Öztireli, Cengiz

1. DREAM: Visual Decoding from Reversing Human Visual System
   2023/10/03 by Weihao Xia, Raoul de Charette, Xia, Weihao +5 · 19 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Visual Attention and Saliency Detection #electronic engineering #information engineering
2. UMBRAE: Unified Multimodal Brain Decoding
   2024/04/10 by Weihao Xia, Xia, Weihao, Raoul de Charette +5 · 16 citations
   Neuroscience · Biochemistry, Genetics and Molecular Biology · #EEG and Brain-Computer Interfaces #Fractal and DNA sequence analysis
3. Blue noise for diffusion models
   2024/02/07 by Xingchang Huang, Corentin Salaün, Huang, Xingchang +9 · 8 citations
   Computer Science · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Theoretical and Computational Physics
4. Active Mini-Batch Sampling using Repulsive Point Processes
   2018/04/08 by Cheng Zhang, Zhang, Cheng, Cengiz Öztireli +5 · 2 citations
   Engineering · Computer Science · Mathematics · #3D Shape Modeling and Analysis #Stochastic Gradient Optimization Techniques #Markov Chains and Monte Carlo Methods
5. An Information Theoretic Approach to Machine Unlearning
   2024/02/02 by Jack Foster, Foster, Jack, Kyle Fogarty +8 · 4 citations
   Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ideological and Political Education #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Non-Destructive Testing Techniques
6. Towards better understanding of gradient-based attribution methods for Deep Neural Networks
   2017/11/16 by Ancona, Marco, Ceolini, Enea, Öztireli, Cengiz +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Shapley Value as Principled Metric for Structured Network Pruning
   2020/06/02 by Ancona, Marco, Öztireli, Cengiz, Gross, Markus · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
8. Path Guiding Using Spatio-Directional Mixture Models
   2021/11/25 by Dodik, Ana, Papas, Marios, Öztireli, Cengiz +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
9. Statistical shape representations for temporal registration of plant components in 3D
   2022/09/23 by Karoline Heiwolt, Heiwolt, Karoline, Cengiz Öztireli +3 · 1 citation
   Agricultural and Biological Sciences · #Smart Agriculture and AI #Leaf Properties and Growth Measurement #Greenhouse Technology and Climate Control
10. CHOrD: Generation of Collision-Free, House-Scale, and Organized Digital Twins for 3D Indoor Scenes with Controllable Floor Plans and Optimal Layouts
    2025/03/15 by Su, Chong, Fu, Yingbin, Hu, Zheyuan +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)