UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory

7 September 2016

Papers citing "UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory"

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Efficient Image Gallery Representations at Scale Through Multi-Task Learning Benjamin Gutelman Pavel Levin 17 3 0 18 May 2020
Understanding and Improving Information Transfer in Multi-Task Learning Sen Wu Hongyang R. Zhang Christopher Ré 18 154 0 02 May 2020
Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection Wenliang Dai Tiezheng Yu Zihan Liu Pascale Fung 6 35 0 28 Apr 2020
Multi-Task Learning for Dense Prediction Tasks: A Survey Simon Vandenhende Stamatios Georgoulis Wouter Van Gansbeke Marc Proesmans Dengxin Dai Luc Van Gool CVBM 29 72 0 28 Apr 2020
TTNet: Real-time temporal and spatial video analysis of table tennis Roman Voeikov Nikolay S Falaleev Ruslan Baikulov ViT 19 79 0 21 Apr 2020
LSM: Learning Subspace Minimization for Low-level Vision Chengzhou Tang Lu Yuan P. Tan 20 14 0 20 Apr 2020
Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton Jiangjiang Liu Qibin Hou Ming-Ming Cheng ObjD 24 125 0 18 Apr 2020
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection Zhongzheng Ren Zhiding Yu Xiaodong Yang Xuan Li Yong Jae Lee A. Schwing Jan Kautz WSOD 24 198 0 09 Apr 2020
Spatial Information Guided Convolution for Real-Time RGBD Semantic Segmentation Lin-Zhuo Chen Zheng Lin Ziqin Wang Yong-Liang Yang Ming-Ming Cheng 3DPC 18 121 0 09 Apr 2020
Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation Zhe Wang Daeyun Shin Charless C. Fowlkes 18 54 0 07 Apr 2020
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking Yifu Zhang Chunyu Wang Xinggang Wang Wenjun Zeng Wenyu Liu VOT 34 1,305 0 04 Apr 2020
Context-Aware Multi-Task Learning for Traffic Scene Recognition in Autonomous Vehicles Younkwan Lee Ji-Kwang Jeon Jongmin Yu M. Jeon 10 7 0 03 Apr 2020
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning Yuan Gao Haoping Bai Zequn Jie Jiayi Ma Kui Jia Wei Liu 19 94 0 31 Mar 2020
Multi-Task Reinforcement Learning with Soft Modularization Ruihan Yang Huazhe Xu Yi Wu Xiaolong Wang 27 176 0 30 Mar 2020
Adversarial Attacks on Monocular Depth Estimation Ziqi Zhang Xinge Zhu Yingwei Li Xiangqun Chen Yao Guo AAML MDE 30 25 0 23 Mar 2020
Cross-modal Deep Face Normals with Deactivable Skip Connections Victoria Fernandez-Abrevaya A. Boukhayma Philip Torr Edmond Boyer CVBM 48 41 0 21 Mar 2020
Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation Gen Luo Yiyi Zhou Xiaoshuai Sun Liujuan Cao Chenglin Wu Cheng Deng Rongrong Ji ObjD 185 286 0 19 Mar 2020
AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted Surgery Mobarakol Islam V. Vibashan Hongliang Ren 32 28 0 10 Mar 2020
Hierarchically Decoupled Imitation for Morphological Transfer D. Hejna Pieter Abbeel Lerrel Pinto LM&Ro 25 40 0 03 Mar 2020
Generalized Hindsight for Reinforcement Learning Alexander C. Li Lerrel Pinto Pieter Abbeel 27 69 0 26 Feb 2020
MPM: Joint Representation of Motion and Position Map for Cell Tracking Junya Hayashida Kazuya Nishimura Ryoma Bise VOT 32 31 0 25 Feb 2020
MILA: Multi-Task Learning from Videos via Efficient Inter-Frame Attention Donghyun Kim Tian-Shing Lan Chuhang Zou N. Xu Bryan A. Plummer Stan Sclaroff J. Eledath Gérard Medioni 11 3 0 18 Feb 2020
CRL: Class Representative Learning for Image Classification Mayanka Chandrashekar Yugyung Lee VLM 18 1 0 16 Feb 2020
Multi-Task Learning by a Top-Down Control Network Hila Levi S. Ullman 15 7 0 09 Feb 2020
