48 citations · 74 across the 9 of their papers we have counts for
3 papers · 1 filter
Efficient neural supersampling on a novel gaming dataset
Antoine Mercier, Ruan Erasmus, Yashesh Savani +3
Real-time rendering for video games has become increasingly challenging due to the need for higher resolutions, framerates and photorealism. Supersampling has emerged as an effecti…
Is end-to-end learning enough for fitness activity recognition?
Antoine Mercier, Guillaume Berger, Sunny Panchal +5
End-to-end learning has taken hold of many computer vision tasks, in particular, related to still images, with task-specific optimization yielding very strong performance. Neverthe…
QuickSRNet: Plain Single-Image Super-Resolution Architecture for Faster Inference on Mobile Platforms
Guillaume Berger, Manik Dhingra, Antoine Mercier +3
In this work, we present QuickSRNet, an efficient super-resolution architecture for real-time applications on mobile platforms. Super-resolution clarifies, sharpens, and upscales a…