Lane Segmentation Refinement with Diffusion Models

Lane Segmentation Refinement with Diffusion Models

1 May 2024

Helge J. Ritter

Papers citing "Lane Segmentation Refinement with Diffusion Models"

19 / 19 papers shown

Title
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hyung Jin Chang Hubert P. H. Shum DiffM 66 56 0 07 Jun 2023
Learning and Aggregating Lane Graphs for Urban Automated Driving M. Büchner Jannik Zürn Ion-George Todoran Abhinav Valada Wolfram Burgard 61 25 0 13 Feb 2023
Scalable Adaptive Computation for Iterative Generation Allan Jabri David Fleet Ting-Li Chen DiffM 67 112 0 22 Dec 2022
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model Junde Wu Rao Fu Huihui Fang Yu Zhang Yehui Yang Haoyi Xiong Huiying Liu Yanwu Xu MedIm VLM DiffM 119 250 0 01 Nov 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 79 20 0 31 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 388 15,454 0 20 Dec 2021
Diffusion Models for Implicit Image Segmentation Ensembles J. Wolleb Robin Sandkühler Florentin Bieder Philippe Valmaggia Philippe C. Cattin DiffM MedIm VLM 181 270 0 06 Dec 2021
SegDiff: Image Segmentation with Diffusion Probabilistic Models Tomer Amit Tal Shaharbany Eliya Nachmani Lior Wolf DiffM 85 305 0 01 Dec 2021
Structured Bird's-Eye-View Traffic Scene Understanding from Onboard Images Y. Can Alexander Liniger D. Paudel Luc Van Gool 117 116 0 05 Oct 2021
Critic Guided Segmentation of Rewarding Objects in First-Person Views Andrew Melnik Augustin Harter C. Limberg Krishan Rana Niko Sünderhauf Helge J. Ritter EgoV 47 14 0 20 Jul 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 193 7,818 0 11 May 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 314 3,671 0 18 Feb 2021
DAGMapper: Learning to Map by Discovering Lane Topology N. Homayounfar Wei-Chiu Ma Justin Liang Xinyu Wu Jack Fan R. Urtasun 59 93 0 22 Dec 2020
Hierarchical Recurrent Attention Networks for Structured Online Maps N. Homayounfar Wei-Chiu Ma S. K. Lakshmikanth R. Urtasun 3DPC 60 67 0 22 Dec 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 228 7,350 0 06 Oct 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
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 390 3,611 0 20 Aug 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 275 5,727 0 26 Mar 2019
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 281 6,925 0 12 Mar 2015