39 citations · 103 across the 20 of their papers we have counts for
7 papers · 1 filter
Per Garment Capture and Synthesis for Real-time Virtual Try-on
Toby Chong, I-Chao Shen, Nobuyuki Umetani +1
Virtual try-on is a promising application of computer graphics and human computer interaction that can have a profound real-world impact especially during this pandemic. Existing i…
Guided Optimization for Image Processing Pipelines
Yuka Ikarashi, Jonathan Ragan-Kelley, Tsukasa Fukusato +2
Writing high-performance image processing code is challenging and labor-intensive. The Halide programming language simplifies this task by decoupling high-level algorithms from "sc…
A Survey on Interactive Reinforcement Learning: Design Principles and Open Challenges
Christian Arzate Cruz, Takeo Igarashi
Interactive reinforcement learning (RL) has been successfully used in various applications in different fields, which has also motivated HCI researchers to contribute in this area.…
MarioMix: Creating Aligned Playstyles for Bots with Interactive Reinforcement Learning
Christian Arzate Cruz, Takeo Igarashi
In this paper, we propose a generic framework that enables game developers without knowledge of machine learning to create bot behaviors with playstyles that align with their prefe…
Interactive Explanations: Diagnosis and Repair of Reinforcement Learning Based Agent Behaviors
Christian Arzate Cruz, Takeo Igarashi
Reinforcement learning techniques successfully generate convincing agent behaviors, but it is still difficult to tailor the behavior to align with a user's specific preferences. Wh…
Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps
Heng Fang, Xi Yang, Taichi Kin +1
Whole-brain surface extraction is an essential topic in medical imaging systems as it provides neurosurgeons with a broader view of surgical planning and abnormality detection. To…
Exploring a Makeup Support System for Transgender Passing based on Automatic Gender Recognition
Toby Chong, Nolwenn Maudet, Katsuki Harima +1
How to handle gender with machine learning is a controversial topic. A growing critical body of research brought attention to the numerous issues transgender communities face with…