Yaras, Can

1. Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold
   2022/09/19 by Can Yaras, Peng Wang, Yaras, Can +7 · 3 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging and Analysis #Signal Processing (eess.SP) #electronic engineering #information engineering
2. Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation
   2024/06/06 by Can Yaras, Yaras, Can, Peng Wang +5 · 5 citations
   Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Signal Processing (eess.SP) #electronic engineering #information engineering
3. Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning
   2024/12/10 by Can Yaras, Yaras, Can, Siyi Chen +5 · 4 citations
   Arts and Humanities · Psychology · #EFL/ESL Teaching and Learning #Discourse Analysis in Language Studies #Innovative Teaching and Learning Methods
4. The Law of Parsimony in Gradient Descent for Learning Deep Linear Networks
   2023/06/01 by Can Yaras, Yaras, Can, Peng Wang +9 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
5. Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination
   2023/11/06 by Peng Wang, Li Xiao, Wang, Peng +11 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Face and Expression Recognition #Machine Learning and Data Classification
6. Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery
   2021/04/28 by Yaras, Can, Kassaw, Kaleb, Huang, Bohao +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences