4 papers
Uncovering the Latent Potential of Deep Intermediate Representations
Arnesh Batra, Arush Gumber, Aniket Khandelwal +2
Foundational Models pretrained on huge amount of data learn representations that evolve across depth, forming a hierarchy of embeddings with distinct semantic content and geometric…
Melody or Machine: Detecting Synthetic Music with Dual-Stream Contrastive Learning
Arnesh Batra, Dev Sharma, Krish Thukral +3
The rapid evolution of end-to-end AI music generation poses an escalating threat to artistic authenticity and copyright, demanding detection methods that can keep pace. While found…
SocialDF: Benchmark Dataset and Detection Model for Mitigating Harmful Deepfake Content on Social Media Platforms
Arnesh Batra, Anushk Kumar, Jashn Khemani +3
The rapid advancement of deep generative models has significantly improved the realism of synthetic media, presenting both opportunities and security challenges. While deepfake tec…
M-SCAN: A Multistage Framework for Lumbar Spinal Canal Stenosis Grading Using Multi-View Cross Attention
Arnesh Batra, Arush Gumber, Anushk Kumar
The increasing prevalence of lumbar spinal canal stenosis has resulted in a surge of MRI (Magnetic Resonance Imaging), leading to labor-intensive interpretation and significant int…