Doermann, David
- YOLOv12: Attention-Centric Real-Time Object Detectors
2025/02/18 by Tian, Yunjie, Ye, Qixiang, Doermann, David · 97 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Optimal Structured CNN Pruning via Generative Adversarial Learning
2019/03/22 by Shaohui Lin, Rongrong Ji, Lin, Shaohui +13 · 9 citations
Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
- Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
2024/06/11 by Yuanhao Zhai, Zhai, Yuanhao, Kevin Lin +15 · 11 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment
- Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation
2022/09/10 by Xuan Gong, Abhishek Sharma, Gong, Xuan +11 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Artemis: Towards Referential Understanding in Complex Videos
2024/06/01 by Jihao Qiu, Qiu, Jihao, Yuan Zhang +15 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Retrieval and Classification Techniques #Video Analysis and Summarization
- Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning
2023/09/03 by Yuanhao Zhai, Zhai, Yuanhao, Tianyu Luan +5 · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications
- ChartReformer: Natural Language-Driven Chart Image Editing
2024/03/01 by Yan, Pengyu, Bhosale, Mahesh, Lal, Jay +2 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation
2024/07/15 by Zhai, Yuanhao, Lin, Kevin, Li, Linjie +7 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Language-guided Human Motion Synthesis with Atomic Actions
2023/08/18 by Zhai, Yuanhao, Huang, Mingzhen, Luan, Tianyu +5 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Personalized Large Vision-Language Models
2024/12/23 by Chau Pham, Hoang Anh T. Phan, Pham, Chau +5 · 4 citations
Social Sciences · Computer Science · #Geographic Information Systems Studies #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- Self-supervised Human Mesh Recovery with Cross-Representation Alignment
2022/09/10 by Gong, Xuan, Zheng, Meng, Planche, Benjamin +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- PREF: Predictability Regularized Neural Motion Fields
2022/09/21 by Liangchen Song, Xuan Gong, Song, Liangchen +13 · 2 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
- Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression
2018/12/11 by Yuchao Li, Li, Yuchao, Shaohui Lin +13 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- NAS-Count: Counting-by-Density with Neural Architecture Search
2020/02/29 by Yutao Hu, Xiaolong Jiang, Hu, Yutao +11 · 1 citation
Computer Science · Social Sciences · #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications #Human Mobility and Location-Based Analysis
- Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network
2019/03/03 by Xiaolong Jiang, Jiang, Xiaolong, Zehao Xiao +11 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- Binarized Neural Architecture Search for Efficient Object Recognition
2020/09/08 by Chen, Hanlin, Zhuo, Li'an, Zhang, Baochang +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Deformable Gabor Feature Networks for Biomedical Image Classification
2020/12/07 by Xuan Gong, Gong, Xuan, Xin Xia +9 · 1 citation
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
- Scalable Coverage Path Planning of Multi-Robot Teams for Monitoring\n Non-Convex Areas
2021/03/26 by Leighton Collins, Payam Ghassemi, Collins, Leighton +9 · 1 citation
Computer Science · Engineering · Social Sciences · #FOS: Computer and information sciences #Hydropower, Displacement, Environmental Impact #Multiagent Systems (cs.MA) #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Federated Learning via Input-Output Collaborative Distillation
2023/12/22 by Gong, Xuan, Li, Shanglin, Bao, Yuxiang +6 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Progressive Multi-view Human Mesh Recovery with Self-Supervision
2022/12/10 by Xuan Gong, Gong, Xuan, Liangchen Song +13 · 1 citation
Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Advanced Vision and Imaging