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
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Edoardo Arnaudo Fabio Cermelli A. Tavera Claudio Rossi Barbara Caputo CLL 47 9 0 07 Dec 2021
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Dense Prediction with Attentive Feature Aggregation Yung-Hsu Yang Thomas E. Huang Min Sun Samuel Rota Buló Peter Kontschieder Feng Yu 86 7 0 01 Nov 2021
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency Aditya Ganeshan Alexis Vallet Yasunori Kudo S. Maeda Tommi Kerola Rares Andrei Ambrus Dennis Park Adrien Gaidon AI4TS 116 13 0 28 Sep 2021
Predicting Driver Self-Reported Stress by Analyzing the Road Scene Cristina Bustos Neska Elhaouij Albert Solé-Ribalta Javier Borge-Holthoefer Àgata Lapedriza Rosalind W. Picard 60 15 0 27 Sep 2021
Border-SegGCN: Improving Semantic Segmentation by Refining the Border Outline using Graph Convolutional Network Naina Dhingra G. Chogovadze A. Kunz 64 6 0 11 Sep 2021
Multi-domain semantic segmentation with overlapping labels Petra Bevandić Marin Orsic Ivan Grubišić Josip Saric Sinisa Segvic 81 14 0 25 Aug 2021
sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification Gabriel Bénédict Vincent Koops Daan Odijk Maarten de Rijke 81 32 0 24 Aug 2021
Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion Yikai Wang F. Sun Ming Lu Anbang Yao 86 48 0 11 Aug 2021
Attention-based fusion of semantic boundary and non-boundary information to improve semantic segmentation Jefferson Fontinele Gabriel Lefundes Luciano Oliveira 66 0 0 05 Aug 2021
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation Sanghun Jung Jungsoo Lee Daehoon Gwak Sungha Choi Jaegul Choo 144 96 0 23 Jul 2021
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB Stefan Ainetter Friedrich Fraundorfer 88 125 0 12 Jul 2021
DROID: Driver-centric Risk Object Identification Chengxi Li Stanley H. Chan Yi-Ting Chen 71 8 0 24 Jun 2021
Revisiting consistency for semi-supervised semantic segmentation Ivan Grubišić Marin Orsic Sinisa Segvic 31 5 0 13 Jun 2021
Multi-Scale Feature Aggregation by Cross-Scale Pixel-to-Region Relation Operation for Semantic Segmentation Yechao Bai Ziyuan Huang Lyuyu Shen Hongliang Guo Marcelo H. Ang Jr Daniela Rus SSeg 18 4 0 03 Jun 2021
Detecting Anomalies in Semantic Segmentation with Prototypes Dario Fontanel Fabio Cermelli Massimiliano Mancini Barbara Caputo UQCV 78 14 0 01 Jun 2021
Towards Efficient Full 8-bit Integer DNN Online Training on Resource-limited Devices without Batch Normalization Yukuan Yang Xiaowei Chi Lei Deng Tianyi Yan Feng Gao Guoqi Li MQ 66 6 0 27 May 2021
Assessing bikeability with street view imagery and computer vision Koichi Ito Filip Biljecki 36 128 0 13 May 2021
"BNN - BN = ?": Training Binary Neural Networks without Batch Normalization Tianlong Chen Zhenyu Zhang Xu Ouyang Zechun Liu Zhiqiang Shen Zhangyang Wang MQ 99 37 0 16 Apr 2021
A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation Jianlong Yuan Yifan Liu Chunhua Shen Zhibin Wang Hao Li 57 112 0 15 Apr 2021
Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation Zilong Huang Wentian Hao Xinggang Wang Mingyuan Tao Jianqiang Huang Wenyu Liu Xiansheng Hua CLL 44 12 0 02 Apr 2021
Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction Mobarakol Islam Navodini Wijethilake Hongliang Ren 54 33 0 17 Mar 2021
High-Performance Large-Scale Image Recognition Without Normalization Andrew Brock Soham De Samuel L. Smith Karen Simonyan VLM 302 523 0 11 Feb 2021
