Plataniotis, Konstantinos N.
- Diffusion4D: Fast Spatial-temporal Consistent 4D Generation via Video Diffusion Models
2024/05/26 by Hanwen Liang, Yuyang Yin, Liang, Hanwen +12 · 33 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
- Wonderland: Navigating 3D Scenes from a Single Image
2024/12/16 by Hanwen Liang, Liang, Hanwen, Vidit Goel +14 · 39 citations
Earth and Planetary Sciences · #3D Surveying and Cultural Heritage
- Comp4D: LLM-Guided Compositional 4D Scene Generation
2024/03/25 by D. Xu, Xu, Dejia, Hanwen Liang +11 · 14 citations
Computer Science · #Medical Image Segmentation Techniques #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization
2023/12/15 by Wu, Yanan, Chi, Zhixiang, Wang, Yang +2 · 11 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Computational Pathology: A Survey Review and The Way Forward
2023/04/11 by Mahdi S. Hosseini, Hosseini, Mahdi S., Babak Ehteshami Bejnordi +39 · 7 citations
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Digital Imaging for Blood Diseases
- Capsule Networks for Brain Tumor Classification based on MRI Images and Course Tumor Boundaries
2018/11/01 by Parnian Afshar, Konstantinos N. Plataniotis, Afshar, Parnian +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- COVID-CAPS: A Capsule Network-based Framework for Identification of\n COVID-19 cases from X-ray Images
2020/04/06 by Parnian Afshar, Afshar, Parnian, Shahin Heidarian +9 · 2 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Reconsidering CO2 emissions from Computer Vision
2021/04/18 by Andre Fu, Mahdi S. Hosseini, Fu, Andre +3 · 2 citations
Computer Science · Engineering · Social Sciences · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Green IT and Sustainability
- Active Inference and Reinforcement Learning: A unified inference on continuous state and action spaces under partial observability
2022/12/15 by Malekzadeh, Parvin, Plataniotis, Konstantinos N. · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model
2024/09/14 by Mobina Mansoori, Sajjad Shahabodini, Mansoori, Mobina +7 · 4 citations
Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gastric Cancer Management and Outcomes #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Focus Quality Assessment of High-Throughput Whole Slide Imaging in\n Digital Pathology
2018/11/14 by Mahdi S. Hosseini, Hosseini, Mahdi S., Yueyang Zhang +9 · 1 citation
Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Image Processing Techniques and Applications #Advanced Image Processing Techniques #Cell Image Analysis Techniques
- Data-to-Model Distillation: Data-Efficient Learning Framework
2024/11/19 by Sajedi, Ahmad, Khaki, Samir, Liu, Lucy Z. +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology
2020/07/11 by Wang, Zhongling, Hosseini, Mahdi S., Miles, Adyn +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Ada-SISE: Adaptive Semantic Input Sampling for Efficient Explanation of Convolutional Neural Networks
2021/02/15 by Sudhakar, Mahesh, Sattarzadeh, Sam, Plataniotis, Konstantinos N. +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Human-level COVID-19 Diagnosis from Low-dose CT Scans Using a Two-stage Time-distributed Capsule Network
2021/05/31 by Afshar, Parnian, Rafiee, Moezedin Javad, Naderkhani, Farnoosh +8 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Probeable DARTS with Application to Computational Pathology
2021/08/16 by Sheyang Tang, Mahdi S. Hosseini, Tang, Sheyang +13 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference
2025/10/20 by Khaki, Samir, Guo, Junxian, Tang, Jiaming +6 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Kernel Method to Nonlinear Location Estimation with RSS-based Fingerprint
2022/04/07 by Ng, Pai Chet, Spachos, Petros, She, James +1 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection
2024/08/12 by Mobina Mansoori, Sajjad Shahabodini, Mansoori, Mobina +7 · 3 citations
Medicine · #Colorectal Cancer Screening and Detection #Colorectal and Anal Carcinomas #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Gastric Cancer Management and Outcomes #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- The Need for Speed: Pruning Transformers with One Recipe
2024/03/26 by Khaki, Samir, Plataniotis, Konstantinos N. · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-Content Time-Series Popularity Prediction with Multiple-Model Transformers in MEC Networks
2022/10/12 by Zohreh Hajiakhondi-Meybodi, HajiAkhondi-Meybodi, Zohreh, Arash Mohammadi +11 · 1 citation
Computer Science · Engineering · #Caching and Content Delivery #FOS: Computer and information sciences #FOS: Electrical engineering #Green IT and Sustainability #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks #Signal Processing (eess.SP) #electronic engineering #information engineering
- DD-Ranking: Rethinking the Evaluation of Dataset Distillation
2025/05/19 by Zekai Li, Xinhao Zhong, Li, Zekai +100 · 5 citations
Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Computer Vision and Pattern Recognition (cs.CV) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning and Data Classification
- Dynamic Vision Mamba
2025/04/07 by Wu, Mengxuan, Li, Zekai, Liang, Zhiyuan +9 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images
2023/10/27 by Ng, Pai Chet, Chi, Zhixiang, Verdie, Yannick +2 · 1 citation
#FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- FedD2S: Personalized Data-Free Federated Knowledge Distillation
2024/02/16 by Kawa Atapour, S. Jamal Seyedmohammadi, Atapour, Kawa +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity
2025/06/19 by Khaki, Samir, Li, Xiuyu, Guo, Junxian +7 · 3 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Methods and Algorithms #Topic Modeling
- PanFlow: Decoupled Motion Control for Panoramic Video Generation
2025/11/30 by Cheng Zhang, Zhang, Cheng, Hanwen Liang +10 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation