Dingkang Liang
- PointMamba: A Simple State Space Model for Point Cloud Analysis
2024/02/16 by Dingkang Liang, Liang, Dingkang, Xin Zhou +12 · 32 citations
Environmental Science · Earth and Planetary Sciences · Engineering · #Remote Sensing and LiDAR Applications #3D Surveying and Cultural Heritage #3D Shape Modeling and Analysis
- CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model
2023/04/09 by Dingkang Liang, Liang, Dingkang, Jiahao Xie +9 · 7 citations
Computer Science · Social Sciences · #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications #Human Mobility and Location-Based Analysis
- Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
2024/03/03 by Xin Zhou, Zhou, Xin, Dingkang Liang +11 · 9 citations
Engineering · Earth and Planetary Sciences · Computer Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Optical measurement and interference techniques
- MINIMA: Modality Invariant Image Matching
2024/12/27 by Jiangwei Ren, Jingbo Ren, Xingyu Jiang +10 · 1 voice · 10 citations
Computer Science · #cs.CV
- Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning
2024/10/10 by Dingkang Liang, Tianjiao Feng, Liang, Dingkang +9 · 12 citations
Computer Science · Engineering · Environmental Science · #Image Processing and 3D Reconstruction #3D Shape Modeling and Analysis #Remote Sensing and LiDAR Applications
- AutoScale: Learning to Scale for Crowd Counting and Localization
2019/12/20 by Chenfeng Xu, Dingkang Liang, Xu, Chenfeng +11 · 3 citations
Computer Science · #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications #Human Pose and Action Recognition
- A Unified Framework for 3D Scene Understanding
2024/07/03 by Wei Xu, Xu, Wei, Chunsheng Shi +9 · 4 citations
Computer Science · Earth and Planetary Sciences · #Advanced Vision and Imaging #Image Processing and 3D Reconstruction #3D Surveying and Cultural Heritage
- LATFormer: Locality-Aware Point-View Fusion Transformer for 3D Shape Recognition
2021/09/03 by Xinwei He, He, Xinwei, Silin Cheng +9 · 2 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition
2022/07/23 by Bohan Li, Ye Yuan, Li, Bohan +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Handwritten Text Recognition Techniques #Natural Language Processing Techniques
- DDS3D: Dense Pseudo-Labels with Dynamic Threshold for Semi-Supervised 3D Object Detection
2023/03/09 by Jingyu Li, Zhe Liu, Li, Jingyu +5 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- The Role of World Models in Shaping Autonomous Driving: A Comprehensive Survey
2025/02/14 by Sifan Tu, Tu, Sifan, Xin Zhou +11 · 3 citations
Engineering · #Autonomous Vehicle Technology and Safety
- A Discrepancy Aware Framework for Robust Anomaly Detection
2023/10/11 by Yuxuan Cai, Dingkang Liang, Cai, Yuxuan +9 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications
- DriVerse: Navigation World Model for Driving Simulation via Multimodal Trajectory Prompting and Motion Alignment
2025/04/22 by Xiaofan Li, Li, Xiaofan, Chenming Wu +13 · 3 citations
Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Robotics (cs.RO)
- NAUTILUS: A Large Multimodal Model for Underwater Scene Understanding
2025/10/31 by Wei Xu, Yucheng Wang, Xu, Wei +11 · 1 citation
Computer Science · #Image Enhancement Techniques #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- TurboVLA: Real-Time Vision-Language-Action Model at 32 Hz on an RTX 4090 with <1 GB VRAM
2026/07/29 by Hengyi Xie, Chenfei Yao, Xianjin Wu +7 · 1 voice
Computer Science · #cs.CV #cs.RO
- ROAD: Reciprocal-Objective Alignment of Discriminative Semantics for 3D Shape Generation
2026/07/30 by Xiao Luo, Mingyang Du, Xin Zhou +5
Computer Science · #cs.CV