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
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Organizing Background to Explore Latent Classes for Incremental Few-shot Semantic Segmentation Li Shan Wenzhang Zhou Wei Li Xingyu Ding CLL 56 1 0 29 May 2024
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Unified Batch Normalization: Identifying and Alleviating the Feature Condensation in Batch Normalization and a Unified Framework Shaobo Wang Xiangdong Zhang Dongrui Liu Junchi Yan 93 0 0 27 Nov 2023
FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning Peiran Xu Zeyu Wang Jieru Mei Liangqiong Qu Alan Yuille Cihang Xie Yuyin Zhou FedML 55 1 0 06 Oct 2023
Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey Sicong Liu Bin Guo Cheng Fang Ziqi Wang Shiyan Luo Zimu Zhou Zhiwen Yu AI4CE 86 22 0 27 Sep 2023
Subspace Distillation for Continual Learning Kaushik Roy Christian Simon Peyman Moghadam Mehrtash Harandi CLL 24 11 0 31 Jul 2023
Cross-dimensional transfer learning in medical image segmentation with deep learning Hicham Messaoudi Ahror Belaid Douraied BEN SALEM Pierre-Henri Conze MedIm 91 27 0 29 Jul 2023
Efficient ConvBN Blocks for Transfer Learning and Beyond Kaichao You Guo Qin Anchang Bao Mengsi Cao Ping Huang Jiulong Shan Mingsheng Long 59 1 0 19 May 2023
FinnWoodlands Dataset J. Lagos Urho Lempiö Esa Rahtu 3DV 90 9 0 03 Apr 2023
Soft labelling for semantic segmentation: Bringing coherence to label down-sampling Roberto Alcover-Couso Marcos Escudero-Viñolo Juan C. Sanmiguel Jose M. Martínez 67 7 0 27 Feb 2023
On Advantages of Mask-level Recognition for Outlier-aware Segmentation Matej Grcić Josip vSarić Sinivsa vSegvić UQCV 164 34 0 09 Jan 2023
Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces Pattarawat Chormai J. Herrmann Klaus-Robert Muller G. Montavon FAtt 114 19 0 30 Dec 2022
PanDepth: Joint Panoptic Segmentation and Depth Completion J. Lagos Esa Rahtu 3DPC VLM 72 1 0 29 Dec 2022
Weakly supervised training of universal visual concepts for multi-domain semantic segmentation Petra Bevandić Marin Orsic Ivan Grubišić Josip Saric Sinisa Segvic 58 5 0 20 Dec 2022
Multi-task Fusion for Efficient Panoptic-Part Segmentation Sravan Kumar Jagadeesh René Schuster D. Stricker 86 6 0 15 Dec 2022
Dynamic loss balancing and sequential enhancement for road-safety assessment and traffic scene classification Marin Kavcan Marko Sevrovic Sinivsa vSegvić 49 1 0 08 Nov 2022
Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction Muralidhar Andoorveedu Zhanda Zhu Bojian Zheng Gennady Pekhimenko 47 7 0 19 Oct 2022
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation Dipam Goswami René Schuster Joost van de Weijer D. Stricker CLL 85 18 0 13 Oct 2022
NoMorelization: Building Normalizer-Free Models from a Sample's Perspective Chang-Shu Liu Yuwen Yang Yue Ding Hongtao Lu 79 2 0 13 Oct 2022
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation Youngmin Oh Donghyeon Baek Bumsub Ham CLL 47 27 0 13 Oct 2022
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities Brian Bartoldson B. Kailkhura Davis W. Blalock 107 50 0 13 Oct 2022
Google Coral-based edge computing person reidentification using human parsing combined with analytical method N. Gabdullin A. Raskovalov 60 5 0 22 Sep 2022
Dynamic Graph Message Passing Networks for Visual Recognition Li Zhang Mohan Chen Anurag Arnab Xiangyang Xue Philip Torr GNN 66 1 0 20 Sep 2022
Semantic Segmentation using Neural Ordinary Differential Equations Seyedalireza Khoshsirat Chandra Kambhamettu 39 10 0 18 Sep 2022
FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling Hao Lu Wenze Liu Hongtao Fu Z. Cao DiffM 65 31 0 21 Jul 2022
Automatic universal taxonomies for multi-domain semantic segmentation Petra Bevandić Sinisa Segvic VLM 67 5 0 18 Jul 2022
MGNet: Monocular Geometric Scene Understanding for Autonomous Driving Markus Schön M. Buchholz Klaus C. J. Dietmayer 3DPC 3DGS 80 44 0 27 Jun 2022
S $^2$ -FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea Xin Hong Abuzar B. M. Adam Amina Benabid SSeg 55 5 0 15 Jun 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 72 125 0 29 May 2022
Technical Report on Subspace Pyramid Fusion Network for Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea 51 1 0 04 Apr 2022
DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation Yu Tang Chenyu Wang Yufan Zhang Yuliang Liu Xingcheng Zhang Linbo Qiao Zhiquan Lai Dongsheng Li 66 5 0 30 Mar 2022
Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing Qi Zheng Jiankang Deng Zheng Hua Zhu Ying Li Stefanos Zafeiriou CVBM 73 32 0 28 Mar 2022
Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation Guanglei Yang Enrico Fini Dan Xu Paolo Rota Mingli Ding Moin Nabi Xavier Alameda-Pineda Elisa Ricci CLL 70 67 0 26 Mar 2022
Representation Compensation Networks for Continual Semantic Segmentation Chang-Bin Zhang Jianqiang Xiao Xialei Liu Ying-Cong Chen Mingg-Ming Cheng SSeg CLL 105 95 0 10 Mar 2022
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training Joya Chen Kai Xu Yuhui Wang Yifei Cheng Angela Yao 52 8 0 28 Feb 2022
Amodal Panoptic Segmentation Rohit Mohan Abhinav Valada 88 43 0 23 Feb 2022
Predicting the impact of urban change in pedestrian and road safety Cristina Bustos Daniel Rhoads Àgata Lapedriza Javier Borge-Holthoefer Albert Solé-Ribalta HAI 43 0 0 03 Feb 2022
Continual Attentive Fusion for Incremental Learning in Semantic Segmentation Guanglei Yang Enrico Fini Dan Xu Paolo Rota Mingli Ding Hao Tang Xavier Alameda-Pineda Elisa Ricci CLL 74 22 0 01 Feb 2022
Understanding AdamW through Proximal Methods and Scale-Freeness Zhenxun Zhuang Mingrui Liu Ashok Cutkosky Francesco Orabona 85 71 0 31 Jan 2022
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo CLL 63 8 0 31 Jan 2022
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space Jonas Löhdefink Tim Fingscheidt 123 2 0 17 Jan 2022
Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data Matej Grcić Petra Bevandić Zoran Kalafatić Sinivsa vSegvić 90 10 0 23 Dec 2021