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

7 December 2017

Lorenzo Porzi

Peter Kontschieder

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

32 / 82 papers shown

Title
Modeling the Background for Incremental Learning in Semantic Segmentation Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo CLL VLM 24 277 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 17 133 0 30 Jan 2020
Gated Path Selection Network for Semantic Segmentation Qichuan Geng Hong Zhang Xiaojuan Qi Ruigang Yang Zhong Zhou Gao Huang 17 25 0 19 Jan 2020
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 31 29 0 27 Nov 2019
Skin Lesion Classification Using Deep Neural Network Alla Eddine Guissous 14 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 27 94 0 11 Nov 2019
Segmenting Ships in Satellite Imagery With Squeeze and Excitation U-Net R. Venkatesh Anand Metha SSeg 21 4 0 27 Oct 2019
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation Yuhui Yuan Xiaokang Chen Xilin Chen Jingdong Wang ViT 45 1,401 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 34 269 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 16 61 0 20 Sep 2019
Boundary-Aware Feature Propagation for Scene Segmentation Henghui Ding Xudong Jiang A. Liu N. Magnenat-Thalmann G. Wang 140 255 0 31 Aug 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 81 1,746 0 02 Jul 2019
Disentangling Monocular 3D Object Detection Andrea Simonelli Samuel Rota Buló Lorenzo Porzi Manuel López-Antequera Peter Kontschieder 3DPC 23 450 0 29 May 2019
Seamless Scene Segmentation Lorenzo Porzi Samuel Rota Buló Aleksander Colovic Peter Kontschieder SSeg 27 207 0 03 May 2019
Blurring the Line Between Structure and Learning to Optimize and Adapt Receptive Fields Evan Shelhamer Dequan Wang Trevor Darrell 29 35 0 25 Apr 2019
INFER: INtermediate representations for FuturE pRediction Shashank Srikanth J. Ansari R. KarnikRam Sarthak Sharma Krishna Murthy Jatavallabhula K. M. Krishna AI4TS 32 39 0 26 Mar 2019
SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition Yuntao Chen Chenxia Han Yanghao Li Zehao Huang Yi-Xin Jiang Naiyan Wang Zhaoxiang Zhang 109 30 0 14 Mar 2019
3D Scene Reconstruction with Multi-layer Depth and Epipolar Transformers Daeyun Shin Zhile Ren Erik B. Sudderth Charless C. Fowlkes 3DV 30 14 0 18 Feb 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 41 189 0 13 Feb 2019
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 29 15 0 12 Feb 2019
Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras S. Pini Guido Borghi R. Vezzani GAN 59 22 0 05 Dec 2018
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 51 382 0 04 Dec 2018
Learning to Fuse Things and Stuff Jie Li Allan Raventos Arjun Bhargava Takaaki Tagawa Adrien Gaidon 33 104 0 04 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 23 84 0 02 Dec 2018
CCNet: Criss-Cross Attention for Semantic Segmentation Zilong Huang Xinggang Wang Yunchao Wei Lichao Huang Humphrey Shi Wenyu Liu Chang Huang VOS 38 2,522 0 28 Nov 2018
Partial Convolution based Padding Guilin Liu Kevin J. Shih Ting-Chun Wang F. Reda Karan Sapra Zhiding Yu Andrew Tao Bryan Catanzaro VLM 30 91 0 28 Nov 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 25 599 0 04 Sep 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 25 241 0 11 Aug 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 34 12,911 0 07 Feb 2018
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 81 3,065 0 19 May 2017
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 260 1,491 0 30 Nov 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 253 1,829 0 18 Aug 2016