World’s first AI codec
Talk, Jan Ozer Interview, London
In this video, we introduce the world’s first AI codec into FFMPEG and VLC. We highlight the benifits of AI codecs and show their readiness through a demonstration on current hardware.
Talks and presentations
Primer on AI based compression
Talk, Jan Ozer Interview, London
In this video, I provide a primer on end-to-end AI based compression. I outline the training, inference and deployment process for AI codecs. This talk is aimed at video codec experts looking to enter the AI codec space.
Intel Innovation Award
Talk, Robert Noyce Auditorium, Santa Clara
In this video, we presented our AI based video compression for the Intel Innovatation conference in San Jose.
A Conversation on AI Codecs with Jona Ballé
Talk, Online talk, London
AI codecs are replacing traditional block-based compression algorithms developed by standards bodies such as MPEG and ITU with fully AI-based encoder-decoder models. These AI models are trained end-to-end on video data and already outperform traditional codecs. Undoubtedly, all future codecs will be AI-powered.
Intel Innovation Demo
Talk, Robert Noyce Auditorium, Santa Clara
In this video, we were invited by Intel CEO Pat Gelsinger to present our AI based video compression at the Intel Innovation conference in Santa Clara.
Normalizing flows and VAEs
Talk, Online talk, London
In this video, Chris Finlay and I provide an overview of VAEs and normalizing flows through presenting the SURVAE paper which aims bridge the gap between them.
Implicit Density Estimation
Talk, Online talk, London
In this talk, I provide an overview of the main methods used in implicit density estimation. These methods prove to be very useful for many domains, including AI-based video compression.
Overview of cuDNN algorithms
Talk, Online talk, London
In this video, I provide an overview of various cuDNN algorithms by reviewing the 2019 paper by Marc Jorda et al.
AI Image Compression Demo at Imperial College London
Talk, Imperial College London Comptuer Science Department, London
In this video, I demonstate the first ever end-to-end AI Image compression system we build at Deep Render. This system was able to outperform BPG. This talk and demo was given at Imperial College London to a group of PhD students, Professors and CS students.