyan Jennifer Hobbs 72 14 0 27 Jul 2023
TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation Moon Ye-Bin Jisoo Kim Hong-Kyu Kim Kilho Son Tae-Hyun Oh 77 9 0 27 Jul 2023
Enhancing image captioning with depth information using a Transformer-based framework Aya Mahmoud Ahmed Mohamed Yousef K. Hussain Yousef B. Mahdy ViT 69 4 0 24 Jul 2023
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-Identification Haocong Rao Cyril Leung Steven C. H. Hoi 3DH 94 8 0 24 Jul 2023
Multiscale Video Pretraining for Long-Term Activity Forecasting Reuben Tan Matthias De Lange Michael L. Iuzzolino Bryan A. Plummer Kate Saenko Karl Ridgeway Lorenzo Torresani AI4TS 105 6 0 24 Jul 2023
Multi-View Vertebra Localization and Identification from CT Images Han Wu Jiadong Zhang Yu Fang Zhentao Liu Ni-zhuan Wang Zhiming Cui Dinggang Shen 45 9 0 24 Jul 2023
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features Adrien Bardes Jean Ponce Yann LeCun MDE 104 27 0 24 Jul 2023
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 134 51 0 24 Jul 2023
Downstream-agnostic Adversarial Examples Ziqi Zhou Shengshan Hu Rui-Qing Zhao Qian Wang L. Zhang Junhui Hou Hai Jin SILM AAML 88 25 0 23 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning Jing Wu Jennifer Hobbs N. Hovakimyan SSL 97 20 0 22 Jul 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 79 1 0 22 Jul 2023
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography Yidong Gu Yoshito Otake Keisuke Uemura Mazen Soufi Masaki Takao Hugues Talbot S. Okada Nobuhiko Sugano Yoshinobu Sato OOD 45 10 0 21 Jul 2023
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection Ming Li Jie Wu Xionghui Wang Chen Chen Jie Qin Xu Xiao Rui Wang Min Zheng Xin Pan ObjD VLM 79 18 0 20 Jul 2023
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering Yijun Dong Kevin Miller Qiuyu Lei Rachel A. Ward 58 4 0 20 Jul 2023
Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series Aniruddh Raghu P. Chandak Ridwan Alam John Guttag Collin M. Stultz AI4TS 73 13 0 20 Jul 2023
Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging Analysis Muhammad Osama Khan Yi Fang 73 4 0 20 Jul 2023
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning Borja Rodríguez Gálvez Arno Blaas P. Rodríguez Adam Goliñski Xavier Suau Jason Ramapuram Dan Busbridge Luca Zappella 82 7 0 20 Jul 2023
Identifying Interpretable Subspaces in Image Representations Neha Kalibhat S. Bhardwaj Bayan Bruss Hamed Firooz Maziar Sanjabi Soheil Feizi FAtt 106 28 0 20 Jul 2023
Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study Ke Xu Jiangtao Wang Erik Cambria Dingchang Zheng 71 6 0 19 Jul 2023
MOCA: Self-supervised Representation Learning by Predicting Masked Online Codebook Assignments Spyros Gidaris Andrei Bursuc Oriane Siméoni Antonín Vobecký N. Komodakis Matthieu Cord Patrick Pérez SSL ViT 61 3 0 18 Jul 2023
Online Self-Supervised Thermal Water Segmentation for Aerial Vehicles Connor T. Lee Jonathan Gustafsson Frennert L. Gan M. Anderson Soon-Jo Chung 60 5 0 18 Jul 2023
Towards Task Sampler Learning for Meta-Learning Wenwen Qiang Jingyao Wang Xingzhe Su Changwen Zheng Gang Hua Hui Xiong 108 11 0 18 Jul 2023
Systematic comparison of semi-supervised and self-supervised learning for medical image classification Zhe Huang Ruijie Jiang Shuchin Aeron M. C. Hughes SSL OOD 101 7 0 18 Jul 2023
Towards the Sparseness of Projection Head in Self-Supervised Learning Changwen Zheng Xingzhe Su Wenwen Qiang Jingyao Wang Changwen Zheng Gang Hua 107 3 0 18 Jul 2023
Diffusion Models Beat GANs on Image Classification Soumik Mukhopadhyay M. Gwilliam Vatsal Agarwal Namitha Padmanabhan A. Swaminathan Srinidhi Hegde Dinesh Manocha Abhinav Shrivastava DiffM 163 48 1 17 Jul 2023