v1v2v3 (latest)

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

7 December 2017

Samuel Rota Buló

Lorenzo Porzi

Peter Kontschieder

ArXiv (abs)PDF HTML Github (1326★)

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

34 / 184 papers shown

Title
Spatial Sampling Network for Fast Scene Understanding Davide Mazzini Raimondo Schettini 3DPC SSeg 43 21 0 22 May 2019
Efficient Ladder-style DenseNets for Semantic Segmentation of Large Images Ivan Kreso Josip Krapac Sinisa Segvic SSeg 79 53 0 14 May 2019
Seamless Scene Segmentation Lorenzo Porzi Samuel Rota Buló Aleksander Colovic Peter Kontschieder SSeg 191 210 0 03 May 2019
Blurring the Line Between Structure and Learning to Optimize and Adapt Receptive Fields Evan Shelhamer Dequan Wang Trevor Darrell 87 35 0 25 Apr 2019
Low-Memory Neural Network Training: A Technical Report N. Sohoni Christopher R. Aberger Megan Leszczynski Jian Zhang Christopher Ré 92 103 0 24 Apr 2019
CaseNet: Content-Adaptive Scale Interaction Networks for Scene Parsing Xin Jin Cuiling Lan Wenjun Zeng Zhizheng Zhang Zhibo Chen 54 7 0 17 Apr 2019
INFER: INtermediate representations for FuturE pRediction Shashank Srikanth J. Ansari R. KarnikRam Sarthak Sharma Krishna Murthy Jatavallabhula K. M. Krishna AI4TS 79 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 Jiang Naiyan Wang Zhaoxiang Zhang 290 30 0 14 Mar 2019
Towards Corner Case Detection for Autonomous Driving Jan-Aike Termöhlen Andreas Bär Daniel Lipinski Tim Fingscheidt AAML 86 96 0 25 Feb 2019
3D Scene Reconstruction with Multi-layer Depth and Epipolar Transformers Daeyun Shin Zhile Ren Erik B. Sudderth Charless C. Fowlkes 3DV 65 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 119 191 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 56 15 0 12 Feb 2019
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Chenxi Liu Liang-Chieh Chen Florian Schroff Hartwig Adam Wei Hua Alan Yuille Li Fei-Fei SSeg 126 984 0 10 Jan 2019
Panoptic Feature Pyramid Networks Alexander Kirillov Ross B. Girshick Kaiming He Piotr Dollár ISeg SSeg 156 1,294 0 08 Jan 2019
A Parametric Top-View Representation of Complex Road Scenes Ziyan Wang Buyu Liu S. Schulter Manmohan Chandraker AI4TS 71 45 0 14 Dec 2018
Online Model Distillation for Efficient Video Inference Ravi Teja Mullapudi Steven Chen Keyi Zhang Deva Ramanan Kayvon Fatahalian VGen 98 115 0 06 Dec 2018
Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras S. Pini Guido Borghi R. Vezzani GAN 101 24 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 108 386 0 04 Dec 2018
The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation Dylan Campbell L. Petersson L. Kneip Hongdong Li Stephen Gould 74 41 0 04 Dec 2018
Learning to Fuse Things and Stuff Jie Li Allan Raventos Arjun Bhargava Takaaki Tagawa Adrien Gaidon 110 104 0 04 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 95 84 0 02 Dec 2018
Improving Traffic Safety Through Video Analysis in Jakarta, Indonesia João Caldeira A. Fout Aniket Kesari Raesetje Sefala Joseph Walsh ... Muhammad Rizal Khaefi Setiaji G. Hodge Zakiya Pramestri M. A. Imtiyazi 13 3 0 30 Nov 2018
CCNet: Criss-Cross Attention for Semantic Segmentation Zilong Huang Xinggang Wang Yunchao Wei Lichao Huang Humphrey Shi Wenyu Liu Chang Huang VOS 217 2,557 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 94 91 0 28 Nov 2018
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 109 89 0 28 Nov 2018
IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained Environments G. Varma A. Subramanian A. Namboodiri Manmohan Chandraker C. V. Jawahar 116 325 0 26 Nov 2018
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction Liang-Chieh Chen Maxwell D. Collins Yukun Zhu George Papandreou Barret Zoph Florian Schroff Hartwig Adam Jonathon Shlens 3DV 80 412 0 11 Sep 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 87 605 0 04 Sep 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 68 247 0 11 Aug 2018
A Network Structure to Explicitly Reduce Confusion Errors in Semantic Segmentation Qichuan Geng Xinyu Huang Zhong Zhou Ruigang Yang SSeg 40 1 0 01 Aug 2018
TernausNetV2: Fully Convolutional Network for Instance Segmentation V. Iglovikov Selim S. Seferbekov A. Buslaev Alexey A. Shvets SSeg 96 157 0 03 Jun 2018
Norm matters: efficient and accurate normalization schemes in deep networks Elad Hoffer Ron Banner Itay Golan Daniel Soudry OffRL 88 179 0 05 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 495 13,223 0 07 Feb 2018
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 274 3,137 0 19 May 2017