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"

50 / 357 papers shown

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Efficient Multi-Domain Network Learning by Covariance Normalization Yunsheng Li Nuno Vasconcelos OOD 22 32 0 24 Jun 2019
Boosting Supervision with Self-Supervision for Few-shot Learning Jong-Chyi Su Subhransu Maji B. Hariharan SSL AI4MH 20 19 0 17 Jun 2019
Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction Steven Hickson Karthik Raveendran Alireza Fathi Kevin Patrick Murphy Irfan Essa 32 16 0 16 Jun 2019
Boosting Few-Shot Visual Learning with Self-Supervision Spyros Gidaris Andrei Bursuc N. Komodakis P. Pérez Matthieu Cord SSL 22 400 0 12 Jun 2019
Pattern-Affinitive Propagation across Depth, Surface Normal and Semantic Segmentation Zhenyu Zhang Zhen Cui Chunyan Xu Yan Yan N. Sebe Jian Yang MDE 17 280 0 08 Jun 2019
Visual Person Understanding through Multi-Task and Multi-Dataset Learning Kilian Pfeiffer Alexander Hermans István Sárándi Mark Weber Bastian Leibe 3DH 21 5 0 07 Jun 2019
DualDis: Dual-Branch Disentangling with Adversarial Learning Thomas Robert Nicolas Thome Matthieu Cord CoGe DRL 25 4 0 03 Jun 2019
What Makes Training Multi-Modal Classification Networks Hard? Weiyao Wang Du Tran Matt Feiszli 28 440 0 29 May 2019
Which Tasks Should Be Learned Together in Multi-task Learning? Trevor Scott Standley Amir Zamir Dawn Chen Leonidas J. Guibas Jitendra Malik Silvio Savarese 24 502 0 18 May 2019
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation D. Sánchez Marc Oliu Meysam Madadi Xavier Baro Sergio Escalera 3DH 24 7 0 08 May 2019
SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss Yifu Chen Arnaud Dapogny Matthieu Cord SSeg 16 24 0 06 May 2019
WoodScape: A multi-task, multi-camera fisheye dataset for autonomous driving S. Yogamani Ciarán Hughes Jonathan Horgan Ganesh Sistu P. Varley ... Sumanth Chennupati Sanjaya Nayak Saquib Mansoor Xavier Perroton P. Pérez HAI 19 261 0 04 May 2019
Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning Kshitij Dwivedi Gemma Roig 25 149 0 26 Apr 2019
Attentive Single-Tasking of Multiple Tasks Kevis-Kokitsi Maninis Ilija Radosavovic Iasonas Kokkinos 77 244 0 18 Apr 2019
MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy for Multi-Task Learning Sumanth Chennupati Ganesh Sistu S. Yogamani S. Rawashdeh 33 91 0 15 Apr 2019
Incremental multi-domain learning with network latent tensor factorization Adrian Bulat Jean Kossaifi Georgios Tzimiropoulos M. Pantic CLL 19 34 0 12 Apr 2019
Learning Across Tasks and Domains Pierluigi Zama Ramirez A. Tonioni Samuele Salti Luigi Di Stefano 24 32 0 09 Apr 2019
Towards Universal Object Detection by Domain Attention Xudong Wang Zhaowei Cai Dashan Gao Nuno Vasconcelos OOD 25 193 0 09 Apr 2019
Learning Task Relatedness in Multi-Task Learning for Images in Context Gjorgji Strezoski Nanne van Noord M. Worring 11 22 0 05 Apr 2019
Branched Multi-Task Networks: Deciding What Layers To Share Simon Vandenhende Stamatios Georgoulis Bert De Brabandere Luc Van Gool 25 145 0 05 Apr 2019
Cooperative Embeddings for Instance, Attribute and Category Retrieval William Thong Cees G. M. Snoek A. Smeulders 16 1 0 02 Apr 2019
Many Task Learning with Task Routing Gjorgji Strezoski Nanne van Noord M. Worring MoE 24 96 0 28 Mar 2019
IvaNet: Learning to jointly detect and segment objets with the help of Local Top-Down Modules Shihua Huang Lu Wang SSeg 11 0 0 18 Mar 2019
An End-to-End Network for Panoptic Segmentation Huanyu Liu Chao Peng Changqian Yu Jingbo Wang Xuantong Liu Gang Yu Wei Jiang ISeg 27 148 0 12 Mar 2019
