3 papers
cs.CV2024
ANDHRA Bandersnatch: Training Neural Networks to Predict Parallel Realities
Venkata Satya Sai Ajay Daliparthi
Inspired by the Many-Worlds Interpretation (MWI), this work introduces a novel neural network architecture that splits the same input signal into parallel branches at each layer, u…
cs.CV2021
PDFNet: Pointwise Dense Flow Network for Urban-Scene Segmentation
Venkata Satya Sai Ajay Daliparthi
In recent years, using a deep convolutional neural network (CNN) as a feature encoder (or backbone) is the most commonly observed architectural pattern in several computer vision m…
cs.CV2021
The Ikshana Hypothesis of Human Scene Understanding
Venkata Satya Sai Ajay Daliparthi
In recent years, deep neural networks (DNNs) achieved state-of-the-art performance on several computer vision tasks. However, the one typical drawback of these DNNs is the requirem…