51 citations · 164 across the 49 of their papers we have counts for
5 papers · 1 filter
TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation
Tan M. Dinh, Rang Nguyen, Binh-Son Hua
In this paper, we conduct a study on the state-of-the-art methods for text-to-image synthesis and propose a framework to evaluate these methods. We consider syntheses where an imag…
HyperInverter: Improving StyleGAN Inversion via Hypernetwork
Tan M. Dinh, Anh Tuan Tran, Rang Nguyen +1
Real-world image manipulation has achieved fantastic progress in recent years as a result of the exploration and utilization of GAN latent spaces. GAN inversion is the first step i…
Neural Scene Decoration from a Single Photograph
Hong-Wing Pang, Yingshu Chen, Phuoc-Hieu Le +3
Furnishing and rendering indoor scenes has been a long-standing task for interior design, where artists create a conceptual design for the space, build a 3D model of the space, dec…
Network Pruning That Matters: A Case Study on Retraining Variants
Duong H. Le, Binh-Son Hua
Network pruning is an effective method to reduce the computational expense of over-parameterized neural networks for deployment on low-resource systems. Recent state-of-the-art tec…
Point-set Distances for Learning Representations of 3D Point Clouds
Trung Nguyen, Quang-Hieu Pham, Tam Le +3
Learning an effective representation of 3D point clouds requires a good metric to measure the discrepancy between two 3D point sets, which is non-trivial due to their irregularity.…