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning Simon Vandenhende Stamatios Georgoulis Luc Van Gool 20 216 0 19 Jan 2020
Gradient Surgery for Multi-Task Learning Tianhe Yu Saurabh Kumar Abhishek Gupta Sergey Levine Karol Hausman Chelsea Finn 41 1,172 0 19 Jan 2020
Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems Isabelle Leang Ganesh Sistu Fabian Burger Andrei Bursuc S. Yogamani 25 52 0 07 Jan 2020
Pareto Multi-Task Learning Xi Lin Hui-Ling Zhen Zhenhua Li Qingfu Zhang Sam Kwong 25 341 0 30 Dec 2019
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition D. Luvizon Hedi Tabia David Picard 3DH 27 115 0 15 Dec 2019
12-in-1: Multi-Task Vision and Language Representation Learning Jiasen Lu Vedanuj Goswami Marcus Rohrbach Devi Parikh Stefan Lee VLM ObjD 40 476 0 05 Dec 2019
Unlocking the Full Potential of Small Data with Diverse Supervision Ziqi Pang Zhiyuan Hu P. Tokmakov Yu-xiong Wang M. Hebert 8 0 0 29 Nov 2019
AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning Ximeng Sun Yikang Shen Rogerio Feris Kate Saenko 23 260 0 27 Nov 2019
Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network D. Kollias V. Sharmanska Ki-young Shin CVBM 35 213 0 15 Oct 2019
EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAM Skanda Koppula Lois Orosa A. G. Yaglikçi Roknoddin Azizi Taha Shahroodi Konstantinos Kanellopoulos O. Mutlu 24 105 0 12 Oct 2019
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 18 605 0 10 Oct 2019
Multi-Stage Pathological Image Classification using Semantic Segmentation Shusuke Takahama Y. Kurose Yusuke Mukuta Hiroyuki Abe M. Fukayama Akihiko Yoshizawa M. Kitagawa Tatsuya Harada 12 48 0 10 Oct 2019
Learning to Generalize One Sample at a Time with Self-Supervision A. DÍnnocente S. Bucci Barbara Caputo Tatiana Tommasi SSL OOD 14 4 0 09 Oct 2019
When Does Self-supervision Improve Few-shot Learning? Jong-Chyi Su Subhransu Maji B. Hariharan 28 168 0 08 Oct 2019
Continual Learning in Neural Networks Rahaf Aljundi CLL 27 33 0 07 Oct 2019
Multitask Learning to Improve Egocentric Action Recognition G. Kapidis R. Poppe E. V. Dam L. Noldus R. Veltkamp EgoV 27 36 0 15 Sep 2019
Disentangled Image Matting Shaofan Cai Xiaoshuai Zhang Haoqiang Fan Haibin Huang Jiangyu Liu Jiaming Liu Jiaying Liu Jue Wang Jian Sun 78 116 0 10 Sep 2019
Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation Yu Zeng Yunzhi Zhuge Huchuan Lu Lihe Zhang 15 177 0 09 Sep 2019
Auxiliary Learning for Deep Multi-task Learning Yifan Liu Bohan Zhuang Chunhua Shen Hao Chen Wei Yin MoE 27 10 0 05 Sep 2019
Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels Felix J. S. Bragman Ryutaro Tanno Sebastien Ourselin Daniel C. Alexander M. Jorge Cardoso 24 86 0 26 Aug 2019
Assessing Knee OA Severity with CNN attention-based end-to-end architectures Marc Górriz Joseph Antony Kevin McGuinness Xavier Giró-i-Nieto Noel E. O'Connor MedIm 26 46 0 23 Aug 2019
Transferability and Hardness of Supervised Classification Tasks Anh Tran Cuong V Nguyen Tal Hassner 134 164 0 21 Aug 2019
Task-Assisted Domain Adaptation with Anchor Tasks Zhizhong Li Linjie Luo Sergey Tulyakov Qieyun Dai Derek Hoiem CVBM 21 0 0 16 Aug 2019
3D Virtual Garment Modeling from RGB Images Yi Tian Xu Shanglin Yang Wei Sun Li Tan Kefeng Li Hui Zhou 3DH 24 28 0 31 Jul 2019
News Cover Assessment via Multi-task Learning Zixun Sun Shuang Zhao Chengwei Zhu Xiao Chen 6 0 0 17 Jul 2019
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation Towaki Takikawa David Acuna Varun Jampani Sanja Fidler 35 606 0 12 Jul 2019