Multi-task Self-Supervised Visual Learning

25 August 2017

Papers citing "Multi-task Self-Supervised Visual Learning"

50 / 364 papers shown

Title
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation Mohammad Rostami Dayuan Jian Ruitong Sun 81 0 0 01 Jul 2025
Self Distillation via Iterative Constructive Perturbations Maheak Dave Aniket K. Singh Aryan Pareek Harshita Jha Debasis Chaudhuri Manish P. Singh ODL 47 0 0 20 May 2025
Improving Unsupervised Task-driven Models of Ventral Visual Stream via Relative Position Predictivity Dazhong Rong Hao Dong Xing Gao Jiyu Wei Di Hong Yaoyao Hao Qinming He Yun Wang 44 0 0 13 May 2025
Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning Yuhan Liu Lin Ning Neo Wu Karan Singhal Philip Mansfield D. Berlowitz Sushant Prakash Bradley Green SSL 117 0 0 02 May 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 103 0 0 18 Mar 2025
Learning from Noisy Labels with Contrastive Co-Transformer Yan Han S. Roy Mehrtash Harandi L. Petersson NoLa 102 0 0 04 Mar 2025
A Review on Self-Supervised Learning for Time Series Anomaly Detection: Recent Advances and Open Challenges Aitor Sánchez-Ferrera Borja Calvo Jose A. Lozano AI4TS 130 0 0 28 Jan 2025
Scalable Early Childhood Reading Performance Prediction Zhongkai Shangguan Zanming Huang Eshed Ohn-Bar Ola Ozernov-Palchik Derek Kosty Michael Stoolmiller Hank Fien AI4Ed 99 1 0 05 Dec 2024
SSHNet: Unsupervised Cross-modal Homography Estimation via Problem Reformulation and Split Optimization Junchen Yu Si-Yuan Cao Runmin Zhang Chenghao Zhang Jianxin Hu Zhu Yu Bailin Yang Hui-Liang Shen 74 0 0 26 Sep 2024
Self-Supervised Audio-Visual Soundscape Stylization Tingle Li Renhao Wang Po-Yao Huang Andrew Owens Gopala Anumanchipalli DiffM SSL 98 5 0 22 Sep 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail Mustansar Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 274 5 0 30 Aug 2024
Learning to Select the Best Forecasting Tasks for Clinical Outcome Prediction Yuan Xue Nan Du A. Mottram Martin G. Seneviratne Andrew M. Dai AI4TS 92 0 0 28 Jul 2024
CerberusDet: Unified Multi-Task Object Detection Irina Tolstykh Mikhail Chernyshov Maksim Kuprashevich VLM ObjD 86 0 0 17 Jul 2024
SCPNet: Unsupervised Cross-modal Homography Estimation via Intra-modal Self-supervised Learning Runmin Zhang Jun Ma Si-Yuan Cao Lun Luo B. Yu Shu-Jie Chen Junwei Li Hui-Liang Shen 59 2 0 11 Jul 2024
Self-supervised visual learning from interactions with objects A. Aubret Céline Teulière Jochen Triesch 106 5 0 09 Jul 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 127 6 0 26 Apr 2024
Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition Marah Halawa Florian Blume Pia Bideau Martin Maier Rasha Abdel Rahman Olaf Hellwich CVBM 64 2 0 16 Apr 2024
Predicting the Intention to Interact with a Service Robot:the Role of Gaze Cues Simone Arreghini Gabriele Abbate Alessandro Giusti Antonio Paolillo 88 3 0 02 Apr 2024
Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders Alexandre Eymaël Renaud Vandeghen A. Cioppa Silvio Giancola Guohao Li Marc Van Droogenbroeck ViT 75 8 0 26 Mar 2024
Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes Tianwei Zhang Dong Wei Mengmeng Zhua Shi Gu Yefeng Zheng SSL 62 0 0 25 Mar 2024
Exploring the Task-agnostic Trait of Self-supervised Learning in the Context of Detecting Mental Disorders Rohan kumar Gupta Rohit Sinha 90 0 0 22 Mar 2024
On Pretraining Data Diversity for Self-Supervised Learning Hasan Hammoud Tuhin Das Fabio Pizzati Philip Torr Adel Bibi Guohao Li 150 3 0 20 Mar 2024
Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks Tianyu Fan Lirong Wu Yufei Huang Haitao Lin Cheng Tan Zhangyang Gao Stan Z. Li 86 3 0 03 Mar 2024
Data-efficient Large Vision Models through Sequential Autoregression Jianyuan Guo Zhiwei Hao Chengcheng Wang Yehui Tang Han Wu Han Hu Kai Han Chang Xu VLM 106 10 0 07 Feb 2024
