v1v2 (latest)

Detecting 32 Pedestrian Attributes for Autonomous Vehicles

4 December 2020

Alexandre Alahi

Papers citing "Detecting 32 Pedestrian Attributes for Autonomous Vehicles"

40 / 40 papers shown

Title
Pedestrian Intention Prediction: A Multi-task Perspective Smail Ait Bouhsain Saeed Saadatnejad Alexandre Alahi 91 28 0 20 Oct 2020
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective Parth Kothari S. Kreiss Alexandre Alahi HAI AI4TS 83 242 0 07 Jul 2020
Autonomous Driving: Framework for Pedestrian Intention Estimationin a Real World Scenario Walter Morales-Alvarez Francisco Miguel Moreno Óscar Sipele N. Smirnov Cristina Olaverri-Monreal 54 22 0 04 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 456 13,130 0 26 May 2020
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs Amir Rasouli Iuliia Kotseruba John K. Tsotsos 93 111 0 13 May 2020
TITAN: Future Forecast using Action Priors Srikanth Malla Behzad Dariush Chiho Choi 101 122 0 31 Mar 2020
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction Bingbin Liu Ehsan Adeli Zhangjie Cao Kuan-Hui Lee Abhijeet Shenoi Adrien Gaidon Juan Carlos Niebles 106 157 0 20 Feb 2020
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning Simon Vandenhende Stamatios Georgoulis Luc Van Gool 90 224 0 19 Jan 2020
Gradient Surgery for Multi-Task Learning Tianhe Yu Saurabh Kumar Abhishek Gupta Sergey Levine Karol Hausman Chelsea Finn 191 1,230 0 19 Jan 2020
A Survey of Deep Learning Applications to Autonomous Vehicle Control Sampo Kuutti Richard Bowden Yaochu Jin P. Barber Saber Fallah 108 520 0 23 Dec 2019
Regularizing Deep Multi-Task Networks using Orthogonal Gradients Mihai Suteu Yike Guo 65 59 0 14 Dec 2019
12-in-1: Multi-Task Vision and Language Representation Learning Jiasen Lu Vedanuj Goswami Marcus Rohrbach Devi Parikh Stefan Lee VLM ObjD 108 481 0 05 Dec 2019
Attribute-aware Pedestrian Detection in a Crowd Jialiang Zhang Lixiang Lin Yang Li Yun-chen Chen Jianke Zhu Yao Hu Guosheng Lin 68 70 0 21 Oct 2019
Looking Ahead: Anticipating Pedestrians Crossing with Future Frames Prediction Mohamed Chaabane A. Trabelsi Nathaniel Blanchard Ross Beveridge 45 55 0 20 Oct 2019
Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization Chufeng Tang Lu Sheng Zhaoxiang Zhang Xiaolin Hu 40 134 0 10 Oct 2019
Understanding Pedestrian-Vehicle Interactions with Vehicle Mounted Vision: An LSTM Model and Empirical Analysis Daniela A. Ridel Nachiket Deo D. Wolf Mohan M. Trivedi VLM 62 20 0 14 May 2019
Real-time Intent Prediction of Pedestrians for Autonomous Ground Vehicles via Spatio-Temporal DenseNet Khaled Saleh M. Hossny S. Nahavandi 62 66 0 22 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 122 3,261 0 16 Apr 2019
PifPaf: Composite Fields for Human Pose Estimation S. Kreiss Lorenzo Bertoni Alexandre Alahi 3DH 80 425 0 15 Mar 2019
Action and intention recognition of pedestrians in urban traffic Dimitrios Varytimidis F. Alonso-Fernandez B. Durán Cristofer Englund 53 49 0 23 Oct 2018
Is the Pedestrian going to Cross? Answering by 2D Pose Estimation Zhijie Fang Antonio M. López 39 123 0 15 Jul 2018
Autonomous Vehicles that Interact with Pedestrians: A Survey of Theory and Practice Amir Rasouli John K. Tsotsos 127 619 0 30 May 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas Guibas Jitendra Malik Silvio Savarese 126 1,222 0 23 Apr 2018
End-to-End Multi-Task Learning with Attention Shikun Liu Edward Johns Andrew J. Davison CVBM 73 1,057 0 28 Mar 2018
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks Zhao Chen Vijay Badrinarayanan Chen-Yu Lee Andrew Rabinovich ODL 176 1,293 0 07 Nov 2017
Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering Elliot Meyerson Risto Miikkulainen MoE 84 93 0 31 Oct 2017
Pedestrian Prediction by Planning using Deep Neural Networks Eike Rehder F. Wirth Martin Lauer Christoph Stiller 51 117 0 19 Jun 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 272 3,136 0 19 May 2017
Deep MANTA: A Coarse-to-fine Many-Task Network for joint 2D and 3D vehicle analysis from monocular image Florian Chabot Mohamed Chaouch Jaonary Rabarisoa Céline Teulière Thierry Chateau 3DPC 77 426 0 22 Mar 2017
Improving Person Re-identification by Attribute and Identity Learning Yutian Lin Liang Zheng Zhedong Zheng Yu Wu Zhilan Hu Chenggang Yan Yi Yang 183 824 0 21 Mar 2017
Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification Y. Lu Abhishek Kumar Shuangfei Zhai Yu Cheng T. Javidi Rogerio Feris 3DH 79 388 0 16 Nov 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 342 5,247 0 16 Sep 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 150 677 0 07 Sep 2016
Deep Multi-task Representation Learning: A Tensor Factorisation Approach Yongxin Yang Timothy M. Hospedales 86 254 0 20 May 2016
Cross-stitch Networks for Multi-task Learning Ishan Misra Abhinav Shrivastava Abhinav Gupta M. Hebert 103 1,351 0 12 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
Contextual Action Recognition with R*CNN Georgia Gkioxari Ross B. Girshick Jitendra Malik HAI 109 403 0 05 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Actions and Attributes from Wholes and Parts Georgia Gkioxari Ross B. Girshick Jitendra Malik 88 147 0 08 Dec 2014
Pedestrian Detection aided by Deep Learning Semantic Tasks Yonglong Tian Ping Luo Xiaogang Wang Xiaoou Tang 74 434 0 29 Nov 2014