ScaleNet: An Unsupervised Representation Learning Method for Limited Information

3 October 2023

Papers citing "ScaleNet: An Unsupervised Representation Learning Method for Limited Information"

50 / 203 papers shown

Title
Snapshot Spectral Clustering -- a costless approach to deep clustering ensembles generation Adam Piróg Halina Kwasnicka 29 1 0 17 Jul 2023
Minimum Description Length Clustering to Measure Meaningful Image Complexity Louis Mahon Thomas Lukasiewicz 26 9 0 26 Jun 2023
XAI for Self-supervised Clustering of Wireless Spectrum Activity Ljupcho Milosheski Gregor Cerar Blaž Bertalanič Carolina Fortuna M. Mohorčič SSL 38 3 0 17 May 2023
ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision Seongho Joe Byoungjip Kim Ho. Kang Kyoungwon Park Bogun Kim Jaeseon Park Joonseok Lee Youngjune Gwon SSL 26 1 0 19 Apr 2023
Self-Supervised Learning of Object Segmentation from Unlabeled RGB-D Videos Shiyang Lu Yunfu Deng Abdeslam Boularias Kostas Bekris VOS 23 0 0 09 Apr 2023
DivClust: Controlling Diversity in Deep Clustering Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras 29 16 0 03 Apr 2023
Self-Supervised Learning for Group Equivariant Neural Networks Yusuke Mukuta Tatsuya Harada SSL 35 0 0 08 Mar 2023
Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCE Yuhui Zhang Yuichiro Wada Hiroki Waida Kaito Goto Yusaku Hino Takafumi Kanamori 27 3 0 06 Mar 2023
Towards Personalized Preprocessing Pipeline Search Diego Martinez Daochen Zha Qiaoyu Tan Xia Hu AI4TS 29 2 0 28 Feb 2023
Unsupervised Domain Adaptation via Distilled Discriminative Clustering Hui Tang Yaowei Wang Kui Jia OOD 23 43 0 23 Feb 2023
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval Xu Wang Dezhong Peng Ming Yan Peng Hu 25 19 0 13 Feb 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 42 2 0 26 Jan 2023
Learning the Relation between Similarity Loss and Clustering Loss in Self-Supervised Learning Jidong Ge YuXiang Liu Jie Gui Lanting Fang Ming Lin James T. Kwok LiGuo Huang B. Luo SSL 19 5 0 08 Jan 2023
GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning Emanuele Sansone Robin Manhaeve SSL 20 9 0 27 Dec 2022
Establishing a stronger baseline for lightweight contrastive models Wenye Lin Yifeng Ding Zhixiong Cao Haitao Zheng 27 2 0 14 Dec 2022
Self-Supervised 3D Traversability Estimation with Proxy Bank Guidance Jihwan Bae Junwon Seo Taekyung Kim Hae-Gon Jeon K. Kwak Inwook Shim 13 8 0 21 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 24 56 0 15 Nov 2022
False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image Zhaoyang Zhang Xuying Wang X. Mei Chao Tao Haifeng Li 29 20 0 15 Nov 2022
Oracle-guided Contrastive Clustering Mengdie Wang Liyuan Shang Suyun Zhao Yiming Wang Hong Chen Cuiping Li Xizhao Wang 19 0 0 01 Nov 2022
Unified Optimal Transport Framework for Universal Domain Adaptation Wanxing Chang Ye Shi H. Tuan Jingya Wang OT 16 60 0 31 Oct 2022
Towards Efficient and Effective Self-Supervised Learning of Visual Representations Sravanti Addepalli Kaushal Bhogale Priyam Dey R. Venkatesh Babu SSL 18 8 0 18 Oct 2022
Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material Classification Prakash Chandra Chhipa Richa Upadhyay Rajkumar Saini Lars Lindqvist R. Nordenskjöld Seiichi Uchida Marcus Liwicki MDE 12 2 0 18 Oct 2022
Grow and Merge: A Unified Framework for Continuous Categories Discovery Xinwei Zhang Jianwen Jiang Yutong Feng Zhi-Fan Wu Xibin Zhao Hai Wan Mingqian Tang Rong Jin Yue Gao CLL 38 29 0 09 Oct 2022
Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps Kuilin Chen Chi-Guhn Lee SSL 40 3 0 07 Oct 2022
Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery Wenbin Li Zhichen Fan Jing Huo Yang Gao 38 22 0 07 Oct 2022
Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning Thi-Thu-Hong Phan Duc Le Brijesh Patel Donald Adjeroh Jingxian Wu M. Jensen Ngan Le 25 11 0 30 Sep 2022
Rethinking Clustering-Based Pseudo-Labeling for Unsupervised Meta-Learning Xingping Dong Jianbing Shen Ling Shao 32 7 0 27 Sep 2022
Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature Descriptors Hao Dong Xieyuanli Chen Mihai Dusmanu Viktor Larsson Marc Pollefeys C. Stachniss 20 6 0 27 Sep 2022
Diversified Dynamic Routing for Vision Tasks Botos Csaba Adel Bibi Yanwei Li Philip H. S. Torr Ser-Nam Lim MoE 45 0 0 26 Sep 2022
Feature diversity in self-supervised learning Pranshu Malviya Arjun Vaithilingam Sudhakar SSL LRM 12 2 0 02 Sep 2022
Adaptive Soft Contrastive Learning Chen Feng Ioannis Patras SSL 25 19 0 22 Jul 2022
Unsupervised pre-training of graph transformers on patient population graphs Chantal Pellegrini Nassir Navab Anees Kazi MedIm AI4CE 44 11 0 21 Jul 2022
SVGraph: Learning Semantic Graphs from Instructional Videos Madeline Chantry Schiappa Y. S. Rawat 17 4 0 16 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 23 13 0 11 Jul 2022
SSL-Lanes: Self-Supervised Learning for Motion Forecasting in Autonomous Driving Prarthana Bhattacharyya Chengjie Huang Krzysztof Czarnecki SSL 42 55 0 28 Jun 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Y. S. Rawat M. Shah SSL 36 131 0 18 Jun 2022
OmniMAE: Single Model Masked Pretraining on Images and Videos Rohit Girdhar Alaaeldin El-Nouby Mannat Singh Kalyan Vasudev Alwala Armand Joulin Ishan Misra ViT 37 97 0 16 Jun 2022
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning M. Gwilliam Abhinav Shrivastava SSL 76 19 1 16 Jun 2022
From Keypoints to Object Landmarks via Self-Training Correspondence: A novel approach to Unsupervised Landmark Discovery Dimitrios Mallis Enrique Sanchez Matt Bell Georgios Tzimiropoulos SSL 3DPC 43 6 0 31 May 2022
Contrasting quadratic assignments for set-based representation learning A. Moskalev Ivan Sosnovik Volker Fischer A. Smeulders SSL 32 9 0 31 May 2022
Contrastive Siamese Network for Semi-supervised Speech Recognition S. Khorram Jaeyoung Kim Anshuman Tripathi Han Lu Qian Zhang Hasim Sak SSL 27 11 0 27 May 2022
Learning Representations for New Sound Classes With Continual Self-Supervised Learning Zhepei Wang Cem Subakan Xilin Jiang Junkai Wu Efthymios Tzinis Mirco Ravanelli Paris Smaragdis CLL SSL 67 19 0 15 May 2022
Toward a Geometrical Understanding of Self-supervised Contrastive Learning Romain Cosentino Anirvan M. Sengupta Salman Avestimehr Mahdi Soltanolkotabi Antonio Ortega Ted Willke Mariano Tepper SSL 45 17 0 13 May 2022
Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning Na Dong Yongqiang Zhang Mingli Ding G. Lee CLL 42 29 0 09 May 2022
A High-Accuracy Unsupervised Person Re-identification Method Using Auxiliary Information Mined from Datasets Hehan Teng Tao He Yuchen Guo Guiguang Ding 24 3 0 06 May 2022
MAD: Self-Supervised Masked Anomaly Detection Task for Multivariate Time Series Yiwei Fu Feng Xue AI4TS 26 15 0 04 May 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis F. Haghighi M. Taher Michael B. Gotway Jianming Liang MedIm 19 72 0 21 Apr 2022
Contrastive Test-Time Adaptation Dian Chen Dequan Wang Trevor Darrell Sayna Ebrahimi TTA 19 255 0 21 Apr 2022
Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation Xiyu Wang Yuecong Xu K. Mao Jianfei Yang 21 8 0 13 Apr 2022
Robust Cross-Modal Representation Learning with Progressive Self-Distillation A. Andonian Shixing Chen Raffay Hamid VLM 29 54 0 10 Apr 2022