4 papers
Auditing Quality Filters for Long-Tail Human Data Curation
Rishav Agarwal, Nirshal Chandra Sekar, Anirudh Vemula
Robots on construction sites must detect workers who are kneeling or bending, which we call low poses. These workers can be lost from training datasets during automatic labeling. W…
Generative Animations: A Multi-Model Pipeline for Prompt-Driven Motion Synthesis
Mannat Khurana, Sanyam Jain, Rishav Agarwal
Animation elevates digital documents into immersive experiences, yet creating custom motion paths remains cumbersome, requiring designers to manually select presets, plot Bézier po…
Text Style Transfer with Machine Translation for Graphic Designs
Deergh Singh Budhauria, Sanyam Jain, Rishav Agarwal +1
Globalization of graphic designs such as those used in marketing materials and magazines is increasingly important for communication to broad audiences. To accomplish this, the tex…
Towards Rotation Invariance in Object Detection
Agastya Kalra, Guy Stoppi, Bradley Brown +2
Rotation augmentations generally improve a model's invariance/equivariance to rotation - except in object detection. In object detection the shape is not known, therefore rotation…