Fatih Porikli

In this conversation with Fatih Porikli, Senior Director of Technology at Qualcomm AI Research, he unveils cutting-edge innovations from the CVPR conference. He discusses DiMA, a groundbreaking system using large language models for safe autonomous driving, dramatically reducing collision rates. Fatih also dives into SharpDepth, enhancing depth prediction through diffusion distillation. He highlights impressive on-device demos, from text-to-3D mesh generation to real-time video fabrication, showcasing the future of AI and computer vision.

Fatih Porikli, Senior Director of Engineering at Qualcomm AI Research, discusses groundbreaking advancements in computer vision. Topics include a cutting-edge framework for panoptic segmentation that combines semantic and instance contexts, and novel strategies for optical flow estimation enhancing accuracy. He also delves into the IRISformer, a transformer model designed for rendering complex indoor scenes from single images. Additionally, Fatih highlights the importance of workshops and practical demos at the CVPR conference to engage and inspire future innovations.

Fatih Porikli, Senior Director of Technology at Qualcomm AI Research, dives into groundbreaking advancements in generative AI and computer vision. He discusses efficient diffusion models for text-to-image generation and real-time 360° image relighting. The conversation also highlights innovative applications like a video-language model for personalized fitness coaching and a Math Search dataset for visual reasoning. Porikli touches on practical demos at CVPR, showcasing multi-modal models and enhancing AI's capabilities for mobile and edge devices.