2 citations · 2 across the 1 of their papers we have counts for
4 papers
3D-NVS: A 3D Supervision Approach for Next View Selection
Kumar Ashutosh, Saurabh Kumar, Subhasis Chaudhuri
We present a classification based approach for the next best view selection and show how we can plausibly obtain a supervisory signal for this task. The proposed approach is end-to…
Empowering Knowledge Distillation via Open Set Recognition for Robust 3D Point Cloud Classification
Ayush Bhardwaj, Sakshee Pimpale, Saurabh Kumar +1
Real-world scenarios pose several challenges to deep learning based computer vision techniques despite their tremendous success in research. Deeper models provide better performanc…
Distilling Spikes: Knowledge Distillation in Spiking Neural Networks
Ravi Kumar Kushawaha, Saurabh Kumar, Biplab Banerjee +1
Spiking Neural Networks (SNN) are energy-efficient computing architectures that exchange spikes for processing information, unlike classical Artificial Neural Networks (ANN). Due t…
Online Sensor Hallucination via Knowledge Distillation for Multimodal Image Classification
Saurabh Kumar, Biplab Banerjee, Subhasis Chaudhuri
We deal with the problem of information fusion driven satellite image/scene classification and propose a generic hallucination architecture considering that all the available senso…