v1v2v3 (latest)

In-Place Activated BatchNorm for Memory-Optimized Training of DNNs

7 December 2017

Samuel Rota Buló

Lorenzo Porzi

Peter Kontschieder

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Papers citing "In-Place Activated BatchNorm for Memory-Optimized Training of DNNs"

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Title
Improving Semantic Segmentation via Self-Training Yi Zhu Zhongyue Zhang Chongruo Wu Zhi-Li Zhang Tong He Hang Zhang R. Manmatha Mu Li Alex Smola VLM SSL 84 56 0 30 Apr 2020
Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training with Self-Supervised Depth Estimation Marvin Klingner Andreas Bär Tim Fingscheidt AAML 92 40 0 23 Apr 2020
MOPT: Multi-Object Panoptic Tracking Juana Valeria Hurtado Rohit Mohan Wolfram Burgard Abhinav Valada 49 69 0 17 Apr 2020
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts Mingmin Zhen Jinglu Wang Lei Zhou Shiwei Li Tianwei Shen Jiaxiang Shang Tian Fang Quan Long 82 129 0 16 Apr 2020
EfficientPS: Efficient Panoptic Segmentation Rohit Mohan Abhinav Valada 108 237 0 05 Apr 2020
Self-supervised Monocular Trained Depth Estimation using Self-attention and Discrete Disparity Volume A. Johnston G. Carneiro MDE 74 236 0 31 Mar 2020
TResNet: High Performance GPU-Dedicated Architecture T. Ridnik Hussam Lawen Asaf Noy Emanuel Ben-Baruch Gilad Sharir Itamar Friedman OOD 106 215 0 30 Mar 2020
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation Xiong Zhang Hongmin Xu Hong Mo Jianchao Tan Cheng Yang Lei Wang Wenqi Ren AI4CE 65 92 0 26 Mar 2020
Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN Chenglong Wang M. Oda K. Mori MedIm 16 3 0 24 Mar 2020
Deep Affinity Net: Instance Segmentation via Affinity Xingqian Xu M. Chiu Thomas S. Huang Humphrey Shi ISeg SSeg 69 11 0 15 Mar 2020
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks Sungha Choi J. Kim Jaegul Choo SSeg 191 156 0 11 Mar 2020
Deep Neural Network Perception Models and Robust Autonomous Driving Systems M. Shafiee Ahmadreza Jeddi Amir Nazemi Paul Fieguth A. Wong OOD 53 16 0 04 Mar 2020
AlignSeg: Feature-Aligned Segmentation Networks Zilong Huang Yunchao Wei Xinggang Wang Wenyu Liu Thomas S. Huang Humphrey Shi SSeg 192 151 0 24 Feb 2020
MonoLayout: Amodal scene layout from a single image Kaustubh Mani Swapnil Daga Shubhika Garg N. S. Shankar Krishna Murthy Jatavallabhula K. M. Krishna 82 80 0 19 Feb 2020
Multi-object Monocular SLAM for Dynamic Environments Gokul B. Nair Swapnil Daga Rahul Sajnani Anirudh Ramesh J. Ansari Krishna Murthy Jatavallabhula K. M. Krishna 87 15 0 10 Feb 2020
Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks Sravan Mylavarapu Mahtab Sandhu Priyesh Vijayan K. M. Krishna Balaraman Ravindran A. Namboodiri 69 27 0 03 Feb 2020
Modeling the Background for Incremental Learning in Semantic Segmentation Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo CLL VLM 67 285 0 03 Feb 2020
2018 Robotic Scene Segmentation Challenge M. Allan S. Kondo S. Bodenstedt S. Leger Rahim Kadkhodamohammadi ... Sang Hyun Park M. Azizian Danail Stoyanov Lena Maier-Hein Stefanie Speidel 89 136 0 30 Jan 2020
Gated Path Selection Network for Semantic Segmentation Qichuan Geng Hong Zhang Xiaojuan Qi Ruigang Yang Zhong Zhou Gao Huang 103 25 0 19 Jan 2020
Hybrid Multiple Attention Network for Semantic Segmentation in Aerial Images Ruigang Niu Xian Sun Yu Tian Wenhui Diao Kaiqiang Chen Kun Fu 61 12 0 09 Jan 2020
Improving Optical Flow on a Pyramid Level Markus Hofinger Samuel Rota Buló Lorenzo Porzi A. Knapitsch Thomas Pock Peter Kontschieder 40 2 0 23 Dec 2019
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks B. Chatterjee Charalambos (Charis) Poullis SSeg 28 17 0 19 Dec 2019
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 111 901 0 17 Dec 2019
Towards Generalization Across Depth for Monocular 3D Object Detection Andrea Simonelli Samuel Rota Buló Lorenzo Porzi Elisa Ricci Peter Kontschieder 3DPC 76 68 0 17 Dec 2019
