Variational Multi-Task Learning with Gumbel-Softmax Priors

Variational Multi-Task Learning with Gumbel-Softmax Priors

9 November 2021

Papers citing "Variational Multi-Task Learning with Gumbel-Softmax Priors"

17 / 17 papers shown

Title
Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation Sicong Liu Yang Shu Chenjuan Guo Bin Yang OffRL 58 3 0 27 Mar 2025
An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding Dou Hu Lingwei Wei Wei Zhou Songlin Hu 38 0 0 06 Mar 2025
Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation Weiming Liu Chaochao Chen J. Xu Xinting Liao Fan Wang Xiaolin Zheng Zhihui Fu Ruiguang Pei Jun Wang 53 0 0 22 Feb 2025
GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity Shuo Cao Yihao Liu Wenlong Zhang Yu Qiao Chao Dong 36 4 0 17 Jul 2024
GO4Align: Group Optimization for Multi-Task Alignment Jiayi Shen Cheems Wang Zehao Xiao N. V. Noord M. Worring 32 2 0 09 Apr 2024
MmAP : Multi-modal Alignment Prompt for Cross-domain Multi-task Learning Yi Xin Junlong Du Qiang Wang Ke Yan Shouhong Ding VLM 36 45 0 14 Dec 2023
Episodic Multi-Task Learning with Heterogeneous Neural Processes Jiayi Shen Xiantong Zhen Qi Qi Wang M. Worring 19 11 0 28 Oct 2023
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm Qi Wang Yiqin Lv Yanghe Feng Zheng Xie Jincai Huang 19 9 0 01 Oct 2023
FAMO: Fast Adaptive Multitask Optimization B. Liu Yihao Feng Peter Stone Qian Liu 33 30 0 06 Jun 2023
Recon: Reducing Conflicting Gradients from the Root for Multi-Task Learning Guangyuan Shi Qimai Li Wenlong Zhang Jiaxin Chen Xiao-Ming Wu 32 32 0 22 Feb 2023
Learning a Consensus Sub-Network with Polarization Regularization and One Pass Training Xiaoying Zhi Varun Babbar P. Sun Fran Silavong Ruibo Shi Sean J. Moran Sean Moran 34 1 0 17 Feb 2023
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models Nikolaos Dimitriadis P. Frossard Franccois Fleuret 16 25 0 18 Oct 2022
Association Graph Learning for Multi-Task Classification with Category Shifts Jiayi Shen Zehao Xiao Xiantong Zhen Cees G. M. Snoek M. Worring OOD 33 4 0 10 Oct 2022
RotoGrad: Gradient Homogenization in Multitask Learning Adrián Javaloy Isabel Valera 21 85 0 03 Mar 2021
A New Look and Convergence Rate of Federated Multi-Task Learning with Laplacian Regularization Canh T. Dinh Thanh Tung Vu N. H. Tran Minh N. Dao Hongyu Zhang FedML 65 40 0 14 Feb 2021
Probabilistic Model-Agnostic Meta-Learning Chelsea Finn Kelvin Xu Sergey Levine BDL 165 666 0 07 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 314 11,681 0 09 Mar 2017