26 citations · 92 across the 41 of their papers we have counts for
3 papers · 1 filter
Temp-SCONE: A Novel Out-of-Distribution Detection and Domain Generalization Framework for Wild Data with Temporal Shift
Aditi Naiknaware, Sanchit Singh, Hajar Homayouni +1
Open-world learning (OWL) requires models that can adapt to evolving environments while reliably detecting out-of-distribution (OOD) inputs. Existing approaches, such as SCONE, ach…
Weather-Aware Object Detection Transformer for Domain Adaptation
Soheil Gharatappeh, Salimeh Sekeh, Vikas Dhiman
RT-DETRs have shown strong performance across various computer vision tasks but are known to degrade under challenging weather conditions such as fog. In this work, we investigate…
Information Consistent Pruning: How to Efficiently Search for Sparse Networks?
Soheil Gharatappeh, Salimeh Yasaei Sekeh
Iterative magnitude pruning methods (IMPs), proven to be successful in reducing the number of insignificant nodes in over-parameterized deep neural networks (DNNs), have been getti…