Tolga Taşdizen
- Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning
2016/06/14 by Mehdi Sajjadi, Mehdi S. M. Sajjadi, Mehran Javanmardi +5 · 34 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #cs.CV
- Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation
2016/05/04 by Mehran Javanmardi, Javanmardi, Mehran, Mehdi S. M. Sajjadi +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
- F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation
2024/04/19 by Man M. Ho, Shikha Dubey, Ho, Man M. +7 · 4 citations
Computer Science · Medicine · #AI in cancer detection #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
- DISC: Latent Diffusion Models with Self-Distillation from Separated Conditions for Prostate Cancer Grading
2024/04/19 by Man M. Ho, Ho, Man M., Elham Ghelichkhan +9 · 3 citations
Mathematics · #Statistical Methods and Inference
- Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays
2021/12/22 by Ricardo Bigolin Lanfredi, Ambuj Arora, Lanfredi, Ricardo Bigolin +7 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Neighborhood built environment, obesity, and diabetes: A Utah siblings study
2024/04/19 by Quynh C. Nguyen, Tolga Taşdizen, Mitra Alirezaei +7 · 1 voice · 2 citations
Environmental Science · Social Sciences · #Urban Green Space and Health #Urban Transport and Accessibility #Health disparities and outcomes
- Hierarchical Transformer for Electrocardiogram Diagnosis
2024/11/01 by Tang, Xiaoya, Jake Berquist, Berquist, Jake +4 · 1 citation
Medicine · #ECG Monitoring and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG)
- WeakSupCon: Weakly Supervised Contrastive Learning for Encoder Pre-training
2025/03/06 by Bodong Zhang, Hamid Manoochehri, Zhang, Bodong +7 · 1 citation
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Face recognition and analysis
- Joint Audio-Visual Idling Vehicle Detection with Streamlined Input Dependencies
2024/10/28 by Xiwen Li, Rehman Mohammed, Li, Xiwen +11 · 1 citation
Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Video Surveillance and Tracking Methods #Vehicle Noise and Vibration Control