Search Results for author: Wan-Duo Kurt Ma

Found 4 papers, 1 papers with code

TrailBlazer: Trajectory Control for Diffusion-Based Video Generation

no code implementations31 Dec 2023 Wan-Duo Kurt Ma, J. P. Lewis, W. Bastiaan Kleijn

Within recent approaches to text-to-video (T2V) generation, achieving controllability in the synthesized video is often a challenge.

Video Generation

FDLS: A Deep Learning Approach to Production Quality, Controllable, and Retargetable Facial Performances

no code implementations26 Sep 2023 Wan-Duo Kurt Ma, Muhammad Ghifary, J. P. Lewis, Byungkuk Choi, Haekwang Eom

This paper describes FDLS (Facial Deep Learning Solver), which is Weta Digital's solution to these challenges.

Directed Diffusion: Direct Control of Object Placement through Attention Guidance

no code implementations25 Feb 2023 Wan-Duo Kurt Ma, J. P. Lewis, Avisek Lahiri, Thomas Leung, W. Bastiaan Kleijn

Text-guided diffusion models such as DALLE-2, Imagen, eDiff-I, and Stable Diffusion are able to generate an effectively endless variety of images given only a short text prompt describing the desired image content.

The HSIC Bottleneck: Deep Learning without Back-Propagation

3 code implementations5 Aug 2019 Wan-Duo Kurt Ma, J. P. Lewis, W. Bastiaan Kleijn

We introduce the HSIC (Hilbert-Schmidt independence criterion) bottleneck for training deep neural networks.

Classification General Classification

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