4 papers
Human Agreement and Return Association Are Not Interchangeable Criteria
AS Aravinthkakshan, AS Aravinthakshan, Laven Srivastava +1
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…
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…
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…
ReFuSeg: Regularized Multi-Modal Fusion for Precise Brain Tumour Segmentation
Aditya Kasliwal, Sankarshanaa Sagaram, Laven Srivastava +2
Semantic segmentation of brain tumours is a fundamental task in medical image analysis that can help clinicians in diagnosing the patient and tracking the progression of any malign…