68 citations · 160 across the 20 of their papers we have counts for
3 papers · 1 filter
Dynamic Nested Hierarchies: Pioneering Self-Evolution in Machine Learning Architectures for Lifelong Intelligence
Akbar Anbar Jafari, Cagri Ozcinar, Gholamreza Anbarjafari
Contemporary machine learning models, including large language models, exhibit remarkable capabilities in static tasks yet falter in non-stationary environments due to rigid archit…
A Mathematical Framework for AI Singularity: Conditions, Bounds, and Control of Recursive Improvement
Akbar Anbar Jafari, Cagri Ozcinar, Gholamreza Anbarjafari
AI systems improve by drawing on more compute, data, energy, and better training methods. This paper asks a precise, testable version of the "runaway growth" question: under what m…
Spherical Vision Transformers for Audio-Visual Saliency Prediction in 360-Degree Videos
Mert Cokelek, Halit Ozsoy, Nevrez Imamoglu +4
Omnidirectional videos (ODVs) are redefining viewer experiences in virtual reality (VR) by offering an unprecedented full field-of-view (FOV). This study extends the domain of sali…