Publications
A collection of my research work.
Learning to Watch: Active Video Anomaly Understanding via Interleaved Policy Optimization
Mengjingcheng Mo, Jiaxu Leng, Xinbo Gao*
Active evidence acquisition for video anomaly understanding
Breaking the Continuum: Discrete Distribution Learning for Structural MRI Reconstruction
Tianle Lyu†, Mengjingcheng Mo†, Ting Wen, Zhen Song, Zinan Xiong, Yanjie Zhu*
Discrete distribution learning for structural MRI reconstruction
Retrieval-Guided Contextual Inference for Training-Free Video Anomaly Detection in Low-Light Scenarios
Mengjingcheng Mo, Jiankang Zheng, Jiaxu Leng, Xinbo Gao*
Training-free low-light video anomaly detection via retrieval
Linguistic Relative Policy Optimization for Video Anomaly Reasoning
Jiaxu Leng, Jiankang Zheng, Mengjingcheng Mo, Zhanjie Wu, Haosheng Chen, Ji Gan, Xinbo Gao*
Linguistic relative policy optimization for anomaly reasoning
NexusAD: Exploring the Nexus for Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving
Mengjingcheng Mo, Jingxin Wang, Like Wang, Haosheng Chen, Changjun Gu, Jiaxu Leng, Xinbo Gao*
InternVL-2.0 fine-tuned for corner-case driving comprehension
Recent Advances for Aerial Object Detection: A Survey
Jiaxu Leng†, Yongming Ye, Mengjingcheng Mo†, Chenqiang Gao, Ji Gan, Bin Xiao, Xinbo Gao*
Survey of imbalance problems in aerial object detection
Difficulty-Guided Variant Degradation Learning for Blind Image Super-Resolution
Jiaxu Leng, Jia Wang, Mengjingcheng Mo, Ji Gan, Wen Lu, Xinbo Gao
Difficulty-guided variant degradation for blind super-resolution
Dual Space Embedding Learning for Weakly Supervised Audio-Visual Violence Detection
Yiran Liu, Zhanjie Wu, Mengjingcheng Mo, Ji Gan, Jiaxu Leng, Xinbo Gao
Dual Euclidean-hyperbolic learning for audio-visual violence detection
Pareto Refocusing for Drone-View Object Detection
Jiaxu Leng, Mengjingcheng Mo, Yinghua Zhou, Chenqiang Gao, Weisheng Li, Xinbo Gao*
Pareto refocusing of challenging regions for drone-view detection
Recent Advances in Small Object Detection
Xinbo Gao, Mengjingcheng Mo, Haitao Wang, Jiaxu Leng*
Survey of recent advances in small object detection