Latent Multi-task Architecture Learning

23 May 2017

Papers citing "Latent Multi-task Architecture Learning"

26 / 26 papers shown

Title
Multi-task Learning for Real-time Autonomous Driving Leveraging Task-adaptive Attention Generator Wonhyeok Choi Mingyu Shin Hyukzae Lee Jaehoon Cho Jaehyeon Park Sunghoon Im 50 1 0 06 Mar 2024
DEPHN: Different Expression Parallel Heterogeneous Network using virtual gradient optimization for Multi-task Learning Menglin Kong Ri-Qi Su Shaojie Zhao Muzhou Hou MoE 31 0 0 24 Jul 2023
Modeling Task Relationships in Multi-variate Soft Sensor with Balanced Mixture-of-Experts Yuxin Huang Hao Wang Zhaoran Liu Licheng Pan Haozhe Li Xinggao Liu MoE 40 17 0 25 May 2023
TMoE-P: Towards the Pareto Optimum for Multivariate Soft Sensors Licheng Pan Hao Wang Zhichao Chen Yuxin Huang Xinggao Liu 20 0 0 21 Feb 2023
GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning Xin Dong Ruize Wu Chao Xiong Hai Li Lei Cheng Yong He Shiyou Qian Jian Cao Linjian Mo 8 4 0 31 Jan 2023
Losses over Labels: Weakly Supervised Learning via Direct Loss Construction Dylan Sam J. Zico Kolter NoLa OffRL 37 13 0 13 Dec 2022
Design Perspectives of Multitask Deep Learning Models and Applications Yeshwant Singh Anupam Biswas Angshuman Bora Debashish Malakar Subham Chakraborty S. Bera 33 0 0 27 Sep 2022
Exploring Data Aggregation and Transformations to Generalize across Visual Domains Antono DÍnnocente OOD 33 0 0 20 Aug 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
Assisting Scene Graph Generation with Self-Supervision Sandeep Inuganti V. Balasubramanian SSL 13 7 0 08 Aug 2020
Deep Multi-task Learning for Facial Expression Recognition and Synthesis Based on Selective Feature Sharing Rui Zhao Tianshan Liu Jun Xiao D. Lun K. Lam CVBM 32 18 0 09 Jul 2020
Learning to Branch for Multi-Task Learning Pengsheng Guo Chen-Yu Lee Daniel Ulbricht 18 174 0 02 Jun 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
Learning to Multi-Task Learn for Better Neural Machine Translation Poorya Zaremoodi Gholamreza Haffari 16 3 0 10 Jan 2020
Multilingual and Multi-Aspect Hate Speech Analysis N. Ousidhoum Zizheng Lin Hongming Zhang Yangqiu Song Dit-Yan Yeung 24 282 0 29 Aug 2019
Routing Networks and the Challenges of Modular and Compositional Computation Clemens Rosenbaum Ignacio Cases Matthew D Riemer Tim Klinger 37 78 0 29 Apr 2019
Branched Multi-Task Networks: Deciding What Layers To Share Simon Vandenhende Stamatios Georgoulis Bert De Brabandere Luc Van Gool 20 145 0 05 Apr 2019
Advancing NLP with Cognitive Language Processing Signals Nora Hollenstein Maria Barrett M. Troendle Francesco Bigiolli N. Langer Ce Zhang 15 39 0 04 Apr 2019
Multi-task Learning for Target-dependent Sentiment Classification Divam Gupta Kushagra Singh Soumen Chakrabarti Tanmoy Chakraborty 22 8 0 08 Feb 2019
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 24 66 0 19 Jun 2018
Visual Reasoning by Progressive Module Networks Seung Wook Kim Makarand Tapaswi Sanja Fidler ReLM LRM 28 12 0 06 Jun 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 18 135 0 28 May 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing Dan Xu Wanli Ouyang Xiaogang Wang N. Sebe MoE 22 474 0 11 May 2018
Neural Machine Translation for Bilingually Scarce Scenarios: A Deep Multi-task Learning Approach Poorya Zaremoodi Gholamreza Haffari 11 19 0 11 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction Yuan Gao Jiayi Ma Mingbo Zhao Wei Liu Alan Yuille 21 252 0 25 Jan 2018