Solving Traffic4Cast Competition with U-Net and Temporal Domain
Adaptation

Solving Traffic4Cast Competition with U-Net and Temporal Domain Adaptation

5 November 2021

Papers citing "Solving Traffic4Cast Competition with U-Net and Temporal Domain Adaptation"

14 / 14 papers shown

Title
Towards Good Practices of U-Net for Traffic Forecasting Jingwei Xu Jianjin Zhang Zhiyu Yao Yunbo Wang AI4TS 28 6 0 04 Dec 2020
Utilizing UNet for the future traffic map prediction task Traffic4cast challenge 2020 Sungbin Choi OT 28 15 0 24 Nov 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 439 42,393 0 03 Dec 2019
Traffic map prediction using UNet based deep convolutional neural network Sungbin Choi OT 38 14 0 25 Nov 2019
EfficientDet: Scalable and Efficient Object Detection Mingxing Tan Ruoming Pang Quoc V. Le 94 5,045 0 20 Nov 2019
Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution Yang Liu Fanyou Wu B. Yu Zhiyuan Liu Jieping Ye AI4TS 53 6 0 11 Nov 2019
Traffic4cast-Traffic Map Movie Forecasting -- Team MIE-Lab Henry Martin Ye Hong D. Bucher Christian Rupprecht R. Buffat 28 12 0 27 Oct 2019
Semi-Supervised Learning for Cancer Detection of Lymph Node Metastases Amit Kumar Jaiswal Ivan Panshin D. Shulkin Nagender Aneja Samuel Abramov SSL MedIm 45 23 0 23 Jun 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 133 18,106 0 28 May 2019
TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation V. Iglovikov Alexey A. Shvets SSeg 34 612 0 17 Jan 2018
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 760 36,781 0 25 Aug 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,099 0 18 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 450 43,277 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014