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cs.LG2024
EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning
Kiran Purohit, Venktesh V, Raghuram Devalla +3
Answering reasoning-based complex questions over text and hybrid sources, including tables, is a challenging task. Recent advances in large language models (LLMs) have enabled in-c…
cs.CV2024
A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs
Kiran Purohit, Anurag Reddy Parvathgari, Sourangshu Bhattacharya
Deep convolutional neural networks (CNNs) have achieved impressive performance in many computer vision tasks. However, their large model sizes require heavy computational resources…