KASHYAP CHITTA

@inproceedings{Nguyen2026CVPR,
	author = {Long Nguyen and Micha Fauth and Bernhard Jaeger and Daniel Dauner and Maximilian Igl and Andreas Geiger and Kashyap Chitta},
	title = {LEAD: Minimizing Learner-Expert Asymmetry in End-to-End Driving},
	booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR)},
	year = {2026},
}

@inproceedings{Tan2026CVPR,
	author = {Shuhan Tan and Kashyap Chitta and Yuxiao Chen and Ran Tian and Yurong You and Yan Wang and Wenjie Luo and Yulong Cao and Philipp Krahenbuhl and Marco Pavone and Boris Ivanovic},
	title = {Latent Chain-of-Thought World Modeling for End-to-End Driving},
	booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR)},
	year = {2026},
}

@inproceedings{Pan2026ICRA,
	author = {Yixuan Pan and Ruoyi Qiao and Li Chen and Kashyap Chitta and Liang Pan and Haoguang Mai and Qingwen Bu and Hao Zhao and Cunyuan Zheng and Ping Luo and Hongyang Li},
	title = {Agility Meets Stability: Versatile Humanoid Control with Heterogeneous Data},
	booktitle = {International Conference on Robotics and Automation (ICRA)},
	year = {2026},
}

@inproceedings{Cao2025CORL,
	author = {Wei Cao and Marcel Hallgarten and Tianyu Li and Daniel Dauner and Xunjiang Gu and Caojun Wang and Yakov Miron and Marco Aiello and Hongyang Li and Igor Gilitschenski and Boris Ivanovic and Marco Pavone and Andreas Geiger and Kashyap Chitta},
	title = {Pseudo-Simulation for Autonomous Driving},
	booktitle = {Conference on Robot Learning (CoRL)},
	year = {2025},
}

@inproceedings{Jaeger2025CORL,
	author = {Bernhard Jaeger and Daniel Dauner and Jens Beißwenger and Simon Gerstenecker and Kashyap Chitta and Andreas Geiger},
	title = {CaRL: Learning Scalable Planning Policies with Simple Rewards},
	booktitle = {Conference on Robot Learning (CoRL)},
	year = {2025},
}

@inproceedings{Gao2024NEURIPS,
	author = {Shenyuan Gao and Jiazhi Yang and Li Chen and Kashyap Chitta and Yihang Qiu and Andreas Geiger and Jun Zhang and Hongyang Li},
	title = {Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability},
	booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
	year = {2024},
}

@article{Chen2024PAMI,
	author = {Li Chen and Penghao Wu and Kashyap Chitta and Bernhard Jaeger and Andreas Geiger and Hongyang Li},
	title = {End-to-end Autonomous Driving: Challenges and Frontiers},
	booktitle = {Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)},
	year = {2024},
}

@inproceedings{Sima2024ECCV,
	author = {Chonghao Sima and Katrin Renz and Kashyap Chitta and Li Chen and Hanxue Zhang and Chengen Xie and Jens Beißwenger and Ping Luo and Andreas Geiger and Hongyang Li},
	title = {DriveLM: Driving with Graph Visual Question Answering},
	booktitle = {European Conference on Computer Vision (ECCV)},
	year = {2024},
}

@inproceedings{Chitta2024ECCV,
	author = {Kashyap Chitta and Daniel Dauner and Andreas Geiger},
	title = {SLEDGE: Synthesizing Driving Environments with Generative Models and Rule-Based Traffic},
	booktitle = {European Conference on Computer Vision (ECCV)},
	year = {2024},
}

@inproceedings{Yang2024CVPR,
	author = {Jiazhi Yang and Shenyuan Gao and Yihang Qiu and Li Chen and Tianyu Li and Bo Dai and Kashyap Chitta and Penghao Wu and Jia Zeng and Ping Luo and Jun Zhang and Andreas Geiger and Yu Qiao and Hongyang Li},
	title = {Generalized Predictive Model for Autonomous Driving},
	booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR)},
	year = {2024},
}

