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DiffVLA: Vision-Language Guided Diffusion Planning for Autonomous Driving
v1v2v3v4 (latest)

DiffVLA: Vision-Language Guided Diffusion Planning for Autonomous Driving

26 May 2025
Anqing Jiang
Yu Gao
Zhigang Sun
Yiru Wang
Jijun Wang
Jinghao Chai
Qian Cao
Yuweng Heng
Hao Jiang
Zongzheng Zhang
Xianda Guo
Hao Sun
Hao Zhao
Hao Zhao
ArXiv (abs)PDFHTML

Papers citing "DiffVLA: Vision-Language Guided Diffusion Planning for Autonomous Driving"

34 / 34 papers shown
dVLM-AD: Enhance Diffusion Vision-Language-Model for Driving via Controllable Reasoning
dVLM-AD: Enhance Diffusion Vision-Language-Model for Driving via Controllable Reasoning
Yingzi Ma
Yulong Cao
Wenhao Ding
Shuibai Zhang
Yan Wang
Boris Ivanovic
Ming Jiang
Marco Pavone
Chaowei Xiao
VLMLRM
186
2
0
04 Dec 2025
CoT4AD: A Vision-Language-Action Model with Explicit Chain-of-Thought Reasoning for Autonomous Driving
CoT4AD: A Vision-Language-Action Model with Explicit Chain-of-Thought Reasoning for Autonomous Driving
Zhaohui Wang
Tengbo Yu
Hao Tang
LRM
156
0
0
27 Nov 2025
GuideFlow: Constraint-Guided Flow Matching for Planning in End-to-End Autonomous Driving
GuideFlow: Constraint-Guided Flow Matching for Planning in End-to-End Autonomous Driving
Lin Liu
Caiyan Jia
G. Yu
Ziying Song
Junqiao Li
Feiyang Jia
Peiliang Wu
Xiaoshuai Hao
Yandan Luo
176
2
0
24 Nov 2025
Foundation Models for Trajectory Planning in Autonomous Driving: A Review of Progress and Open Challenges
Kemal Oksuz
Alexandru Buburuzan
Anthony Knittel
Yuhan Yao
P. Dokania
80
0
0
31 Oct 2025
A Survey on Efficient Vision-Language-Action Models
A Survey on Efficient Vision-Language-Action Models
Zhaoshu Yu
Bo Wang
Pengpeng Zeng
Haonan Zhang
Ji Zhang
Lianli Gao
Jingkuan Song
Nicu Sebe
Heng Tao Shen
LM&Ro
202
4
0
27 Oct 2025
DiffVLA++: Bridging Cognitive Reasoning and End-to-End Driving through Metric-Guided Alignment
DiffVLA++: Bridging Cognitive Reasoning and End-to-End Driving through Metric-Guided Alignment
Yu Gao
Anqing Jiang
Y. Wang
Heng Yuwen
Hao Jiang
Zhigang Sun
Wang Jijun
Wang Shuo
Hao Zhao
Sun Hao
357
0
0
20 Oct 2025
VDRive: Leveraging Reinforced VLA and Diffusion Policy for End-to-end Autonomous Driving
VDRive: Leveraging Reinforced VLA and Diffusion Policy for End-to-end Autonomous Driving
Ziang Guo
Zufeng Zhang
124
2
0
17 Oct 2025
DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving
DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving
Yingyan Li
Shuyao Shang
Weisong Liu
Bing Zhan
Haochen Wang
...
Yasong An
Chufeng Tang
Lu Hou
Lue Fan
Zhaoxiang Zhang
VLM
178
6
0
14 Oct 2025
ResAD: Normalized Residual Trajectory Modeling for End-to-End Autonomous Driving
ResAD: Normalized Residual Trajectory Modeling for End-to-End Autonomous Driving
Zhiyu Zheng
Shaoyu Chen
Haoran Yin
Xinbang Zhang
Jialv Zou
Xinggang Wang
Qian Zhang
Lefei Zhang
195
2
0
09 Oct 2025
Autoregressive End-to-End Planning with Time-Invariant Spatial Alignment and Multi-Objective Policy Refinement
Autoregressive End-to-End Planning with Time-Invariant Spatial Alignment and Multi-Objective Policy Refinement
Jianbo Zhao
Taiyu Ban
Xiangjie Li
Xingtai Gui
Hangning Zhou
Lei Liu
Hongwei Zhao
Bin Li
165
0
0
25 Sep 2025
FlowDrive: Energy Flow Field for End-to-End Autonomous Driving
FlowDrive: Energy Flow Field for End-to-End Autonomous Driving
Hao Jiang
Zhipeng Zhang
Yu Gao
Zhigang Sun
Yiru Wang
...
