Spatially-sparse convolutional neural networks

22 September 2014

Benjamin Graham

Papers citing "Spatially-sparse convolutional neural networks"

47 / 47 papers shown

Title
Which2comm: An Efficient Collaborative Perception Framework for 3D Object Detection Duanrui Yu Jing You Xin Pei Anqi Qu Dingyu Wang Shaocheng Jia 58 1 0 21 Mar 2025
Binarizing Sparse Convolutional Networks for Efficient Point Cloud Analysis Xiuwei Xu Ziwei Wang Jie Zhou Jiwen Lu 3DPC MQ 40 6 0 27 Mar 2023
Spatial Pruned Sparse Convolution for Efficient 3D Object Detection Jianhui Liu Yukang Chen Xiaoqing Ye Zhuotao Tian Xiao Tan Xiaojuan Qi 3DPC 128 34 0 28 Sep 2022
Minkowski Tracker: A Sparse Spatio-Temporal R-CNN for Joint Object Detection and Tracking JunYoung Gwak Silvio Savarese Jeannette Bohg VOT 30 13 0 22 Aug 2022
Learning Spatial and Temporal Variations for 4D Point Cloud Segmentation Hanyu Shi Wei Jiacheng Hao Wang Liu Fayao Lin Guosheng 3DPC 38 3 0 11 Jul 2022
Fully Convolutional One-Stage 3D Object Detection on LiDAR Range Images Zhi Tian Xiangxiang Chu Xiaoming Wang Xiaolin K. Wei Chunhua Shen 3DPC 27 97 0 27 May 2022
Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes Christian Eichenberger M. Neun Henry Martin Pedro Herruzo M. Spanring ... Fei Tang A. Gruca Michael K Kopp David P. Kreil Sepp Hochreiter 48 19 0 31 Mar 2022
VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention Sheng Deng Zhihao Liang Lin Sun Kui Jia 3DPC 11 76 0 18 Mar 2022
Survey and Systematization of 3D Object Detection Models and Methods Moritz Drobnitzky J. Friederich Bernhard Egger Patrick Zschech 3DPC 29 11 0 23 Jan 2022
Traffic4cast -- Large-scale Traffic Prediction using 3DResNet and Sparse-UNet Bo Wang R. Mohajerpoor Chen Cai Inhi Kim H. Vu 21 3 0 10 Nov 2021
On the Privacy Risks of Deploying Recurrent Neural Networks in Machine Learning Models Yunhao Yang Parham Gohari Ufuk Topcu AAML 35 3 0 06 Oct 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 31 115 0 02 Jan 2021
Cirrus: A Long-range Bi-pattern LiDAR Dataset Ze Wang Sihao Ding Yuchen Li J. Fenn Sohini Roychowdhury Andreas Wallin Lane Martin Scott Ryvola Guillermo Sapiro Qiang Qiu 3DPC 3DV 30 27 0 05 Dec 2020
Efficient Neighbourhood Consensus Networks via Submanifold Sparse Convolutions Ignacio Rocco Relja Arandjelović Josef Sivic 38 170 0 22 Apr 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 160 257 0 14 Mar 2020
Indoor Scene Recognition in 3D Shengyu Huang Mikhail (Misha) Usvyatsov Konrad Schindler 3DV 3DPC 26 19 0 28 Feb 2020
Training Binary Neural Networks using the Bayesian Learning Rule Xiangming Meng Roman Bachmann Mohammad Emtiyaz Khan BDL MQ 32 40 0 25 Feb 2020
SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations Konstantinos Kanellopoulos Nandita Vijaykumar Christina Giannoula Roknoddin Azizi Skanda Koppula Nika Mansouri-Ghiasi Taha Shahroodi Juan Gómez Luna O. Mutlu 21 79 0 23 Oct 2019
Sketch-Specific Data Augmentation for Freehand Sketch Recognition Ying Zheng H. Yao Xiaoshuai Sun Shengping Zhang Sicheng Zhao Fatih Porikli 30 15 0 14 Oct 2019
epBRM: Improving a Quality of 3D Object Detection using End Point Box Regression Module K. Shin Masayoshi Tomizuka 3DPC 36 4 0 27 Sep 2019
Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization K. Helwegen James Widdicombe Lukas Geiger Zechun Liu K. Cheng Roeland Nusselder MQ 27 110 0 05 Jun 2019
Partial Scanning Transmission Electron Microscopy with Deep Learning Jeffrey M. Ede R. Beanland MedIm 23 22 0 31 May 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 78 1,759 0 18 Apr 2019
MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds Ali K. Thabet Humam Alwassel Guohao Li 3DPC 39 28 0 30 Mar 2019
Unsupervised Data Imputation via Variational Inference of Deep Subspaces Adrian Dalca John Guttag M. Sabuncu DRL 23 13 0 08 Mar 2019
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis Tianjia Shao Yifan Yang Y. Weng Qiming Hou Kun Zhou 3DV 36 29 0 30 Mar 2018
Recurrent Slice Networks for 3D Segmentation of Point Clouds Qiangui Huang Weiyue Wang Ulrich Neumann 3DPC 44 452 0 13 Feb 2018
Sparsity Invariant CNNs J. Uhrig N. Schneider Lukas Schneider Uwe Franke Thomas Brox Andreas Geiger 59 824 0 22 Aug 2017
Rethinking Reprojection: Closing the Loop for Pose-aware ShapeReconstruction from a Single Image Rui Zhu Hamed Kiani Galoogahi Chaoyang Wang Simon Lucey 3DV 23 90 0 15 Jul 2017
Learning Local Receptive Fields and their Weight Sharing Scheme on Graphs Jean-Charles Vialatte Vincent Gripon G. Coppin 25 5 0 08 Jun 2017
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images L. Hou Vu Nguyen Dimitris Samaras Tahsin M. Kurc Yi Gao Tianhao Zhao Joel H. Saltz MedIm 35 143 0 03 Apr 2017
More is Less: A More Complicated Network with Less Inference Complexity Xuanyi Dong Junshi Huang Yi Yang Shuicheng Yan 26 288 0 25 Mar 2017
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El-Yaniv Yoshua Bengio MQ 54 1,846 0 22 Sep 2016
Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks Martin Engelcke Dushyant Rao Dominic Zeng Wang Chi Hay Tong Ingmar Posner 3DPC 192 521 0 21 Sep 2016
Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou 23 119 0 22 Aug 2016
Genetic Architect: Discovering Genomic Structure with Learned Neural Architectures Laura Deming S. Targ Nate Sauder Diogo Almeida Chun Jimmie Ye GNN 35 14 0 23 May 2016
Refining Architectures of Deep Convolutional Neural Networks S. Shankar D. Robertson Yani Andrew Ioannou A. Criminisi R. Cipolla 3DV 25 30 0 22 Apr 2016
Binarized Neural Networks Itay Hubara Daniel Soudry Ran El-Yaniv MQ 58 1,350 0 08 Feb 2016
All you need is a good init Dmytro Mishkin Jirí Matas ODL 32 605 0 19 Nov 2015
Universum Prescription: Regularization using Unlabeled Data Xiang Zhang Yann LeCun 27 31 0 11 Nov 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 62 1,671 0 22 Jul 2015
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video Lionel Pigou Aaron van den Oord Sander Dieleman Mieke Van Herreweghe J. Dambre 27 254 0 05 Jun 2015
Sparse 3D convolutional neural networks Ben Graham 3DPC 3DV 20 199 0 12 May 2015
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions Mikhail Figurnov Aizhan Ibraimova Dmitry Vetrov Pushmeet Kohli 32 137 0 30 Apr 2015
A Bayesian encourages dropout S. Maeda BDL 43 45 0 22 Dec 2014
Fractional Max-Pooling Benjamin Graham TPM 30 517 0 18 Dec 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,640 0 03 Jul 2012