3 papers
cs.CV2026
Real Image Denoising with Knowledge Distillation for High-Performance Mobile NPUs
Faraz Kayani, Sarmad Kayani, Asad Ahmed +2
While deep-learning-based image restoration has achieved unprecedented fidelity, deployment on mobile Neural Processing Units (NPUs) remains bottlenecked by operator incompatibilit…
cs.CV2025
Explainable Detection of AI-Generated Images with Artifact Localization Using Faster-Than-Lies and Vision-Language Models for Edge Devices
Aryan Mathur, Asaduddin Ahmed, Pushti Amit Vasoya +3
The increasing realism of AI-generated imagery poses challenges for verifying visual authenticity. We present an explainable image authenticity detection system that combines a lig…
cs.LG2025
Adapting Interleaved Encoders with PPO for Language-Guided Reinforcement Learning in BabyAI
Aryan Mathur, Asaduddin Ahmed
Deep reinforcement learning agents often struggle when tasks require understanding both vision and language. Conventional architectures typically isolate perception (for example, C…