Hao Zhao
Hao Sun
Xi Zhang
Anqing Jiang
Chuan Hu
153
1
0
17 Sep 2025
RoboChemist: Long-Horizon and Safety-Compliant Robotic Chemical Experimentation
RoboChemist: Long-Horizon and Safety-Compliant Robotic Chemical Experimentation
Z. Zhang
Chenghao Yue
Haobo Xu
Minwen Liao
Xianglin Qi
Huan-ang Gao
Ziwei Wang
Hang Zhao
148
1
0
10 Sep 2025
TA-VLA: Elucidating the Design Space of Torque-aware Vision-Language-Action Models
TA-VLA: Elucidating the Design Space of Torque-aware Vision-Language-Action Models
Z. Zhang
Haobo Xu
Zhuo Yang
Chenghao Yue
Zehao Lin
Huan-ang Gao
Ziwei Wang
Hang Zhao
98
4
0
09 Sep 2025
A Knowledge-Driven Diffusion Policy for End-to-End Autonomous Driving Based on Expert Routing
A Knowledge-Driven Diffusion Policy for End-to-End Autonomous Driving Based on Expert Routing
Chengkai Xu
Jiaqi Liu
Yicheng Guo
Peng Hang
Jian Sun
MoE
259
2
0
05 Sep 2025
IRL-VLA: Training an Vision-Language-Action Policy via Reward World Model
IRL-VLA: Training an Vision-Language-Action Policy via Reward World Model
Anqing Jiang
Yu Gao
Yiru Wang
Zhigang Sun
S. Wang
...
Jinhao Chai
Jijun Wang
Zichong Gu
Hao Jiang
Li Sun
237
14
0
07 Aug 2025
DiffSemanticFusion: Semantic Raster BEV Fusion for Autonomous Driving via Online HD Map Diffusion
DiffSemanticFusion: Semantic Raster BEV Fusion for Autonomous Driving via Online HD Map Diffusion
Zhigang Sun
Yiru Wang
Anqing Jiang
S. Wang
Yu Gao
...
Wang Jijun
Shichen Tang
Lavdim Halilaj
J. Luettin
Hao Sun
195
2
0
03 Aug 2025
PRIX: Learning to Plan from Raw Pixels for End-to-End Autonomous Driving
PRIX: Learning to Plan from Raw Pixels for End-to-End Autonomous Driving
Maciej K. Wozniak
Lianhang Liu
Yixi Cai
Patric Jensfelt
3DV
304
4
0
23 Jul 2025
Discrete Diffusion in Large Language and Multimodal Models: A Survey
Discrete Diffusion in Large Language and Multimodal Models: A Survey
Runpeng Yu
Qi Li
Xinchao Wang
DiffMAI4CE
519
24
0
16 Jun 2025
SparseMeXT Unlocking the Potential of Sparse Representations for HD Map Construction
SparseMeXT Unlocking the Potential of Sparse Representations for HD Map Construction
Anqing Jiang
Jinhao Chai
Yu Gao
Yun Wang
Yuwen Heng
...
Li Sun
Jian Zhou
Lijuan Zhu
Shugong Xu
Hao Zhao
284
3
0
12 May 2025
OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model
OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model
Xingcheng Zhou
Xuyuan Han
Feng Yang
Yunpu Ma
Volker Tresp
Alois C. Knoll
VLM
440
67
0
30 Mar 2025
Diffusion-Based Planning for Autonomous Driving with Flexible GuidanceInternational Conference on Learning Representations (ICLR), 2025
Yinan Zheng
Ruiming Liang
Kexin Zheng
Jinliang Zheng
Liyuan Mao
...
Weihao Gu
Rui Ai
Shengbo Eben Li
Xianyuan Zhan
Jingjing Liu
367
66
0
26 Jan 2025
DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving
DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous DrivingComputer Vision and Pattern Recognition (CVPR), 2024
Bencheng Liao
Shaoyu Chen
Haoran Yin
Bo Jiang
Cheng Wang
...
