3 papers
cs.AI2026
Same Day, Same Story; One Day Ahead, a Different Signal: The Dual Validity of Financial Sentiment
AS Aravinthkakshan, Laven Srivastava, Harsh Nandwani
Financial NLP has a standard workflow: validate a sentiment tool against human labels, then trust it to extract market signal. This assumes the two evaluations measure the same thi…
cs.CV2026
LEMMA: Laplacian pyramids for Efficient Marine SeMAntic Segmentation
Ishaan Gakhar, Laven Srivastava, Sankarshanaa Sagaram +2
Semantic segmentation in marine environments is crucial for the autonomous navigation of unmanned surface vessels (USVs) and coastal Earth Observation events such as oil spills. Ho…
cs.CV2024
Solar Panel Segmentation :Self-Supervised Learning Solutions for Imperfect Datasets
Sankarshanaa Sagaram, Krish Didwania, Laven Srivastava +3
The increasing adoption of solar energy necessitates advanced methodologies for monitoring and maintenance to ensure optimal performance of solar panel installations. A critical co…