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TartanDrive 2.0: More Modalities and Better Infrastructure to Further
  Self-Supervised Learning Research in Off-Road Driving Tasks

TartanDrive 2.0: More Modalities and Better Infrastructure to Further Self-Supervised Learning Research in Off-Road Driving Tasks

2 February 2024
Matthew Sivaprakasam
Parv Maheshwari
Mateo Guaman Castro
S. Triest
Micah Nye
Steven Willits
Andrew Saba
Wenshan Wang
Sebastian A. Scherer
ArXiv (abs)PDFHTMLGithub

Papers citing "TartanDrive 2.0: More Modalities and Better Infrastructure to Further Self-Supervised Learning Research in Off-Road Driving Tasks"

14 / 14 papers shown
VAMOS: A Hierarchical Vision-Language-Action Model for Capability-Modulated and Steerable Navigation
VAMOS: A Hierarchical Vision-Language-Action Model for Capability-Modulated and Steerable Navigation
Mateo Guaman Castro
Sidharth Rajagopal
Daniel Gorbatov
Matt Schmittle
R. Baijal
...
Sidharth Talia
Emma Romig
Celso de Melo
Byron Boots
Abhishek Gupta
LM&Ro
192
6
0
23 Oct 2025
Verti-Arena: A Controllable and Standardized Indoor Testbed for Multi-Terrain Off-Road Autonomy
Verti-Arena: A Controllable and Standardized Indoor Testbed for Multi-Terrain Off-Road Autonomy
Wei Xu
A. Datar
Tong Xu
Francesco Cancelliere
Harsh Rangwala
Madhan B. Rao
Daeun Song
David Eichinger
Xuesu Xiao
120
0
0
11 Aug 2025
Spatiotemporal Contrastive Learning for Cross-View Video Localization in Unstructured Off-road Terrains
Spatiotemporal Contrastive Learning for Cross-View Video Localization in Unstructured Off-road Terrains
Zhiyun Deng
Dongmyeong Lee
Amanda Adkins
Jesse Quattrociocchi
Christian Ellis
Joydeep Biswas
287
2
0
05 Jun 2025
Visual Loop Closure Detection Through Deep Graph Consensus
Visual Loop Closure Detection Through Deep Graph Consensus
M. Büchner
Liza Dahiya
Simon Dorer
Vipul Ramtekkar
Kenji Nishimiya
Daniele Cattaneo
Abhinav Valada
286
1
0
27 May 2025
Self-Supervised Traversability Learning with Online Prototype Adaptation for Off-Road Autonomous Driving
Self-Supervised Traversability Learning with Online Prototype Adaptation for Off-Road Autonomous DrivingIEEE Robotics and Automation Letters (IEEE RA-L), 2025
Yafeng Bu
Zhenping Sun
Xiaohui Li
Jun Zeng
Xin Zhang
Hui Shen
340
3
0
16 Apr 2025
SALON: Self-supervised Adaptive Learning for Off-road Navigation
SALON: Self-supervised Adaptive Learning for Off-road NavigationIEEE International Conference on Robotics and Automation (ICRA), 2024
Matthew Sivaprakasam
S. Triest
Cherie Ho
Shubhra Aich
Jeric Lew
Isaiah Adu
Wenshan Wang
Sebastian A. Scherer
SSL
348
9
0
10 Dec 2024
Robust Monocular Visual Odometry using Curriculum Learning
Robust Monocular Visual Odometry using Curriculum Learning
Assaf Lahiany
Oren Gal
360
0
0
20 Nov 2024
BEVLoc: Cross-View Localization and Matching via Birds-Eye-View
  Synthesis
BEVLoc: Cross-View Localization and Matching via Birds-Eye-View SynthesisIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Christopher Klammer
Michael Kaess
253
5
0
08 Oct 2024
M2P2: A Multi-Modal Passive Perception Dataset for Off-Road Mobility in Extreme Low-Light Conditions
M2P2: A Multi-Modal Passive Perception Dataset for Off-Road Mobility in Extreme Low-Light Conditions
A. Datar
Anuj Pokhrel
Mohammad Nazeri
Madhan B. Rao
Chenhui Pan
...
Andre Harrison
Maggie B. Wigness
Philip R. Osteen
Jinwei Ye
Xuesu Xiao
383
6
0
01 Oct 2024
Excavating in the Wild: The GOOSE-Ex Dataset for Semantic Segmentation
Excavating in the Wild: The GOOSE-Ex Dataset for Semantic SegmentationIEEE International Conference on Robotics and Automation (ICRA), 2024
Raphael Hagmanns
Peter Mortimer
Miguel Granero
T. Luettel
J. Petereit
373
10
0
27 Sep 2024
AnyCar to Anywhere: Learning Universal Dynamics Model for Agile and
  Adaptive Mobility
AnyCar to Anywhere: Learning Universal Dynamics Model for Agile and Adaptive MobilityIEEE International Conference on Robotics and Automation (ICRA), 2024
Wenli Xiao
Haoru Xue
Tony Tao
Dvij Kalaria
John M. Dolan
Guanya Shi
271
22
0
24 Sep 2024
Survey on Datasets for Perception in Unstructured Outdoor Environments
Survey on Datasets for Perception in Unstructured Outdoor Environments
Peter Mortimer
Mirko Maehlisch
301
6
0
29 Apr 2024
PhysORD: A Neuro-Symbolic Approach for Physics-infused Motion Prediction
  in Off-road Driving
PhysORD: A Neuro-Symbolic Approach for Physics-infused Motion Prediction in Off-road DrivingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Zhipeng Zhao
Bowen Li
Yi Du
Taimeng Fu
Chen Wang
266
14
0
02 Apr 2024
Deep Bayesian Future Fusion for Self-Supervised, High-Resolution,
  Off-Road Mapping
Deep Bayesian Future Fusion for Self-Supervised, High-Resolution, Off-Road Mapping
Shubhra Aich
Wenshan Wang
Parv Maheshwari
Matthew Sivaprakasam
S. Triest
Cherie Ho
Jason M. Gregory
John G. Rogers
Sebastian A. Scherer
227
5
0
18 Mar 2024
1
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