MultiGrain: a unified image embedding for classes and instances Maxim Berman Hervé Jégou Andrea Vedaldi Iasonas Kokkinos Matthijs Douze 15 110 0 14 Feb 2019
Manifestation of Image Contrast in Deep Networks A. Akbarinia K. Gegenfurtner 17 4 0 12 Feb 2019
NeurAll: Towards a Unified Visual Perception Model for Automated Driving Ganesh Sistu Isabelle Leang Sumanth Chennupati S. Yogamani Ciarán Hughes Stefan Milz S. Rawashdeh 33 26 0 10 Feb 2019
Depthwise Convolution is All You Need for Learning Multiple Visual Domains Yunhui Guo Yandong Li Rogerio Feris Liqiang Wang Tajana Simunic OOD 23 145 0 03 Feb 2019
Self-Supervised Generalisation with Meta Auxiliary Learning Shikun Liu Andrew J. Davison Edward Johns SSL OOD 8 161 0 25 Jan 2019
Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems Ahmed Taha Yi-Ting Chen Xitong Yang Teruhisa Misu L. Davis UQCV 28 9 0 23 Jan 2019
AuxNet: Auxiliary tasks enhanced Semantic Segmentation for Automated Driving Sumanth Chennupati Ganesh Sistu S. Yogamani S. Rawashdeh 17 46 0 17 Jan 2019
Panoptic Feature Pyramid Networks Alexander Kirillov Ross B. Girshick Kaiming He Piotr Dollár ISeg SSeg 43 1,267 0 08 Jan 2019
SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception Yue Meng Y. Lu A. Raj Samuel Sunarjo Rui Guo T. Javidi G. Bansal Dinesh Bharadia 3DV MDE 3DPC 30 53 0 13 Dec 2018
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach Yuhua Chen Wen Li Xiaoran Chen Luc Van Gool 32 245 0 12 Dec 2018
Learning Attraction Field Representation for Robust Line Segment Detection Nan Xue S. Bai Fudong Wang Gui-Song Xia Tianfu Wu Liangpei Zhang 14 120 0 05 Dec 2018
Learning to Fuse Things and Stuff Jie Li Allan Raventos Arjun Bhargava Takaaki Tagawa Adrien Gaidon 33 104 0 04 Dec 2018
SUSiNet: See, Understand and Summarize it Petros Koutras Petros Maragos 22 24 0 03 Dec 2018
Explaining the Ambiguity of Object Detection and 6D Pose From Visual Data Fabian Manhardt Diego Martin Arroyo Christian Rupprecht Benjamin Busam Tolga Birdal Nassir Navab Federico Tombari 13 119 0 01 Dec 2018
Universal Semi-Supervised Semantic Segmentation Tarun Kalluri G. Varma Manmohan Chandraker C. V. Jawahar 27 96 0 26 Nov 2018
3D Pick & Mix: Object Part Blending in Joint Shape and Image Manifolds Adrian Penate-Sanchez Lourdes Agapito 3DV 9 1 0 02 Nov 2018
Multi-Task Learning as Multi-Objective Optimization Ozan Sener V. Koltun 27 1,247 0 10 Oct 2018
Fast Context Adaptation via Meta-Learning L. Zintgraf K. Shiarlis Vitaly Kurin Katja Hofmann Shimon Whiteson 18 37 0 08 Oct 2018
Learning Finer-class Networks for Universal Representations Julien Girard-Satabin Y. Tamaazousti Hervé Le Borgne C´eline Hudelot SSL OOD 34 4 0 04 Oct 2018
Triply Supervised Decoder Networks for Joint Detection and Segmentation Jiale Cao Yanwei Pang Xuelong Li 15 62 0 25 Sep 2018
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations Vladimir Nekrasov Thanuja Dharmasiri Andrew Spek Tom Drummond Chunhua Shen Ian Reid 29 148 0 13 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 24 123 0 10 Sep 2018
Semi-convolutional Operators for Instance Segmentation David Novotny Samuel Albanie Diane Larlus Andrea Vedaldi ISeg 27 85 0 27 Jul 2018
Unified Perceptual Parsing for Scene Understanding Tete Xiao Yingcheng Liu Bolei Zhou Yuning Jiang Jian Sun OCL VOS 20 1,832 0 26 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 21 137 0 17 Jul 2018
SRN: Side-output Residual Network for Object Reflection Symmetry Detection and Beyond Wei Ke Jie Chen Jianbin Jiao Guoying Zhao QiXiang Ye ObjD UQCV 16 5 0 17 Jul 2018