Auxiliary Tasks in Multi-task Learning

16 May 2018

Papers citing "Auxiliary Tasks in Multi-task Learning"

21 / 21 papers shown

Title
Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations Abdolmehdi Behroozi Chaopeng Shen and Daniel Kifer AI4CE 15 0 0 13 May 2025
Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining Weizhen He Yunfeng Yan Shixiang Tang Yiheng Deng Yangyang Zhong Pengxin Luo Donglian Qi VLM 86 1 0 29 Apr 2025
Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Dong Zhang Kwang-Ting Cheng MedIm 20 0 0 03 Jan 2025
Training Strategies for Isolated Sign Language Recognition Karina Kvanchiani Roman Kraynov Elizaveta Petrova Petr Surovcev Aleksandr Nagaev A. Kapitanov 76 0 0 16 Dec 2024
Enhanced Object Tracking by Self-Supervised Auxiliary Depth Estimation Learning Zhenyu Wei Yujie He Zhanchuan Cai MDE 35 0 0 23 May 2024
A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object Detection Chao Hao Zitong Yu Xin Liu Jun Xu Huanjing Yue Jingyu Yang ViT 29 6 0 29 Feb 2024
WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classification Haitao Gan Lingchao Fu Ran Zhou Weiyan Gan Furong Wang Xiaoyan Wu Zhi Yang Zhongwei Huang 15 2 0 25 Jan 2024
Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning Geri Skenderi Luigi Capogrosso Andrea Toaiari Matteo Denitto Franco Fummi Simone Melzi Marco Cristani OOD 21 0 0 13 Oct 2023
Constructing Time-Series Momentum Portfolios with Deep Multi-Task Learning Joel Ong Dorien Herremans AI4TS 12 6 0 08 Jun 2023
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers Félix Gaschi Patricio Cerda Parisa Rastin Y. Toussaint 17 9 0 05 Jun 2023
Generating Evidential BEV Maps in Continuous Driving Space Yunshuang Yuan Hao Cheng M. Yang Monika Sester 23 10 0 06 Feb 2023
PanDepth: Joint Panoptic Segmentation and Depth Completion J. Lagos Esa Rahtu 3DPC VLM 28 1 0 29 Dec 2022
Multimodal Transformer Distillation for Audio-Visual Synchronization Xuan-Bo Chen Haibin Wu Chung-Che Wang Hung-yi Lee J. Jang 24 3 0 27 Oct 2022
Self-Supervised Attention Networks and Uncertainty Loss Weighting for Multi-Task Emotion Recognition on Vocal Bursts Vincent Karas Andreas Triantafyllopoulos Meishu Song Björn W. Schuller 24 4 0 15 Sep 2022
AutoPET Challenge 2022: Step-by-Step Lesion Segmentation in Whole-body FDG-PET/CT Zhantao Liu S. Zhong Junyang Mo MedIm 24 3 0 04 Sep 2022
Redundancy Reduction Twins Network: A Training framework for Multi-output Emotion Regression Xin Jing Meishu Song Andreas Triantafyllopoulos Zijiang Yang Björn W. Schuller 13 8 0 18 Jun 2022
LitMC-BERT: transformer-based multi-label classification of biomedical literature with an application on COVID-19 literature curation Qingyu Chen Jingcheng Du Alexis Allot Zhiyong Lu 10 25 0 19 Apr 2022
Factored Adaptation for Non-Stationary Reinforcement Learning Fan Feng Biwei Huang Kun Zhang Sara Magliacane CML OffRL 32 32 0 30 Mar 2022
A Multi-modal Fusion Framework Based on Multi-task Correlation Learning for Cancer Prognosis Prediction Kaiwen Tan Weixian Huang Xiaofeng Liu Jinlong Hu Shoubin Dong 19 42 0 22 Jan 2022
MTCD: Cataract Detection via Near Infrared Eye Images Pavani Tripathi Yasmeena Akhter Mahapara Khurshid Aditya Lakra Rohit Keshari Mayank Vatsa Richa Singh 11 16 0 06 Oct 2021
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification Lukas Liebel Marco Körner 3DH 36 25 0 25 Jul 2019