3 papers
cs.CV2025
Enriching Knowledge Distillation with Cross-Modal Teacher Fusion
Amir M. Mansourian, Amir Mohammad Babaei, Shohreh Kasaei
Multi-teacher knowledge distillation (KD), a more effective technique than traditional single-teacher methods, transfers knowledge from expert teachers to a compact student model u…
cs.CV2025
A Comprehensive Survey on Knowledge Distillation
Amir M. Mansourian, Rozhan Ahmadi, Masoud Ghafouri +8
Deep Neural Networks (DNNs) have achieved notable performance in the fields of computer vision and natural language processing with various applications in both academia and indust…
cs.GR2025
Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions
AmirHossein Naghi Razlighi, Elaheh Badali Golezani, Shohreh Kasaei
3D Gaussian Splatting enables high-quality real-time rendering but often produces millions of splats, resulting in excessive storage and computational overhead. We propose a novel…