40 citations · 40 across the 2 of their papers we have counts for
2 papers
cs.CV2026
Reasoning-Guided Grounding: Elevating Video Anomaly Detection through Multimodal Large Language Models
Sakshi Agarwal, Aishik Konwer, Ankit Parag Shah
Video Anomaly Detection (VAD) has traditionally been framed as binary classification or outlier detection, providing neither interpretable reasoning nor precise spatial localizatio…
cs.LG2019★ 40 cited
Limits of Deepfake Detection: A Robust Estimation Viewpoint
Sakshi Agarwal, Lav R. Varshney
Deepfake detection is formulated as a hypothesis testing problem to classify an image as genuine or GAN-generated. A robust statistics view of GANs is considered to bound the error…