17 citations · 43 across the 12 of their papers we have counts for
12 papers
FixItFlow: Automated Troubleshooting Guide Generation from Cloud Incidents
Srihari Unnikrishnan, Jaskaran Singh Walia, Drishti Goel +1
Cloud services experience frequent incidents that require rapid diagnosis and resolution. Troubleshooting guides help engineers respond consistently, but creating them manually is…
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN
Jaskaran Singh Walia, Shravan Venkatraman, Pavithra LK
Underwater images suffer from severe degradations, including color distortions, reduced visibility, and loss of structural details due to wavelength-dependent attenuation and scatt…
TactStyle: Generating Tactile Textures with Generative AI for Digital Fabrication
Faraz Faruqi, Maxine Perroni-Scharf, Jaskaran Singh Walia +4
Recent work in Generative AI enables the stylization of 3D models based on image prompts. However, these methods do not incorporate tactile information, leading to designs that lac…
AfroXLMR-Comet: Multilingual Knowledge Distillation with Attention Matching for Low-Resource languages
Joshua Sakthivel Raju, Sanjay S, Jaskaran Singh Walia +2
Language model compression through knowledge distillation has emerged as a promising approach for deploying large language models in resource-constrained environments. However, exi…
MAGE: Multi-Head Attention Guided Embeddings for Low Resource Sentiment Classification
Varun Vashisht, Samar Singh, Mihir Konduskar +2
Due to the lack of quality data for low-resource Bantu languages, significant challenges are presented in text classification and other practical implementations. In this paper, we…
Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation
Jaskaran Singh Walia, Aarush Sinha, Naman Saraswat +2
Financial bond yield forecasting is challenging due to data scarcity, nonlinear macroeconomic dependencies, and evolving market conditions. In this paper, we propose a novel framew…
Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics
Sarim Hashmi, Juan Lugo, Abdelrahman Elsayed +6
Identifying key pathological features in brain MRIs is crucial for the long-term survival of glioma patients. However, manual segmentation is time-consuming, requiring expert inter…
Cross-lingual transfer of multilingual models on low resource African Languages
Harish Thangaraj, Ananya Chenat, Jaskaran Singh Walia +1
Large multilingual models have significantly advanced natural language processing (NLP) research. However, their high resource demands and potential biases from diverse data source…
Deep Learning Innovations for Underwater Waste Detection: An In-Depth Analysis
Jaskaran Singh Walia, Pavithra L K
Addressing the issue of submerged underwater trash is crucial for safeguarding aquatic ecosystems and preserving marine life. While identifying debris present on the surface of wat…
Optimized Custom Dataset for Efficient Detection of Underwater Trash
Jaskaran Singh Walia, Karthik Seemakurthy
Accurately quantifying and removing submerged underwater waste plays a crucial role in safeguarding marine life and preserving the environment. While detecting floating and surface…
ECG Classification System for Arrhythmia Detection Using Convolutional Neural Networks
Aryan Odugoudar, Jaskaran Singh Walia
Arrhythmia is just one of the many cardiovascular illnesses that have been extensively studied throughout the years. Using multi-lead ECG data, this research describes a deep learn…
Vulnerability analysis of captcha using Deep learning
Jaskaran Singh Walia, Aryan Odugoudar
Several websites improve their security and avoid dangerous Internet attacks by implementing CAPTCHAs (Completely Automated Public Turing test to tell Computers and Humans Apart),…