Title
BenthicNet: A global compilation of seafloor images for deep learning applications Scott C. Lowe B. Misiuk Isaac Xu Shakhboz Abdulazizov A. R. Baroi ... Jordan A. Thomson Brittany R. Wilson Melisa C. Wong Craig J. Brown Thomas Trappenberg 49 3 0 08 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 64 1 0 08 May 2024
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data Shusen Jing Anlan Yu Shuai Zhang Songyang Zhang FedML 31 1 0 07 May 2024
S3Former: Self-supervised High-resolution Transformer for Solar PV Profiling Minh-Triet Tran Adrian de Luis Haitao Liao Ying Huang Roy McCann Alan Mantooth Jack Cothren Ngan Le 90 0 0 07 May 2024
CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification Sankalp Sinha Muhammad Gul Zain Ali Khan Talha Uddin Sheikh Didier Stricker Muhammad Zeshan Afzal VLM 21 1 0 06 May 2024
Classification of Breast Cancer Histopathology Images using a Modified Supervised Contrastive Learning Method Matina Mahdizadeh Sani Ali Royat M. Baghshah 33 0 0 06 May 2024
A Generalization Theory of Cross-Modality Distillation with Contrastive Learning Hangyu Lin Chen Liu Chengming Xu Zhengqi Gao Yanwei Fu Yuan Yao VLM 47 0 0 06 May 2024
Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning Jiewen Deng Renhe Jiang Jiaqi Zhang Xuan Song AI4TS 30 3 0 06 May 2024
JOSENet: A Joint Stream Embedding Network for Violence Detection in Surveillance Videos Pietro Nardelli Danilo Comminiello 32 0 0 05 May 2024
A Mutual Information Perspective on Federated Contrastive Learning Christos Louizos M. Reisser Denis Korzhenkov SSL FedML 32 2 0 03 May 2024
Torch2Chip: An End-to-end Customizable Deep Neural Network Compression and Deployment Toolkit for Prototype Hardware Accelerator Design Jian Meng Yuan Liao Anupreetham Anupreetham Ahmed Hassan Shixing Yu Han-Sok Suh Xiaofeng Hu Jae-sun Seo MQ 49 2 0 02 May 2024
Adapting Self-Supervised Learning for Computational Pathology Eric Zimmermann Neil Tenenholtz James Hall George Shaikovski Michal Zelechowski ... Fausto Milletari Julian Viret Eugene Vorontsov Siqi Liu Kristen Severson OOD 46 1 0 02 May 2024
Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers Saahil Islam Venkatesh N. Murthy Dominik Neumann Badhan Kumar Das Puneet Sharma Andreas Maier Dorin Comaniciu Florin-Cristian Ghesu 39 1 0 02 May 2024
KITE: A Kernel-based Improved Transferability Estimation Method Yunhui Guo 45 0 0 01 May 2024
SemiPL: A Semi-supervised Method for Event Sound Source Localization Yue Li Baiqiao Yin Jinfu Liu Jiajun Wen Jiaying Lin Mengyuan Liu 40 0 0 30 Apr 2024
Pessimistic Value Iteration for Multi-Task Data Sharing in Offline Reinforcement Learning Chenjia Bai Lingxiao Wang Jianye Hao Zhuoran Yang Bin Zhao Zhen Wang Xuelong Li OffRL 37 9 0 30 Apr 2024
Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection Cai Yu Shan Jia Xiaomeng Fu Jin Liu Jiahe Tian Jiao Dai Xi Wang Siwei Lyu Jizhong Han 42 5 0 30 Apr 2024
Evaluating Deep Clustering Algorithms on Non-Categorical 3D CAD Models Siyuan Xiang Chin Tseng Congcong Wen Deshana Desai Yifeng Kou B. Starly Daniele Panozzo Chen Feng 3DPC 52 0 0 29 Apr 2024
Integrating Present and Past in Unsupervised Continual Learning Yipeng Zhang Laurent Charlin R. Zemel Mengye Ren CLL 43 3 0 29 Apr 2024
Self-supervised learning for classifying paranasal anomalies in the maxillary sinus Debayan Bhattacharya F. Behrendt B. Becker Lennart Maack Dirk Beyersdorff ... B. Cheng D. Eggert C. Betz A. Hoffmann Alexander Schlaefer SSL 31 0 0 29 Apr 2024
Deep Boosting Learning: A Brand-new Cooperative Approach for Image-Text Matching Haiwen Diao Ying Zhang Shang Gao Xiang Ruan Huchuan Lu 36 3 0 28 Apr 2024
SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals C. Ding Zhicheng Guo Zhaoliang Chen Randall J Lee Cynthia Rudin Xiao Hu MedIm 48 1 0 26 Apr 2024
Learning text-to-video retrieval from image captioning Lucas Ventura Cordelia Schmid Gül Varol 3DV 44 3 0 26 Apr 2024