PolyTransform: Deep Polygon Transformer for Instance Segmentation Justin Liang N. Homayounfar Wei-Chiu Ma Yuwen Xiong Rui Hu R. Urtasun ViT ISeg 113 176 0 05 Dec 2019
Learning Multi-Object Tracking and Segmentation from Automatic Annotations Lorenzo Porzi Markus Hofinger Idoia Ruiz J. Serrat Samuel Rota Buló Peter Kontschieder VOT 107 71 0 04 Dec 2019
Mean Shift Rejection: Training Deep Neural Networks Without Minibatch Statistics or Normalization B. Ruff Taylor Beck Joscha Bach 41 3 0 29 Nov 2019
Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory Julien Herrmann Olivier Beaumont Lionel Eyraud-Dubois J. Herrmann Alexis Joly Alena Shilova BDL 69 30 0 27 Nov 2019
Skin Lesion Classification Using Deep Neural Network Alla Eddine Guissous 21 10 0 18 Nov 2019
Streaming convolutional neural networks for end-to-end learning with multi-megapixel images H. Pinckaers Bram van Ginneken G. Litjens MedIm 60 94 0 11 Nov 2019
Segmenting Ships in Satellite Imagery With Squeeze and Excitation U-Net R. Venkatesh Anand Metha SSeg 119 4 0 27 Oct 2019
Reversible designs for extreme memory cost reduction of CNN training T. Hascoet Q. Febvre Y. Ariki T. Takiguchi 3DV 15 2 0 24 Oct 2019
Large-scale Gastric Cancer Screening and Localization Using Multi-task Deep Neural Network Hong Yu Xiaofan Zhang Ling-Jun Song Liren Jiang Xiaodi Huang ... Weiwei Sun Yangqiong Zhang Guangyi Peng Weiwei Shen Guohui Fu 61 13 0 09 Oct 2019
Deep Multiphase Level Set for Scene Parsing Pingping Zhang Wei Liu Yinjie Lei Hongyu Wang Huchuan Lu 69 15 0 08 Oct 2019
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization Paras Jain Ajay Jain Aniruddha Nrusimha A. Gholami Pieter Abbeel Kurt Keutzer Ion Stoica Joseph E. Gonzalez 81 196 0 07 Oct 2019
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation Yuhui Yuan Xiaokang Chen Xilin Chen Jingdong Wang ViT 244 1,423 0 24 Sep 2019
ACFNet: Attentional Class Feature Network for Semantic Segmentation Fan Zhang Yanqin Chen Zhihang Li Zhibin Hong Jingtuo Liu Feifei Ma Junyu Han Errui Ding SSeg 3DPC 204 273 0 20 Sep 2019
Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph Convolutional Networks Chengxi Li Yue Meng Stanley H. Chan Yi-Ting Chen GNN 42 61 0 20 Sep 2019
Global Aggregation then Local Distribution in Fully Convolutional Networks Xiangtai Li Li Zhang Ansheng You Maoke Yang Kuiyuan Yang Yunhai Tong 68 68 0 16 Sep 2019
Boundary-Aware Feature Propagation for Scene Segmentation Henghui Ding Xudong Jiang A. Liu N. Magnenat-Thalmann G. Wang 299 260 0 31 Aug 2019
SPGNet: Semantic Prediction Guidance for Scene Parsing Bowen Cheng Liang-Chieh Chen Yunchao Wei Yukun Zhu Zilong Huang Jinjun Xiong Thomas Huang Wen-mei W. Hwu Humphrey Shi 219 108 0 26 Aug 2019
Dynamic Graph Message Passing Networks Li Zhang Dan Xu Anurag Arnab Philip Torr GNN 102 138 0 19 Aug 2019
Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain Shift Petra Bevandić Ivan Kreso Marin Orsic Sinisa Segvic 84 82 0 03 Aug 2019
Consensus Feature Network for Scene Parsing Tianyi Wu Sheng Tang Rui Zhang G. Guo Yongdong Zhang 59 6 0 29 Jul 2019
Interlaced Sparse Self-Attention for Semantic Segmentation Lang Huang Yuhui Yuan Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 82 156 0 29 Jul 2019
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer René Ranftl Katrin Lasinger David Hafner Konrad Schindler V. Koltun MDE 226 1,806 0 02 Jul 2019
IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things Cheng-Yang Fu Tamara L. Berg Alexander C. Berg ISeg VLM 120 17 0 15 Jun 2019
Disentangling Monocular 3D Object Detection Andrea Simonelli Samuel Rota Buló Lorenzo Porzi Manuel López-Antequera Peter Kontschieder 3DPC 75 455 0 29 May 2019
SpecNet: Spectral Domain Convolutional Neural Network Bochen Guan Jinnian Zhang W. Sethares Richard Kijowski Fang Liu MQ 16 12 0 27 May 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 49 0 0 25 May 2019