10 citations · 11 across the 4 of their papers we have counts for
3 papers · 1 filter
Thread-Efficient Decoding for Neural Texture Compression
Janarbek Matai, Sho Ikeda, Lukasz Lipski +1
Neural texture compression (NTC) achieves higher compression ratios than BCn formats but suffers from GPU thread divergence, which significantly reduces runtime performance. In thi…
PEPS: Positional Encoding Projected Sampling -- Extended
Guillaume Perez, Janarbek Matai, Takahiro Harada
Implicit neural representations (INRs) are increasingly being used as tools to map coordinates to signals, encompassing applications from neural fields to texture compression, shap…
X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task Distillation
Hong Cai, Janarbek Matai, Shubhankar Borse +3
In this paper, we propose a novel method, X-Distill, to improve the self-supervised training of monocular depth via cross-task knowledge distillation from semantic segmentation to…