2 papers
cs.LG2026
ChaosProbe: A Neurochaotic Lens on Frozen Transformer Input-Embedding Spaces
Kunal Kumar Pant, Nithin Nagaraj
Transformer models are most often understood through what they do: their benchmark performance, generation quality, or behavior on downstream tasks. Yet frozen transformer input-em…
cs.NE2025
Advancing Forest Fires Classification using Neurochaos Learning
Kunal Kumar Pant, Remya Ajai A S, Nithin Nagaraj
Forest fires are among the most dangerous and unpredictable natural disasters worldwide. Forest fire can be instigated by natural causes or by humans. They are devastating overall,…