@inproceedings{Dauner2023CORL,
	author = {Daniel Dauner and Marcel Hallgarten and Andreas Geiger and Kashyap Chitta},
	title = {Parting with Misconceptions about Learning-based Vehicle Motion Planning},
	booktitle = {Conference on Robot Learning (CoRL)},
	year = {2023},
}

@inproceedings{Jaeger2023ICCV,
	author = {Bernhard Jaeger and Kashyap Chitta and Andreas Geiger},
	title = {Hidden Biases of End-to-End Driving Models},
	booktitle = {International Conference on Computer Vision (ICCV)},
	year = {2023},
}

@inproceedings{Renz2022CORL,
	author = {Katrin Renz and Kashyap Chitta and Otniel-Bogdan Mercea and Sophia Koepke and Zeynep Akata and Andreas Geiger},
	title = {PlanT: Explainable Planning Transformers via Object-Level Representations},
	booktitle = {Conference on Robot Learning (CoRL)},
	year = {2022},
}

@inproceedings{Hanselmann2022ECCV,
	author = {Niklas Hanselmann and Katrin Renz and Kashyap Chitta and Apratim Bhattacharyya and Andreas Geiger},
	title = {KING: Generating Safety-Critical Driving Scenarios for Robust Imitation via Kinematics Gradients},
	booktitle = {European Conference on Computer Vision (ECCV)},
	year = {2022},
}

@article{Chitta2021ITS,
	author = {Kashyap Chitta and Jose Alvarez and Elmar Haussmann and Clement Farabet},
	title = {Training Data Subset Search with Ensemble Active Learning},
	booktitle = {Transactions on Intelligent Transportation Systems (T-ITS)},
	year = {2021},
}

@inproceedings{Sauer2021NEURIPS,
	author = {Axel Sauer and Kashyap Chitta and Jens Muller and Andreas Geiger},
	title = {Projected GANs Converge Faster},
	booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
	year = {2021},
}

@article{Weis2021JMLR,
	author = {Marissa Weis and Kashyap Chitta and Yash Sharma and Wieland Brendel and Matthias Bethge and Andreas Geiger and Alexander Ecker},
	title = {Benchmarking Unsupervised Object Representations for Video Sequences},
	booktitle = {Journal of Machine Learning Research (JMLR)},
	year = {2021},
}

@inproceedings{Chitta2021ICCV,
	author = {Kashyap Chitta and Aditya Prakash and Andreas Geiger},
	title = {NEAT: Neural Attention Fields for End-to-End Autonomous Driving},
	booktitle = {International Conference on Computer Vision (ICCV)},
	year = {2021},
}

@inproceedings{Behl2020IROS,
	author = {Aseem Behl and Kashyap Chitta and Aditya Prakash and Eshed Ohn-Bar and Andreas Geiger},
	title = {Label Efficient Visual Abstractions for Autonomous Driving},
	booktitle = {International Conference on Intelligent Robots and Systems (IROS)},
	year = {2020},
}

@inproceedings{Haussmann2020IV,
	author = {Elmar Haussmann and Michele Fenzi and Kashyap Chitta and Jan Ivanecky and Hanson Xu and Donna Roy and Akshita Mittel and Nicolas Koumchatzky and Clement Farabet and Jose Alvarez},
	title = {Scalable Active Learning for Object Detection},
	booktitle = {Intelligent Vehicles Symposium (IV)},
	year = {2020},
}

@inproceedings{Prakash2020CVPR,
	author = {Aditya Prakash and Aseem Behl and Eshed Ohn-Bar and Kashyap Chitta and Andreas Geiger},
	title = {Exploring Data Aggregation in Policy Learning for Vision-Based Urban Autonomous Driving},
	booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR)},
	year = {2020},
}

@inproceedings{Ohn-bar2020CVPR,
	author = {Eshed Ohn-Bar and Aditya Prakash and Aseem Behl and Kashyap Chitta and Andreas Geiger},
	title = {Learning Situational Driving},
	booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR)},
	year = {2020},
}

@inproceedings{Chitta2020WACV,
	author = {Kashyap Chitta and Jose Alvarez and Martial Hebert},
	title = {Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions},
	booktitle = {Winter Conference on Applications of Computer Vision (WACV)},
	year = {2020},
}