Xinbang Zhang
Xiangyu Li
Y. Zhang
Qian Zhang
Xinggang Wang
668
150
0
22 Nov 2024
Senna: Bridging Large Vision-Language Models and End-to-End Autonomous
  Driving
Senna: Bridging Large Vision-Language Models and End-to-End Autonomous Driving
Bo Jiang
Shaoyu Chen
Bencheng Liao
Xingyu Zhang
Wei Yin
Qian Zhang
Chang Huang
Wen Liu
Xinyu Wang
VLMMLLMLRM
305
77
0
29 Oct 2024
NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and
  Benchmarking
NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking
D. Dauner
Marcel Hallgarten
Tianyu Li
Xinshuo Weng
Zhiyu Huang
...
Igor Gilitschenski
Boris Ivanovic
Marco Pavone
Andreas Geiger
Kashyap Chitta
298
169
0
21 Jun 2024
SparseDrive: End-to-End Autonomous Driving via Sparse Scene
  Representation
SparseDrive: End-to-End Autonomous Driving via Sparse Scene Representation
Wenchao Sun
Xuewu Lin
Yining Shi
Chuang Zhang
Haoran Wu
Sifa Zheng
356
133
0
30 May 2024
Sparse4D v3: Advancing End-to-End 3D Detection and Tracking
Sparse4D v3: Advancing End-to-End 3D Detection and Tracking
Xuewu Lin
Zi-Hui Pei
Tianwei Lin
Lichao Huang
Zhizhong Su
379
57
0
20 Nov 2023
Large Language Models for Robotics: A Survey
Large Language Models for Robotics: A Survey
Fanlong Zeng
Wensheng Gan
Zezheng Huai
Lichao Sun
Hechang Chen
Yongheng Wang
Ning Liu
Philip S. Yu
LM&Ro
366
197
0
13 Nov 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Judging LLM-as-a-Judge with MT-Bench and Chatbot ArenaNeural Information Processing Systems (NeurIPS), 2023
Lianmin Zheng
Wei-Lin Chiang
Ying Sheng
Siyuan Zhuang
Zhanghao Wu
...
Dacheng Li
Eric Xing
Haotong Zhang
Joseph E. Gonzalez
Ion Stoica
ALMOSLMELM
3.2K
6,557
0
09 Jun 2023
VAD: Vectorized Scene Representation for Efficient Autonomous Driving
VAD: Vectorized Scene Representation for Efficient Autonomous DrivingIEEE International Conference on Computer Vision (ICCV), 2023
Bo Jiang
Shaoyu Chen
Qing Xu
Bencheng Liao
Jiajie Chen
Helong Zhou
Qian Zhang
Wenyu Liu
Chang Huang
Xinggang Wang
508
463
0
21 Mar 2023
Planning-oriented Autonomous Driving
Planning-oriented Autonomous DrivingComputer Vision and Pattern Recognition (CVPR), 2022
Yi Hu
Jiazhi Yang
Li Chen
Keyu Li
Chonghao Sima
...
Xiaosong Jia
Qiang Liu
Jifeng Dai
Yu Qiao
Hongyang Li
246
1,032
0
20 Dec 2022
TransFuser: Imitation with Transformer-Based Sensor Fusion for
  Autonomous Driving
TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous DrivingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Kashyap Chitta
Aditya Prakash
Bernhard Jaeger
Zehao Yu
Katrin Renz
Andreas Geiger
ViT
554
507
0
31 May 2022
BEVDet: High-performance Multi-camera 3D Object Detection in
  Bird-Eye-View
BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View
Junjie Huang
Guan Huang
Zheng Zhu
Yun Ye
Dalong Du
3DPC
468
912
0
22 Dec 2021
Learning Transferable Visual Models From Natural Language Supervision
Learning Transferable Visual Models From Natural Language SupervisionInternational Conference on Machine Learning (ICML), 2021
Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
...
Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
CLIPVLM
2.0K
40,975
0
26 Feb 2021
CenterMask : Real-Time Anchor-Free Instance Segmentation
CenterMask : Real-Time Anchor-Free Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2019
Youngwan Lee
Jongyoul Park
3DPCISeg
486
627
0
15 Nov 2019
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