A Survey on Multi-Task Learning

25 July 2017

Papers citing "A Survey on Multi-Task Learning"

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Title
Collaborative likelihood-ratio estimation over graphs Alejandro de la Concha Nicolas Vayatis Argyris Kalogeratos 33 1 0 28 May 2022
Selective Inference for Sparse Multitask Regression with Applications in Neuroimaging Snigdha Panigrahi Natasha Stewart Chandra S. Sripada Elizaveta Levina 29 2 0 27 May 2022
Representation Projection Invariance Mitigates Representation Collapse Anastasia Razdaibiedina A. Khetan Zohar Karnin Daniel Khashabi Vishaal Kapoor V. Madan 50 5 0 23 May 2022
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation Qianqian Dong Fengpeng Yue Tom Ko Mingxuan Wang Qibing Bai Yu Zhang 51 16 0 18 May 2022
3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis Yang Zhou Zhiwen Yang Hui Zhang E. Chang Yubo Fan Yan Xu GAN MedIm 36 17 0 18 May 2022
MulT: An End-to-End Multitask Learning Transformer Deblina Bhattacharjee Tong Zhang Sabine Süsstrunk Mathieu Salzmann ViT 47 63 0 17 May 2022
Learning Multitask Gaussian Bayesian Networks Shuai Liu Yixuan Qiu Baojuan Li Huaning Wang Xiangyu Chang 14 2 0 11 May 2022
Predictive Compliance Monitoring in Process-Aware Information Systems: State of the Art, Functionalities, Research Directions Stefanie Rinderle-Ma Karolin Winter Janik-Vasily Benzin 27 10 0 10 May 2022
Over-the-Air Federated Multi-Task Learning via Model Sparsification and Turbo Compressed Sensing Haoming Ma Xiaojun Yuan Z. Ding Dian Fan Jun Fang 29 1 0 08 May 2022
Leaf Tar Spot Detection Using RGB Images Sriram Baireddy Dayun Lee C. Góngora-Canul C. Cruz Edward J. Delp 17 1 0 02 May 2022
AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks Chin-Lun Fu Zih-Ching Chen Yun-Ru Lee Hung-yi Lee 35 44 0 30 Apr 2022
Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review Daniel Rosendo Alexandru Costan P. Valduriez Gabriel Antoniu 19 80 0 29 Apr 2022
Task Embedding Temporal Convolution Networks for Transfer Learning Problems in Renewable Power Time-Series Forecast Jens Schreiber S. Vogt Bernhard Sick AI4TS 19 10 0 29 Apr 2022
Where in the World is this Image? Transformer-based Geo-localization in the Wild Shraman Pramanick E. Nowara Joshua Gleason Carlos D. Castillo Rama Chellappa ViT 21 30 0 29 Apr 2022
Personalized Federated Learning with Multiple Known Clusters Boxiang Lyu Filip Hanzely Mladen Kolar FedML 30 3 0 28 Apr 2022
Improving Feature Generalizability with Multitask Learning in Class Incremental Learning Dongpeng Ma Chi Ian Tang Cecilia Mascolo CLL 22 4 0 26 Apr 2022
Multi-scale reconstruction of undersampled spectral-spatial OCT data for coronary imaging using deep learning Xueshen Li Shengting Cao Hongshan Liu X. Yao B. Brott S. Litovsky Xiaoyu Song Yuye Ling Yu Gan 14 12 0 25 Apr 2022
On Distribution Shift in Learning-based Bug Detectors Jingxuan He Luca Beurer-Kellner Martin Vechev 24 18 0 21 Apr 2022
ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs Liang Chen Peiyi Wang Runxin Xu Tianyu Liu Zhifang Sui Baobao Chang 44 14 0 19 Apr 2022
Leveraging convergence behavior to balance conflicting tasks in multi-task learning A. T. M. Nakamura D. Wolf V. Grassi 13 7 0 14 Apr 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 43 36 0 13 Apr 2022
GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition Yang Li Ji Chen Fu Li Boxun Fu Hao Wu Youshuo Ji Yijing Zhou Yi Niu Guangming Shi Wenming Zheng SSL 33 91 0 12 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 26 38 0 10 Apr 2022
Towards efficient representation identification in supervised learning Kartik Ahuja Divyat Mahajan Vasilis Syrgkanis Ioannis Mitliagkas CoGe OOD DRL 36 18 0 10 Apr 2022
Universal Representations: A Unified Look at Multiple Task and Domain Learning Wei-Hong Li Xialei Liu Hakan Bilen SSL OOD 32 27 0 06 Apr 2022
SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning Nilaksh Das ShengYun Peng Duen Horng Chau AAML 35 2 0 02 Apr 2022
Human Instance Segmentation and Tracking via Data Association and Single-stage Detector Lu Cheng Mingde Zhao 28 0 0 31 Mar 2022
Overcoming challenges in leveraging GANs for few-shot data augmentation Christopher Beckham I. Laradji Pau Rodríguez López David Vazquez Derek Nowrouzezahrai C. Pal 16 1 0 30 Mar 2022
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation S. Roy Leonardo Citraro S. Honari Pascal Fua 3DH 46 10 0 29 Mar 2022
Zero-shot meta-learning for small-scale data from human subjects Julie Jiang Kristina Lerman Emilio Ferrara 30 1 0 29 Mar 2022
Enabling hand gesture customization on wrist-worn devices Xuhai Xu Jun Gong Carolina Brum Lilian Liang Bongsoo Suh ... Heri Nieto Scott E. Hudson Charlie Maalouf S. Mousavi Gierad Laput 33 66 0 29 Mar 2022
Controllable Dynamic Multi-Task Architectures Dripta S. Raychaudhuri Yumin Suh S. Schulter Xiang Yu M. Faraki Amit K. Roy-Chowdhury Manmohan Chandraker 26 32 0 28 Mar 2022
Modular Adaptive Policy Selection for Multi-Task Imitation Learning through Task Division Dafni Antotsiou C. Ciliberto Tae-Kyun Kim 38 3 0 28 Mar 2022
Safe Active Learning for Multi-Output Gaussian Processes Cen-You Li Barbara Rakitsch Christoph Zimmer UQCV 30 17 0 28 Mar 2022
LibMTL: A Python Library for Multi-Task Learning Baijiong Lin Yu Zhang OffRL AI4CE 33 37 0 27 Mar 2022
Adversarial Representation Sharing: A Quantitative and Secure Collaborative Learning Framework Jikun Chen Feng Qiang Na Ruan FedML 19 1 0 27 Mar 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison Tianying Liu Lu Zhang Yang Wang Jihong Guan Yanwei Fu Jiajia Zhao Shuigeng Zhou ObjD AAML 18 27 0 27 Mar 2022
FedGradNorm: Personalized Federated Gradient-Normalized Multi-Task Learning Matin Mortaheb Cemil Vahapoglu S. Ulukus 25 11 0 24 Mar 2022
AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation Xueyi Liu Xiaomeng Xu Anyi Rao Chuang Gan L. Yi 3DPC 31 14 0 13 Mar 2022
Didn't see that coming: a survey on non-verbal social human behavior forecasting Germán Barquero Johnny Núnez Sergio Escalera Zhen Xu Wei-Wei Tu Isabelle M Guyon Cristina Palmero AI4TS 34 21 0 04 Mar 2022
Uncertainty Estimation for Heatmap-based Landmark Localization Lawrence Schobs Andrew J Swift Haiping Lu UQCV 35 11 0 04 Mar 2022
Graph Representation Learning Beyond Node and Homophily You Li Bei Lin Binli Luo Ning Gui SSL 25 15 0 03 Mar 2022
A photonic chip-based machine learning approach for the prediction of molecular properties Hui Zhang Jonathan Wei Zhong Lau Lingxiao Wan Liang Shi H. Cai Xianshu Luo Guo-qiang Lo Chee-Kong Lee L. Kwek Ajian Liu 35 10 0 03 Mar 2022
High-Modality Multimodal Transformer: Quantifying Modality & Interaction Heterogeneity for High-Modality Representation Learning Paul Pu Liang Yiwei Lyu Xiang Fan Jeffrey Tsaw Yudong Liu Shentong Mo Dani Yogatama Louis-Philippe Morency Ruslan Salakhutdinov 17 29 0 02 Mar 2022
Multi-Task Multi-Scale Learning For Outcome Prediction in 3D PET Images Amine Amyar R. Modzelewski P. Vera V. Morard S. Ruan MedIm 26 13 0 01 Mar 2022
One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification S. Graham Q. Vu Mostafa Jahanifar Shan E Ahmed Raza F. Minhas David R. J. Snead Nasir M. Rajpoot MedIm 32 28 0 28 Feb 2022
Distribution Preserving Graph Representation Learning Chengsheng Mao Yuan Luo 24 0 0 27 Feb 2022
Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects Tobias Hatt Jeroen Berrevoets Alicia Curth Stefan Feuerriegel M. Schaar CML 52 29 0 25 Feb 2022
Robust Hierarchical Patterns for identifying MDD patients: A Multisite Study Dushyant Sahoo Mathilde Antoniades C. H. Fu Christos Davatzikos 32 1 0 22 Feb 2022
Graph Lifelong Learning: A Survey F. Febrinanto Feng Xia Kristen Moore Chandra Thapa Charu C. Aggarwal CLL AI4CE 44 51 0 22 Feb 2022