Lan, Shiyi

17 publications

ICCV 2025 Hydra-NeXt: Robust Closed-Loop Driving with Open-Loop Training Zhenxin Li, Shihao Wang, Shiyi Lan, Zhiding Yu, Zuxuan Wu, Jose M. Alvarez

CVPR 2025 MDP: Multidimensional Vision Model Pruning with Latency Constraint Xinglong Sun, Barath Lakshmanan, Maying Shen, Shiyi Lan, Jingde Chen, Jose M. Alvarez

CVPR 2025 OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning Shihao Wang, Zhiding Yu, Xiaohui Jiang, Shiyi Lan, Min Shi, Nadine Chang, Jan Kautz, Ying Li, Jose M. Alvarez

ECCV 2024 A Semantic Space Is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties Junfei Xiao, Ziqi Zhou, Wenxuan Li, Shiyi Lan, Jieru Mei, Zhiding Yu, Bingchen Zhao, Alan Yuille, Yuyin Zhou, Cihang Xie

CVPR 2024 BEVNeXt: Reviving Dense BEV Frameworks for 3D Object Detection Zhenxin Li, Shiyi Lan, Jose M. Alvarez, Zuxuan Wu

CVPR 2024 Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving? Zhiqi Li, Zhiding Yu, Shiyi Lan, Jiahan Li, Jan Kautz, Tong Lu, Jose M. Alvarez

ECCV 2024 SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation Lingchen Meng, Shiyi Lan, Hengduo Li, Jose M Alvarez, Zuxuan Wu, Yu-Gang Jiang

CVPR 2024 Synthesize Diagnose and Optimize: Towards Fine-Grained Vision-Language Understanding Wujian Peng, Sicheng Xie, Zuyao You, Shiyi Lan, Zuxuan Wu

CVPRW 2024 What Is Point Supervision Worth in Video Instance Segmentation? Shuaiyi Huang, De-An Huang, Zhiding Yu, Shiyi Lan, Subhashree Radhakrishnan, José M. Álvarez, Abhinav Shrivastava, Anima Anandkumar

ICCV 2023 FocalFormer3D: Focusing on Hard Instance for 3D Object Detection Yilun Chen, Zhiding Yu, Yukang Chen, Shiyi Lan, Anima Anandkumar, Jiaya Jia, Jose M. Alvarez

ICCV 2023 Fully Attentional Networks with Self-Emerging Token Labeling Bingyin Zhao, Zhiding Yu, Shiyi Lan, Yutao Cheng, Anima Anandkumar, Yingjie Lao, Jose M. Alvarez

CVPR 2023 Vision Transformers Are Good Mask Auto-Labelers Shiyi Lan, Xitong Yang, Zhiding Yu, Zuxuan Wu, Jose M. Alvarez, Anima Anandkumar

CVPR 2022 AdaViT: Adaptive Vision Transformers for Efficient Image Recognition Lingchen Meng, Hengduo Li, Bor-Chun Chen, Shiyi Lan, Zuxuan Wu, Yu-Gang Jiang, Ser-Nam Lim

WACV 2022 M3DETR: Multi-Representation, Multi-Scale, Mutual-Relation 3D Object Detection with Transformers Tianrui Guan, Jun Wang, Shiyi Lan, Rohan Chandra, Zuxuan Wu, Larry Davis, Dinesh Manocha

ICCV 2021 DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision Shiyi Lan, Zhiding Yu, Christopher Choy, Subhashree Radhakrishnan, Guilin Liu, Yuke Zhu, Larry S. Davis, Anima Anandkumar

ECCV 2020 InfoFocus: 3D Object Detection for Autonomous Driving with Dynamic Information Modeling Jun Wang, Shiyi Lan, Mingfei Gao, Larry S. Davis

CVPR 2017 FastMask: Segment Multi-Scale Object Candidates in One Shot Hexiang Hu, Shiyi Lan, Yuning Jiang, Zhimin Cao, Fei Sha