Cross-stitch Networks for Multi-task Learning

12 April 2016

Papers citing "Cross-stitch Networks for Multi-task Learning"

50 / 205 papers shown

Title
Feature Pyramid Network for Multi-task Affective Analysis Ruian He Zhen Xing Weimin Tan Bo Yan CVBM 33 8 0 08 Jul 2021
Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy Anuja Vats Marius Pedersen A. Mohammed Ø. Hovde 14 7 0 30 Jun 2021
Multitask Learning for Scalable and Dense Multilayer Bayesian Map Inference Lu Gan Youngji Kim J. Grizzle Jeffrey M. Walls Ayoung Kim Ryan Eustice Maani Ghaffari 32 15 0 28 Jun 2021
Heterogeneous Multi-task Learning with Expert Diversity Raquel Y. S. Aoki Frederick Tung Gabriel L. Oliveira MoE 39 22 0 20 Jun 2021
Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip Xindi Hu Limin Wang Xin Yang Xu Zhou Wufeng Xue ... Yuhao Huang Shuangping Guo N. Shang Dong Ni Ning Gu 13 14 0 10 Jun 2021
Towards Dynamic Feature Selection with Attention to Assist Banking Customers in Establishing a New Business M. Edrisi 27 0 0 09 May 2021
Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer M. Elmahdy Laurens Beljaards Sahar Yousefi Hessam Sokooti F. Verbeek U. A. van der Heide Marius Staring 27 20 0 05 May 2021
Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations Pongpisit Thanasutives M. Numao Ken-ichi Fukui AI4CE 22 24 0 29 Apr 2021
Multi-target prediction for dummies using two-branch neural networks Dimitrios Iliadis B. De Baets Willem Waegeman 17 9 0 19 Apr 2021
MT-Opt: Continuous Multi-Task Robotic Reinforcement Learning at Scale Dmitry Kalashnikov Jacob Varley Yevgen Chebotar Benjamin Swanson Rico Jonschkowski Chelsea Finn Sergey Levine Karol Hausman OffRL 47 270 0 16 Apr 2021
Software/Hardware Co-design for Multi-modal Multi-task Learning in Autonomous Systems Cong Hao Deming Chen 13 20 0 08 Apr 2021
Exploiting Method Names to Improve Code Summarization: A Deliberation Multi-Task Learning Approach Rui Xie Wei Ye Jinan Sun Shikun Zhang 20 26 0 21 Mar 2021
End-to-end optimized image compression for multiple machine tasks Lahiru D. Chamain Fabien Racapé Jean Bégaint Akshay Pushparaja Simon Feltman 21 22 0 06 Mar 2021
Attention-Enhanced Cross-Task Network for Analysing Multiple Attributes of Lung Nodules in CT Xiaohang Fu Lei Bi Ashnil Kumar M. Fulham Jinman Kim 11 29 0 05 Mar 2021
RotoGrad: Gradient Homogenization in Multitask Learning Adrián Javaloy Isabel Valera 21 86 0 03 Mar 2021
Deep Multi-Task Learning for Joint Localization, Perception, and Prediction John Phillips Julieta Martinez Ioan Andrei Bârsan Sergio Casas Abbas Sadat R. Urtasun 35 36 0 17 Jan 2021
Exploiting Learnable Joint Groups for Hand Pose Estimation Moran Li Yuan Gao Nong Sang 3DH 23 35 0 17 Dec 2020
Detecting 32 Pedestrian Attributes for Autonomous Vehicles Taylor Mordan Matthieu Cord P. Pérez Alexandre Alahi 24 22 0 04 Dec 2020
Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework S. Yadav Jainish Chauhan Joy Prakash Sain K. Thirunarayan A. Sheth Jeremiah A. Schumm 16 42 0 12 Nov 2020
Measuring and Harnessing Transference in Multi-Task Learning Christopher Fifty Ehsan Amid Zhe Zhao Tianhe Yu Rohan Anil Chelsea Finn 28 15 0 29 Oct 2020
An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection Yin Cao Turab Iqbal Qiuqiang Kong Y. Zhong Wenwu Wang Mark D. Plumbley 16 75 0 25 Oct 2020
Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout Zhao Chen Jiquan Ngiam Yanping Huang Thang Luong Henrik Kretzschmar Yuning Chai Dragomir Anguelov 41 206 0 14 Oct 2020
The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings Elliot Meyerson Risto Miikkulainen 16 12 0 05 Oct 2020
