Amir Habibian
Amir Habibian
Home
News
Publications
Talks
Light
Dark
Automatic
Generative Modeling
Mobile Video Diffusion
Video diffusion models have achieved impressive realism and controllability but are limited by high computational demands, restricting …
Haitam Ben Yahia
,
Denis Korzhenkov
,
Ioannis Lelekas
,
Amir Ghodrati
,
Amir Habibian
PDF
Cite
Code
Project
MoViE: Mobile Diffusion for Video Editing
Recent progress in diffusion-based video editing has shown remarkable potential for practical applications. However, these methods …
Adil Karjauv
,
Noor Fathima
,
Ioannis Lelekas
,
Fatih Porikli
,
Amir Ghodrati
,
Amir Habibian
PDF
Cite
Code
Project
Object-Centric Diffusion for Efficient Video Editing
Diffusion-based video editing have reached impressive quality and can transform either the global style, local structure, and …
Kumara Kahatapitiya
,
Adil Karjauv
,
Davide Abati
,
Fatih Porikli
,
Yuki Asano
,
Amir Habibian
PDF
Cite
Project
Clockwork Diffusion: Efficient Generation With Model-Step Distillation
This work aims to improve the efficiency of text-to-image diffusion models. While diffusion models use computationally expensive …
Amir Habibian
,
Amir Ghodrati
,
Noor Fathima
,
Guillaume Sautiere
,
Risheek Garrepalli
,
Fatih Porikli
,
Jens Petersen
PDF
Cite
Code
Project
Adversarial Distortion for Learned Video Compression
In this paper, we present a novel adversarial lossy video compression model. At extremely low bit-rates, standard video coding schemes …
Vijay Veerabadran
,
Reza Pourreza
,
Amir Habibian
,
Taco S Cohen
PDF
Cite
Learning Variations in Human Motion via Mix-and-Match Perturbation
Human motion prediction is a stochastic process: Given an observed sequence of poses, multiple future motions are plausible. Existing …
Mohammad Sadegh Aliakbarian
,
Fatemeh Sadat Saleh
,
Mathieu Salzmann
,
Lars Petersson
,
Stephen Gould
,
Amir Habibian
PDF
Cite
Code
Video Compression with Rate-Distortion Autoencoders
In this paper we present a a deep generative model for lossy video compression. We employ a model that consists of a 3D autoencoder …
Amir Habibian
,
Ties van Rozendaal
,
Jakub M Tomczak
,
Taco S Cohen
PDF
Cite
Cite
×