Comparison of self-supervised in-domain and supervised out-domain transfer learning for bird species recognition H. Ghaffari Paul Devos 45 0 0 26 Apr 2024
Self-supervised visual learning in the low-data regime: a comparative evaluation Sotirios Konstantakos Despina Ioanna Chalkiadaki Ioannis Mademlis Yuki M. Asano E. Gavves Georgios Th. Papadopoulos 42 6 0 26 Apr 2024
Made to Order: Discovering monotonic temporal changes via self-supervised video ordering Charig Yang Weidi Xie Andrew Zisserman 36 2 0 25 Apr 2024
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals Oliver Hahn Nikita Araslanov Simone Schaub-Meyer Stefan Roth 3DPC 46 3 0 25 Apr 2024
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud Ayumu Saito Prachi Kudeshia Jiju Poovvancheri 3DPC 45 7 0 25 Apr 2024
Learning Discriminative Spatio-temporal Representations for Semi-supervised Action Recognition Yu Wang Sanpin Zhou Kun Xia Le Wang 42 0 0 25 Apr 2024
Enhancing Diagnosis through AI-driven Analysis of Reflectance Confocal Microscopy Hong-Jun Yoon Chris Keum A. Witkowski J. Ludzik Tracy Petrie Heidi A. Hanson S. Leachman 27 3 0 24 Apr 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision M. Taher Michael B. Gotway Jianming Liang MedIm 34 5 0 24 Apr 2024
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis Jiaxin Zhuang Linshan Wu Qiong Wang V. Vardhanabhuti Lin Luo Hao Chen Hao Chen 57 4 0 24 Apr 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 32 1 0 23 Apr 2024
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks Sophia Sirko-Galouchenko Alexandre Boulch Spyros Gidaris Andrei Bursuc Antonín Vobecký Patrick Pérez Renaud Marlet 3DPC 38 7 0 22 Apr 2024
General Item Representation Learning for Cold-start Content Recommendations Jooeun Kim Jinri Kim Kwangeun Yeo Eungi Kim Kyoung-Woon On Jonghwan Mun Joonseok Lee VLM 32 1 0 22 Apr 2024
A Multimodal Automated Interpretability Agent Tamar Rott Shaham Sarah Schwettmann Franklin Wang Achyuta Rajaram Evan Hernandez Jacob Andreas Antonio Torralba 39 18 0 22 Apr 2024
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation Gensheng Pei Yazhou Yao Jianbo Jiao Wenguan Wang Liqiang Nie Jinhui Tang VOS 32 1 0 21 Apr 2024
SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals Jeremy Speth Nathan Vance Patrick Flynn Adam Czajka 38 1 0 20 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 47 1 0 18 Apr 2024
Equivariant Spatio-Temporal Self-Supervision for LiDAR Object Detection Deepti Hegde Suhas Lohit Kuan-Chuan Peng Michael J. Jones Vishal M. Patel 3DPC 42 0 0 17 Apr 2024
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification Qi Han Zhibo Tian Chengwei Xia Kun Zhan SSL 32 5 0 17 Apr 2024
EMC $^2$ : Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence Chung-Yiu Yau Hoi-To Wai Parameswaran Raman Soumajyoti Sarkar Mingyi Hong 39 1 0 16 Apr 2024
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation Mattia Litrico Davide Talon Sebastiano Battiato Alessio Del Bue M. Giuffrida Pietro Morerio UQCV 40 0 0 16 Apr 2024
Self-Supervised Visual Preference Alignment Ke Zhu Liang Zhao Zheng Ge Xiangyu Zhang 35 12 0 16 Apr 2024
Integration of Self-Supervised BYOL in Semi-Supervised Medical Image Recognition Hao Feng Yuanzhe Jia Ruijia Xu Mukesh Prasad Ali Anaissi Ali Braytee 35 3 0 16 Apr 2024
Self-Supervised Learning Featuring Small-Scale Image Dataset for Treatable Retinal Diseases Classification Luffina C. Huang Darren J. Chiu Manish Mehta 42 1 0 15 Apr 2024
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? Shruthi Gowda Elahe Arani Bahram Zonooz 36 1 0 15 Apr 2024
Real-world Instance-specific Image Goal Navigation for Service Robots: Bridging the Domain Gap with Contrastive Learning Taichi Sakaguchi Akira Taniguchi Y. Hagiwara Lotfi El Hafi Shoichi Hasegawa T. Taniguchi 38 0 0 15 Apr 2024
Learning Tracking Representations from Single Point Annotations Qiangqiang Wu Antoni B. Chan 33 1 0 15 Apr 2024
An Experimental Comparison Of Multi-view Self-supervised Methods For Music Tagging Gabriel Meseguer-Brocal Dorian Desblancs Romain Hennequin SSL 44 3 0 14 Apr 2024