3 papers
cs.LG2025
DB2-TransF: All You Need Is Learnable Daubechies Wavelets for Time Series Forecasting
Moulik Gupta, Achyut Mani Tripathi
Time series forecasting requires models that can efficiently capture complex temporal dependencies, especially in large-scale and high-dimensional settings. While Transformer-based…
cs.CV2024
BadScan: An Architectural Backdoor Attack on Visual State Space Models
Om Suhas Deshmukh, Sankalp Nagaonkar, Achyut Mani Tripathi +1
The newly introduced Visual State Space Model (VMamba), which employs \textit{State Space Mechanisms} (SSM) to interpret images as sequences of patches, has shown exceptional perfo…
cs.CV2024
TM-PATHVQA:90000+ Textless Multilingual Questions for Medical Visual Question Answering
Tonmoy Rajkhowa, Amartya Roy Chowdhury, Sankalp Nagaonkar +1
In healthcare and medical diagnostics, Visual Question Answering (VQA) mayemergeasapivotal tool in scenarios where analysis of intricate medical images becomes critical for accurat…