Multi-Task Learning by a Top-Down Control Network

9 February 2020

Papers citing "Multi-Task Learning by a Top-Down Control Network"

25 / 25 papers shown

Title
Attentive Single-Tasking of Multiple Tasks Kevis-Kokitsi Maninis Ilija Radosavovic Iasonas Kokkinos 150 249 0 18 Apr 2019
Many Task Learning with Task Routing Gjorgji Strezoski Nanne van Noord Marcel Worring MoE 38 96 0 28 Mar 2019
Superposition of many models into one Brian Cheung A. Terekhov Yubei Chen Pulkit Agrawal Bruno A. Olshausen MoMe 18 115 0 14 Feb 2019
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions Runtao Liu Chenxi Liu Yutong Bai Alan Yuille NAI ObjD 44 123 0 03 Jan 2019
Multi-Task Learning as Multi-Objective Optimization Ozan Sener V. Koltun 92 1,266 0 10 Oct 2018
Top-Down Feedback for Crowd Counting Convolutional Neural Network Deepak Babu Sam R. Venkatesh Babu 19 144 0 24 Jul 2018
A Modulation Module for Multi-task Learning with Applications in Image Retrieval Xiangyu Zhao Haoxiang Li Xiaohui Shen Xiaodan Liang Ying Nian Wu 43 138 0 17 Jul 2018
End-to-End Multi-Task Learning with Attention Shikun Liu Edward Johns Andrew J. Davison CVBM 41 1,036 0 28 Mar 2018
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 78 1,425 0 03 Jan 2018
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks Zhao Chen Vijay Badrinarayanan Chen-Yu Lee Andrew Rabinovich ODL 91 1,272 0 07 Nov 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 77 4,584 0 26 Oct 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 88 2,817 0 15 Jun 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 179 3,093 0 19 May 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 253 27,018 0 20 Mar 2017
Feedback Networks Amir Zamir Te-Lin Wu Lin Sun Bokui (William) Shen Jitendra Malik Silvio Savarese 27 210 0 30 Dec 2016
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 129 15,535 0 25 Dec 2016
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 257 2,346 0 20 Dec 2016
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka R. Socher KELM 70 575 0 05 Nov 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 100 672 0 07 Sep 2016
Progressive Neural Networks Andrei A. Rusu Neil C. Rabinowitz Guillaume Desjardins Hubert Soyer J. Kirkpatrick Koray Kavukcuoglu Razvan Pascanu R. Hadsell CLL AI4CE 40 2,428 0 15 Jun 2016
Integrated perception with recurrent multi-task neural networks Hakan Bilen Andrea Vedaldi ObjD 46 94 0 06 Jun 2016
Cross-stitch Networks for Multi-task Learning Ishan Misra Abhinav Shrivastava Abhinav Gupta M. Hebert 58 1,339 0 12 Apr 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 81 5,008 0 22 Mar 2016
Human Pose Estimation with Iterative Error Feedback João Carreira Pulkit Agrawal Katerina Fragkiadaki Jitendra Malik 3DH 67 750 0 23 Jul 2015
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 191 8,351 0 28 Nov 2014