BootsTAP: Bootstrapped Training for Tracking-Any-Point Carl Doersch Pauline Luc Yi Yang Dilara Gokay Skanda Koppula ... Joseph Heyward Ignacio Rocco Ross Goroshin João Carreira Andrew Zisserman 111 42 0 01 Feb 2024
Multitask Learning in Minimally Invasive Surgical Vision: A Review Oluwatosin O. Alabi Tom Vercauteren Miaojing Shi 71 1 0 16 Jan 2024
PhilEO Bench: Evaluating Geo-Spatial Foundation Models Casper Fibaek Luke Camilleri Andreas Luyts Nikolaos Dionelis B. L. Saux 98 17 0 09 Jan 2024
Elastic Multi-Gradient Descent for Parallel Continual Learning Fan Lyu Wei Feng Yuepan Li Qing Sun Fanhua Shang Liang Wan Liang Wang 57 2 0 02 Jan 2024
Residual Learning for Image Point Descriptors Rashik Shrestha Ajad Chhatkuli Menelaos Kanakis Luc Van Gool 55 0 0 24 Dec 2023
The Counterattack of CNNs in Self-Supervised Learning: Larger Kernel Size might be All You Need Tianjin Huang Tianlong Chen Zhangyang Wang Shiwei Liu 62 1 0 09 Dec 2023
Sequential Modeling Enables Scalable Learning for Large Vision Models Yutong Bai Xinyang Geng K. Mangalam Amir Bar Alan Yuille Trevor Darrell Jitendra Malik Alexei A. Efros MLLM VLM 84 169 0 01 Dec 2023
CLearViD: Curriculum Learning for Video Description Cheng-Yu Chuang Pooyan Fazli 58 1 0 08 Nov 2023
Pelvic floor MRI segmentation based on semi-supervised deep learning Jianwei Zuo Fei Feng Zhuhui Wang J. A. Ashton-Miller J. Delancey Jiajia Luo 60 0 0 06 Nov 2023
$M$^{3}$3D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding$ M $^{3}$ 3D: Learning 3D priors using Multi-Modal Masked Autoencoders for 2D image and video understanding Muhammad Abdullah Jamal Omid Mohareri 3DPC 66 1 0 26 Sep 2023
Self-Supervised Prediction of the Intention to Interact with a Service Robot Gabriele Abbate Alessandro Giusti Viktor Schmuck Oya Celiktutan Antonio Paolillo SSL 70 13 0 14 Sep 2023
TCGAN: Convolutional Generative Adversarial Network for Time Series Classification and Clustering F. Huang Yangdong Deng GAN AI4TS 55 1 0 09 Sep 2023
OFVL-MS: Once for Visual Localization across Multiple Indoor Scenes Tao Xie Kun Dai Si-Tong Lu K. Wang Zhiqiang Jiang Jin Gao Dedong Liu Jinfeng Xu Lijun Zhao Rui Li 109 9 0 23 Aug 2023
JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset Student-Teacher Scenario for Video Action Recognition L. Bicsi B. Alexe Radu Tudor Ionescu Marius Leordeanu 45 2 0 09 Aug 2023
Optimization on Pareto sets: On a theory of multi-objective optimization Abhishek Roy Geelon So Yining Ma 101 8 0 04 Aug 2023
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives Chuntao Ding Zhichao Lu Shangguang Wang Ran Cheng Vishnu Boddeti MoMe 91 21 0 03 Aug 2023
The Paradigm Shifts in Artificial Intelligence V. Dhar AI4TS AI4CE 70 1 0 02 Aug 2023
When Multi-Task Learning Meets Partial Supervision: A Computer Vision Review Maxime Fontana Michael W. Spratling Miaojing Shi 85 7 0 25 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
Joint Perceptual Learning for Enhancement and Object Detection in Underwater Scenarios C. Fu Wanqi Yuan Jiewen Xiao Risheng Liu Xin-Yue Fan 64 0 0 07 Jul 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 90 3 0 26 Jun 2023
Task-Robust Pre-Training for Worst-Case Downstream Adaptation Jianghui Wang Cheng Yang Xingyu Xie Cong Fang Zhouchen Lin OOD 68 0 0 21 Jun 2023
Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions Haipeng Li Di Liu Yunzhi Zeng Shuaicheng Liu Tao Gan N. Rao Jin-lin Yang Bing Zeng 99 6 0 09 Jun 2023
Independent Component Alignment for Multi-Task Learning Dmitry Senushkin Nikolay Patakin Arseny Kuznetsov Anton Konushin CVBM 97 46 0 30 May 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation Ilana D Naiman Nimrod Berman Omri Azencot DRL 99 6 0 25 May 2023
How does Contrastive Learning Organize Images? Yunzhe Zhang Yao Lu Qi Xuan SSL 64 1 0 17 May 2023