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network Sijin Kim Namhyuk Ahn Kyung-ah Sohn 25 7 0 30 Sep 2020
Scalable Transfer Learning with Expert Models J. Puigcerver C. Riquelme Basil Mustafa Cédric Renggli André Susano Pinto Sylvain Gelly Daniel Keysers N. Houlsby 34 62 0 28 Sep 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 48 609 0 10 Sep 2020
Multiple Classification with Split Learning Jongwon Kim Sungho Shin Yeonguk Yu Junseok Lee Kyoobin Lee FedML 15 12 0 22 Aug 2020
What Should Not Be Contrastive in Contrastive Learning Tete Xiao Xiaolong Wang Alexei A. Efros Trevor Darrell SSL DRL 35 298 0 13 Aug 2020
Assisting Scene Graph Generation with Self-Supervision Sandeep Inuganti V. Balasubramanian SSL 13 7 0 08 Aug 2020
Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference Menelaos Kanakis David Brüggemann Suman Saha Stamatios Georgoulis Anton Obukhov Luc Van Gool CLL 30 72 0 24 Jul 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision Xiangtai Li Xia Li Li Zhang Guangliang Cheng Jianping Shi Zhouchen Lin Shaohua Tan Yunhai Tong 20 255 0 20 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 39 204 0 17 Jul 2020
On Predicting Personal Values of Social Media Users using Community-Specific Language Features and Personal Value Correlation Amila Silva Pei-Chi Lo Ee-Peng Lim 11 11 0 16 Jul 2020
Maximum Roaming Multi-Task Learning Lucas Pascal Pietro Michiardi Xavier Bost B. Huet Maria A. Zuluaga 31 31 0 17 Jun 2020
Towards Robust Pattern Recognition: A Review Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 19 102 0 12 Jun 2020
SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems Leo F. Isikdogan Bhavin V. Nayak Chyuan-Tyng Wu Joao Peralta Moreira R. Sushma G. Michael 10 7 0 12 Jun 2020
Learning to Branch for Multi-Task Learning Pengsheng Guo Chen-Yu Lee Daniel Ulbricht 18 174 0 02 Jun 2020
Multitask Learning with Single Gradient Step Update for Task Balancing Sungjae Lee Youngdoo Son 27 22 0 20 May 2020
Understanding and Improving Information Transfer in Multi-Task Learning Sen Wu Hongyang R. Zhang Christopher Ré 18 154 0 02 May 2020
Emerging Relation Network and Task Embedding for Multi-Task Regression Problems Jens Schreiber Bernhard Sick AI4TS 12 12 0 29 Apr 2020
Multi-Task Learning for Dense Prediction Tasks: A Survey Simon Vandenhende Stamatios Georgoulis Wouter Van Gansbeke Marc Proesmans Dengxin Dai Luc Van Gool CVBM 24 72 0 28 Apr 2020
A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy Laurens Beljaards M. Elmahdy F. Verbeek Marius Staring 3DV 36 15 0 17 Apr 2020
Generating Fact Checking Explanations Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein 19 188 0 13 Apr 2020
Multi-Task Learning via Co-Attentive Sharing for Pedestrian Attribute Recognition Haitian Zeng H. Ai Zijie Zhuang Long Chen 17 33 0 07 Apr 2020
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning Yuan Gao Haoping Bai Zequn Jie Jiayi Ma Kui Jia Wei Liu 14 94 0 31 Mar 2020
Multi-Task Reinforcement Learning with Soft Modularization Ruihan Yang Huazhe Xu Yi Wu Xiaolong Wang 27 175 0 30 Mar 2020
Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN Jingwen Ye Yixin Ji Xinchao Wang Xin Gao Xiuming Zhang 29 53 0 20 Mar 2020
LEEP: A New Measure to Evaluate Transferability of Learned Representations Cuong V Nguyen Tal Hassner Matthias Seeger Cédric Archambeau 28 213 0 27 Feb 2020
MPM: Joint Representation of Motion and Position Map for Cell Tracking Junya Hayashida Kazuya Nishimura Ryoma Bise VOT 32 31 0 25 Feb 2020
Leveraging Code Generation to Improve Code Retrieval and Summarization via Dual Learning Wei Ye Rui Xie Jinglei Zhang Tianxiang Hu Xiaoyin Wang Shikun Zhang 23 74 0 24 Feb 2020