When AI Sees and Speaks — The Rise of Vision-Language Models
Updated
A high level view on how modern vision-language models connect pixels and prose, from CLIP and BLIP to Flamingo, MiniGPT-4, Kosmos, and Gemini.
Tag: computer-vision
All the articles with the tag "computer-vision".
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Diffusion — From Molecules to Machines
UpdatedA clear introduction to diffusion and guided diffusion — how a simple physical process became a foundation for modern generative AI, from Stable Diffusion to robotics and protein design.
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Variational Autoencoders — From Compression to Creation
An intuitive introduction to Variational Autoencoders — how compressing data into probabilistic codes enables machines to generate realistic images, sounds, and structures.
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AutoCalib – Automatic Traffic Camera Calibration at Scale
UpdatedHow we used deep learning to automatically calibrate traffic cameras by observing vehicle motion—work that won Best Paper Award at ACM BuildSys 2017.
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From Bits to Sight - A Journey from Wireless to Autonomous Vision
UpdatedMy research journey from wireless communication foundations to solving the camera calibration bottleneck that enables autonomous vehicle vision.