Dense outlier detection and open-set recognition based on training with noisy negative images Petra Bevandić Ivan Kreso Marin Orsic Sinisa Segvic 78 30 0 22 Jan 2021
Characterizing signal propagation to close the performance gap in unnormalized ResNets Andrew Brock Soham De Samuel L. Smith 191 123 0 21 Jan 2021
The Ikshana Hypothesis of Human Scene Understanding Venkata Satya Sai Ajay Daliparthi 72 0 0 21 Jan 2021
AGRNet: Adaptive Graph Representation Learning and Reasoning for Face Parsing Gusi Te Wei Hu Yinglu Liu Hailin Shi Tao Mei CVBM 3DH 179 29 0 18 Jan 2021
Training DNNs in O(1) memory with MEM-DFA using Random Matrices Tien Chu Kamil Mykitiuk Miron Szewczyk Adam Wiktor Z. Wojna 27 2 0 21 Dec 2020
Weakly-supervised Semantic Segmentation in Cityscape via Hyperspectral Image Yuxing Huang Shaodi You Ying Fu Qiu Shen 182 7 0 18 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 107 0 0 16 Dec 2020
Improving Panoptic Segmentation at All Scales Lorenzo Porzi Samuel Rota Buló Peter Kontschieder 88 16 0 14 Dec 2020
Self-Training for Class-Incremental Semantic Segmentation Lu Yu Xialei Liu Joost van de Weijer CLL SSL 87 57 0 06 Dec 2020
Prototype-based Incremental Few-Shot Semantic Segmentation Fabio Cermelli Massimiliano Mancini Yongqin Xian Zeynep Akata Barbara Caputo VLM CLL 71 25 0 30 Nov 2020
Learning Affinity-Aware Upsampling for Deep Image Matting Yutong Dai Hao Lu Chunhua Shen 70 57 0 29 Nov 2020
Scaling Wide Residual Networks for Panoptic Segmentation Liang-Chieh Chen Huiyu Wang Siyuan Qiao SSeg 119 49 0 23 Nov 2020
Multi Receptive Field Network for Semantic Segmentation Jianlong Yuan Zelu Deng Shu Wang Zhenbo Luo SSeg 67 24 0 17 Nov 2020
BirdSLAM: Monocular Multibody SLAM in Bird's-Eye View Swapnil Daga Gokul B. Nair Anirudh Ramesh Rahul Sajnani J. Ansari K. M. Krishna 34 1 0 15 Nov 2020
Memory Optimization for Deep Networks Aashaka Shah Chaoxia Wu Jayashree Mohan Vijay Chidambaram Philipp Krahenbuhl 75 24 0 27 Oct 2020
PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training An Tran Ali Zonoozi Jagannadan Varadarajan Hannes Kruppa SSeg 65 14 0 14 Oct 2020
HCNet: Hierarchical Context Network for Semantic Segmentation Yanwen Chong Congchong Nie Yulong Tao Xiaoshu Chen S. Pan 30 4 0 10 Oct 2020
Robust Vision Challenge 2020 -- 1st Place Report for Panoptic Segmentation Rohit Mohan Abhinav Valada 21 2 0 23 Aug 2020
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation Mingmin Zhen Shiwei Li Lei Zhou Jiaxiang Shang Haoan Feng Tian Fang Long Quan VOS 102 61 0 04 Aug 2020
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation N. Homayounfar Yuwen Xiong Justin Liang Wei-Chiu Ma R. Urtasun 3DPC 95 25 0 30 Jul 2020
Edge-aware Graph Representation Learning and Reasoning for Face Parsing Gusi Te Yinglu Liu Wei Hu Hailin Shi Tao Mei CVBM 3DH GNN 106 65 0 22 Jul 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision Xiangtai Li Xia Li Li Zhang Guangliang Cheng Jianping Shi Zhouchen Lin Shaohua Tan Yunhai Tong 250 257 0 20 Jul 2020
SegFix: Model-Agnostic Boundary Refinement for Segmentation Yuhui Yuan Jingyi Xie Xilin Chen Jingdong Wang ISeg 169 198 0 08 Jul 2020
Understanding Road Layout from Videos as a Whole Buyu Liu Bingbing Zhuang S. Schulter Pan Ji Manmohan Chandraker 48 21 0 02 Jul 2020
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels Marvin Klingner Andreas Bär Philipp Donn Tim Fingscheidt CLL 155 45 0 12 May 2020
Understanding Dynamic Scenes using Graph Convolution Networks Sravan Mylavarapu Mahtab Sandhu Priyesh Vijayan K. M. Krishna Balaraman Ravindran A. Namboodiri 66 30 0 09 May 2020