AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning

8 April 2019

Papers citing "AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning"

17 / 17 papers shown

Title
SplatPose: Geometry-Aware 6-DoF Pose Estimation from Single RGB Image via 3D Gaussian Splatting Linqi Yang Xiongwei Zhao Qihao Sun Ke Wang Ao Chen Peng Kang 3DGS 136 6 0 07 Mar 2025
Selecting Subsets of Source Data for Transfer Learning with Applications in Metal Additive Manufacturing Yifan Tang M. Rahmani Dehaghani Pouyan Sajadi G. G. Wang 27 13 0 16 Jan 2024
Analyzing Multi-Task Learning for Abstractive Text Summarization Frederic Kirstein Jan Philip Wahle Terry Ruas Bela Gipp 68 4 0 26 Oct 2022
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning V. Aribandi Yi Tay Tal Schuster J. Rao H. Zheng ... Jianmo Ni Jai Gupta Kai Hui Sebastian Ruder Donald Metzler MoE 123 216 0 22 Nov 2021
On the Complementarity of Data Selection and Fine Tuning for Domain Adaptation Dan Iter David Grangier 84 10 0 15 Sep 2021
MURAL: Multimodal, Multitask Retrieval Across Languages Aashi Jain Mandy Guo Krishna Srinivasan Ting-Li Chen Sneha Kudugunta Chao Jia Yinfei Yang Jason Baldridge VLM 165 52 0 10 Sep 2021
Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection Xu Guo Boyang Albert Li Han Yu Chunyan Miao AAML 94 18 0 19 Apr 2021
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 68 7 0 15 Nov 2020
A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion Logan Lebanoff Franck Dernoncourt Doo Soon Kim W. Chang Fei Liu CVBM 64 18 0 08 Oct 2020
Worst-Case-Aware Curriculum Learning for Zero and Few Shot Transfer Sheng Zhang Xin Zhang Weiming Zhang Anders Søgaard VLM 37 10 0 23 Sep 2020
HydaLearn: Highly Dynamic Task Weighting for Multi-task Learning with Auxiliary Tasks Sam Verboven M. H. Chaudhary Jeroen Berrevoets Wouter Verbeke 52 7 0 26 Aug 2020
A Brief Review of Deep Multi-task Learning and Auxiliary Task Learning Partoo Vafaeikia Khashayar Namdar Farzad Khalvati MoMe 51 44 0 02 Jul 2020
Understanding and Improving Information Transfer in Multi-Task Learning Sen Wu Hongyang R. Zhang Christopher Ré 66 158 0 02 May 2020
Improving BERT with Self-Supervised Attention Yiren Chen Xiaoyu Kou Jiangang Bai Yunhai Tong 21 10 0 08 Apr 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 92 114 0 13 Jan 2020
Learning to Multi-Task Learn for Better Neural Machine Translation Poorya Zaremoodi Gholamreza Haffari 59 3 0 10 Jan 2020
Task Selection Policies for Multitask Learning John Glover Chris Hokamp OffRL 84 7 0 14 Jul 2019