LookOut: Diverse Multi-Future Prediction and Planning for Self-Driving

16 January 2021

Papers citing "LookOut: Diverse Multi-Future Prediction and Planning for Self-Driving"

33 / 33 papers shown

Title
A Survey of World Models for Autonomous Driving Tuo Feng Wenguan Wang Y. Yang VGen 75 6 0 20 Jan 2025
Curb Your Attention: Causal Attention Gating for Robust Trajectory Prediction in Autonomous Driving Ehsan Ahmadi Ray Coden Mercurius Soheil Alizadeh K. Rezaee Amir Rasouli AAML 36 0 0 23 Sep 2024
Annealed Winner-Takes-All for Motion Forecasting Yihong Xu Victor Letzelter Mickaël Chen Éloi Zablocki Matthieu Cord 116 1 0 17 Sep 2024
UnO: Unsupervised Occupancy Fields for Perception and Forecasting Ben Agro Quinlan Sykora Sergio Casas Thomas Gilles R. Urtasun 30 13 0 12 Jun 2024
Pioneering SE(2)-Equivariant Trajectory Planning for Automated Driving Steffen Hagedorn Marcel Milich A. P. Condurache 38 4 0 17 Mar 2024
Tractable Joint Prediction and Planning over Discrete Behavior Modes for Urban Driving Adam R. Villaflor Brian Yang Huangyuan Su Katerina Fragkiadaki John M. Dolan Jeff Schneider 33 0 0 12 Mar 2024
RACP: Risk-Aware Contingency Planning with Multi-Modal Predictions Khaled A. Mustafa Daniel Jarne Ornia Jens Kober Javier Alonso-Mora 59 4 0 27 Feb 2024
Communication-Critical Planning via Multi-Agent Trajectory Exchange Nathan Glaser Z. Kira 19 2 0 10 Mar 2023
Diverse Probabilistic Trajectory Forecasting with Admissibility Constraints Laura Calem H. Ben-younes P. Pérez Nicolas Thome 25 3 0 07 Feb 2023
ADAPT: Action-aware Driving Caption Transformer Bu Jin Xinyi Liu Yupeng Zheng Pengfei Li Hao Zhao Tong Zhang Yuhang Zheng Guyue Zhou Jingjing Liu 25 69 0 01 Feb 2023
Tree-structured Policy Planning with Learned Behavior Models Yuxiao Chen Peter Karkus B. Ivanovic Xinshuo Weng Marco Pavone 15 26 0 27 Jan 2023
Collaborative Perception in Autonomous Driving: Methods, Datasets and Challenges Yushan Han Hui Zhang Huifang Li Yi Jin Congyan Lang Yidong Li 28 100 0 16 Jan 2023
Diffusion-based Generation, Optimization, and Planning in 3D Scenes Siyuan Huang Zan Wang Puhao Li Baoxiong Jia Tengyu Liu Yixin Zhu Wei Liang Song-Chun Zhu DiffM 52 199 0 15 Jan 2023
DiffStack: A Differentiable and Modular Control Stack for Autonomous Vehicles Peter Karkus B. Ivanovic Shie Mannor Marco Pavone 23 45 0 13 Dec 2022
GET-DIPP: Graph-Embedded Transformer for Differentiable Integrated Prediction and Planning Jiawei Sun Chengran Yuan Shuo Sun Zhiyang Liu Terence Goh A. Wong K. P. Tee M. Ang 18 5 0 11 Nov 2022
Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts S. Pini C. Perone Aayush Ahuja Ana Ferreira Moritz Niendorf Sergey Zagoruyko 18 36 0 03 Nov 2022
PlanT: Explainable Planning Transformers via Object-Level Representations Katrin Renz Kashyap Chitta Otniel-Bogdan Mercea A. Sophia Koepke Zeynep Akata Andreas Geiger ViT 30 94 0 25 Oct 2022
RAP: Risk-Aware Prediction for Robust Planning Haruki Nishimura Jean-Pierre Mercat Blake Wulfe R. McAllister Adrien Gaidon OOD 33 17 0 04 Oct 2022
Efficient Speed Planning for Autonomous Driving in Dynamic Environment with Interaction Point Model Yingbing Chen Ren Xin Jie-Zhi Cheng Qingwen Zhang Xiaodong Mei Ming-Yu Liu Lujia Wang 13 13 0 19 Sep 2022
Differentiable Integrated Motion Prediction and Planning with Learnable Cost Function for Autonomous Driving Zhiyu Huang Haochen Liu Jingda Wu Chen Lv 26 91 0 21 Jul 2022
ST-P3: End-to-end Vision-based Autonomous Driving via Spatial-Temporal Feature Learning Shengchao Hu Li Chen Peng Wu Hongyang Li Junchi Yan Dacheng Tao 15 226 0 15 Jul 2022
ScePT: Scene-consistent, Policy-based Trajectory Predictions for Planning Yuxiao Chen B. Ivanovic Marco Pavone 21 76 0 18 Jun 2022
TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving Kashyap Chitta Aditya Prakash Bernhard Jaeger Zehao Yu Katrin Renz Andreas Geiger ViT 91 295 0 31 May 2022
Learning from All Vehicles Dian Chen Philipp Krahenbuhl 25 175 0 22 Mar 2022
THOMAS: Trajectory Heatmap Output with learned Multi-Agent Sampling Thomas Gilles S. Sabatini D. Tsishkou B. Stanciulescu Fabien Moutarde 23 129 0 13 Oct 2021
Contingencies from Observations: Tractable Contingency Planning with Learned Behavior Models Nicholas Rhinehart Jeff He Charles Packer Matthew A. Wright R. McAllister Joseph E. Gonzalez Sergey Levine 101 32 0 21 Apr 2021
IntentNet: Learning to Predict Intention from Raw Sensor Data Sergio Casas Wenjie Luo R. Urtasun 3DPC 154 365 0 20 Jan 2021
Implicit Latent Variable Model for Scene-Consistent Motion Forecasting Sergio Casas Cole Gulino Simon Suo Katie Z Luo Renjie Liao R. Urtasun 149 155 0 23 Jul 2020
Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding Seonguk Park Gyubok Lee Manoj Bhat Jimin Seo Minseok Kang Jonathan M Francis Ashwin R. Jadhav Paul Pu Liang Louis-Philippe Morency 128 118 0 06 Mar 2020
Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data Sergio Casas Cole Gulino Renjie Liao R. Urtasun AI4CE 174 211 0 18 Oct 2019
Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction Ajay Jain Sergio Casas Renjie Liao Yuwen Xiong Song Feng Sean Segal R. Urtasun 138 73 0 17 Oct 2019
Arbitrary-Oriented Scene Text Detection via Rotation Proposals Jianqi Ma Weiyuan Shao Hao Ye Li Wang Hong Wang Yingbin Zheng Xiangyang Xue 158 1,175 0 03 Mar 2017
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 192 520 0 21 Sep 2016