Ahmed Imtiaz Humayun

1. Self-Consuming Generative Models Go MAD
   2023/07/04 by Sina Alemohammad, Josue Casco-Rodriguez, Alemohammad, Sina +13 · 20 voices · 45 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis
2. Self-Improving Diffusion Models with Synthetic Data
   2024/08/29 by Sina Alemohammad, Alemohammad, Sina, Ahmed Imtiaz Humayun +7 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Statistical and Computational Modeling
3. OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking
   2023/05/15 by Fazle Rabbi Rakib, Souhardya Saha Dip, Rakib, Fazle Rabbi +25 · 4 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
4. Learning Transferable Features for Implicit Neural Representations
   2024/09/15 by Vyas, Kushal, Ahmed Imtiaz Humayun, Aniket Dashpute +8 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Processing and 3D Reconstruction #Neural Networks and Applications
5. Training Dynamics of Deep Network Linear Regions
   2023/10/19 by Ahmed Imtiaz Humayun, Randall Balestriero, Humayun, Ahmed Imtiaz +3 · 1 citation
   Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural dynamics and brain function
6. What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
   2024/08/15 by Ahmed Imtiaz Humayun, Humayun, Ahmed Imtiaz, Ibtihel Amara +13 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topological and Geometric Data Analysis