UnO: Unsupervised Occupancy Fields for Perception and Forecasting

UnO: Unsupervised Occupancy Fields for Perception and Forecasting

12 June 2024

Papers citing "UnO: Unsupervised Occupancy Fields for Perception and Forecasting"

15 / 15 papers shown

Title
UniOcc: A Unified Benchmark for Occupancy Forecasting and Prediction in Autonomous Driving Yuping Wang Xiangyu Huang Xiaokang Sun Mingxuan Yan Shuo Xing Zhengzhong Tu Jiachen Li 37 0 0 31 Mar 2025
CleverDistiller: Simple and Spatially Consistent Cross-modal Distillation Hariprasath Govindarajan Maciej K. Wozniak Marvin Klingner Camille Maurice B. R. Kiran S. Yogamani 53 0 0 12 Mar 2025
Temporal Overlapping Prediction: A Self-supervised Pre-training Method for LiDAR Moving Object Segmentation Ziliang Miao Runjian Chen Yixi Cai Buwei He Wenquan Zhao Wenqi Shao Bo-Wen Zhang Fu Zhang 3DPC 49 0 0 10 Mar 2025
OccProphet: Pushing Efficiency Frontier of Camera-Only 4D Occupancy Forecasting with Observer-Forecaster-Refiner Framework Junliang Chen Huaiyuan Xu Yi Wang Lap-Pui Chau 54 1 0 24 Feb 2025
A Survey of World Models for Autonomous Driving Tuo Feng Wenguan Wang Y. Yang VGen 72 5 0 20 Jan 2025
An Efficient Occupancy World Model via Decoupled Dynamic Flow and Image-assisted Training Haiming Zhang Ying Xue Xu Yan Jiacheng Zhang Weichao Qiu Dongfeng Bai Bingbing Liu Shuguang Cui Z. Li 66 5 0 18 Dec 2024
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Ali AlShami Ananya Kalita Ryan Rabinowitz Khang Nhut Lam Rishabh Bezbarua Terrance Boult Jugal Kalita 62 6 0 06 Dec 2024
Exploring the Interplay Between Video Generation and World Models in Autonomous Driving: A Survey Ao Fu Yi Zhou Tao Zhou Y. Yang Bojun Gao Qun Li Guobin Wu Ling Shao VGen 56 2 0 05 Nov 2024
A Survey on Occupancy Perception for Autonomous Driving: The Information Fusion Perspective Huaiyuan Xu Junliang Chen Shiyu Meng Yi Wang Lap-Pui Chau 3DPC 37 16 0 08 May 2024
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras Anthony Hu Zak Murez Nikhil C. Mohan Sofía Dudas Jeffrey Hawke Vijay Badrinarayanan R. Cipolla Alex Kendall 131 254 0 21 Apr 2021
IntentNet: Learning to Predict Intention from Raw Sensor Data Sergio Casas Wenjie Luo R. Urtasun 3DPC 152 362 0 20 Jan 2021
LookOut: Diverse Multi-Future Prediction and Planning for Self-Driving Alexander Cui Sergio Casas Abbas Sadat Renjie Liao R. Urtasun 103 126 0 16 Jan 2021
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 212 968 0 10 Mar 2020
Feature Pyramid Networks for Object Detection Tsung-Yi Lin Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 166 21,643 0 09 Dec 2016