autonomousvision

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48 repositories

navsim
Public
[NeurIPS 2024] NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking
planning autonomous-driving self-driving
Python
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Apache License 2.0
•19•273•0•1•Updated Oct 31, 2024Oct 31, 2024
factor-fields
Public
[SIGGRAPH 2023] We provide a unified formula for neural fields (Factor Fields) and a novel dictionary factorization (Dictionary Fields)
dictionary representation-learning nerf
Jupyter Notebook
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MIT License
•10•199•6•0•Updated Oct 22, 2024Oct 22, 2024
mip-splatting
Public
[CVPR'24 Best Student Paper] Mip-Splatting: Alias-free 3D Gaussian Splatting
nerf 3d-reconstruction anti-aliasing novel-view-synthesis guassian-splatting
Python
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Other
•69•1.1k•18•2•Updated Oct 20, 2024Oct 20, 2024
akorn
Public
Reproducing code for the work: Artificial Kuramoto Oscillatory Neurons
0•23•0•0•Updated Oct 18, 2024Oct 18, 2024
sledge
Public
[ECCV'24] SLEDGE: Synthesizing Driving Environments with Generative Models and Rule-Based Traffic
Python
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Apache License 2.0
•6•161•1•0•Updated Oct 16, 2024Oct 16, 2024
tuplan_garage
Public
[CoRL'23] Parting with Misconceptions about Learning-based Vehicle Motion Planning
planning autonomous-driving self-driving nuplan corl23
Python
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Other
•56•519•0•0•Updated Oct 15, 2024Oct 15, 2024
carla_garage
Public
[ICCV'23] Hidden Biases of End-to-End Driving Models
Python
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MIT License
•19•232•0•0•Updated Oct 8, 2024Oct 8, 2024
kitti360Scripts
Public
This repository contains utility scripts for the KITTI-360 dataset.
Python
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MIT License
•63•386•52•0•Updated Oct 7, 2024Oct 7, 2024
gaussian-opacity-fields
Public
[SIGGRAPH Asia'24 & TOG] Gaussian Opacity Fields: Efficient Adaptive Surface Reconstruction in Unbounded Scenes
surface-reconstruction 3d-reconstruction tetrahedral-meshing novel-view-synthesis gaussian-splatting
Python
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Other
•40•716•28•3•Updated Sep 11, 2024Sep 11, 2024
murf
Public
[CVPR'24] MuRF: Multi-Baseline Radiance Fields
view-synthesis multi-baseline feed-forward-nerf small-baseline large-baseline 3d-context latent-volume
Python
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MIT License
•6•108•5•0•Updated Aug 29, 2024Aug 29, 2024
hdt
Public
[COLM'24] HDT: Hierarchical Document Transformer
Python
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MIT License
•0•8•0•0•Updated Jul 13, 2024Jul 13, 2024
LaRa
Public
[ECCV 2024] Efficient Large-Baseline Radiance Fields, a feed-forward 2DGS model
transformer 3d-reconstruction radiance-field
Python
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MIT License
•11•272•9•0•Updated Jul 13, 2024Jul 13, 2024
sdfstudio
Public
A Unified Framework for Surface Reconstruction
surface-reconstruction sdf nerf implicit-neural-representation multi-view-reconstruction pytorch 3d-reconstruction
Python
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Apache License 2.0
•185•2k•155•7•Updated Jul 11, 2024Jul 11, 2024
transfuser
Public
[PAMI'23] TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving; [CVPR'21] Multi-Modal Fusion Transformer for End-to-End Autonomous Driving
transformers autonomous-driving sensor-fusion imitation-learning
Python
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MIT License
•187•1.1k•0•0•Updated Jun 28, 2024Jun 28, 2024
stylegan-xl
Public
[SIGGRAPH'22] StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets
Python
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MIT License
•113•964•39•5•Updated Jun 24, 2024Jun 24, 2024
gta
Public
[ICLR'24] GTA: A Geometry-Aware Attention Mechanism for Multi-view Transformers
Python
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MIT License
•2•121•1•0•Updated Jun 14, 2024Jun 14, 2024
projected-gan
Public
[NeurIPS'21] Projected GANs Converge Faster
Python
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MIT License
•96•885•20•1•Updated Jun 4, 2024Jun 4, 2024
unimatch
Public
[TPAMI'23] Unifying Flow, Stereo and Depth Estimation
matching transformer depth stereo optical-flow correspondence unified-model cross-attention
Python
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MIT License
•111•1.1k•9•3•Updated May 10, 2024May 10, 2024
kitti360LabelTool
Public
JavaScript
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MIT License
•23•115•4•0•Updated Mar 27, 2024Mar 27, 2024
unisurf
Public
[ICCV'21] UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction
Python
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MIT License
•34•416•17•1•Updated Mar 2, 2024Mar 2, 2024
plant
Public
[CoRL'22] PlanT: Explainable Planning Transformers via Object-Level Representations
planning transformer autonomous-driving self-driving carla-simulator corl22
Python
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MIT License
•30•223•4•2•Updated Jan 2, 2024Jan 2, 2024
autonomousvision.github.io
Public
Blog of the Autonomous Vision Group at MPI-IS Tübingen and University of Tübingen.
HTML
•4•19•0•3•Updated Dec 22, 2023Dec 22, 2023
convolutional_occupancy_networks
Public
[ECCV'20] Convolutional Occupancy Networks
surface-reconstruction point-clouds 3d-deep-learning neural-fields eccv-2020 implicit-representions scene-representations 3d-reconstruction
Python
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MIT License
•114•835•10•2•Updated Jul 31, 2023Jul 31, 2023
occupancy_networks
Public
This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"
Python
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MIT License
•292•1.5k•79•3•Updated Jun 27, 2023Jun 27, 2023
monosdf
Public
[NeurIPS'22] MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction
surface-reconstruction sdf 3d-reconstruction implicit-neural-representation scene-representations multi-view-reconstruction multi-resolution-grids
Python
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MIT License
•52•565•27•0•Updated May 7, 2023May 7, 2023
good
Public
[ICLR'23] GOOD: Exploring Geometric Cues for Detecting Objects in an Open World
open-world object-detection class-agnostic-detection open-world-detection
Python
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MIT License
•8•40•5•0•Updated Apr 24, 2023Apr 24, 2023
stylegan-t
Public
[ICML'23] StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
Python
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Other
•53•1.2k•11•0•Updated Apr 7, 2023Apr 7, 2023
king
Public
[ECCV'22] KING: Generating Safety-Critical Driving Scenarios for Robust Imitation via Kinematics Gradients
Python
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MIT License
•9•74•1•0•Updated Nov 23, 2022Nov 23, 2022
voxgraf
Public
Official code release for VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids
Python
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MIT License
•7•128•3•0•Updated Nov 7, 2022Nov 7, 2022
neat
Public
[ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving
autonomous-driving imitation-learning birds-eye-view implicit-representations iccv2021
Python
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MIT License
•47•311•4•0•Updated Oct 22, 2022Oct 22, 2022