40 citations · 53 across the 5 of their papers we have counts for
5 papers
The Need for Neural ISP in the Small-Pixel Era: How Shrinking Pixels Push Optics to the Limit and Neural Restoration Pushes Back
Jingxi Li, Neerja Aggarwal, Laurent Gudemann +4
Smartphone telephoto cameras are approaching a "telephoto physics wall": as pixel pitches shrink toward sub-0.5 micron, the optics remain limited by geometric aberrations, leading…
OmniLayout: Room Layout Reconstruction from Indoor Spherical Panoramas
Shivansh Rao, Vikas Kumar, Daniel Kifer +2
Given a single RGB panorama, the goal of 3D layout reconstruction is to estimate the room layout by predicting the corners, floor boundary, and ceiling boundary. A common approach…
Noisy Student Training using Body Language Dataset Improves Facial Expression Recognition
Vikas Kumar, Shivansh Rao, Li Yu
Facial expression recognition from videos in the wild is a challenging task due to the lack of abundant labelled training data. Large DNN (deep neural network) architectures and en…
Neural Machine Translation for Low-Resourced Indian Languages
Himanshu Choudhary, Shivansh Rao, Rajesh Rohilla
A large number of significant assets are available online in English, which is frequently translated into native languages to ease the information sharing among local people who ar…
Video-based Person Re-identification Using Spatial-Temporal Attention Networks
Shivansh Rao, Tanzila Rahman, Mrigank Rochan +1
We consider the problem of video-based person re-identification. The goal is to identify a person from videos captured under different cameras. In this paper, we propose an efficie…