Decentralized Health: Federated Deep Learning for Cervical Cytology Image Segmentation. - N. Rayvanth; S. Shreya Shree; Venkata Hemant Kumar Reddy Challa; Vishwash Sharma; Rimjhim Padam Singh (CoCoLe, 2024)

Enhanced Underwater Image Restoration: Optimizing Computational Efficiency with U-Net++ and CNN Architectures. - N. Rayvanth; S. Jaya Amruth; E. Suryaa; Tripty Singh; Prakash Duraisamy (ICCCNT, 2024)

Code Confabulator: Harnessing LLMs to Compile Code for Visualization. - Nannapaneni Rayvanth; Pasupuleti Pranavi; E. Suryaa; Venkatahemant Kumar Reddy Challa; Meena Belwal (ICCCNT, 2024)

An Investigation into YOLO-v8 Model Optimization for Small Object Detection in UAVs using Attention Mechanism. - N. S. Rupak; N. Rayvanth; Pulipati Kushank; Rimjhim Padam Singh (ICCCNT, 2024)

Deepfake Image Detection Using Light-Weight Attention Integrated MobileNetV3 Model. - Talluri Harshitha; Tanya Simhadri; Thadakuluru Jaswanthi; N. Rayvanth; Rimjhim Padam Singh (ICAA, 2025)

DeepUIR-Net: Underwater Image Restoration Using Residual-UNet with Optimized Efficient Channel Attention Network Integration. - N. Rayvanth; S. Jaya Amruth; E. Suryaa; Resmi S; Rimjhim Padam Singh (ICAA, 2025)

Leveraging EfficientNetB4 Model with Multi-head Attentions for Maize Leaf Disease Detection. - Nallamilli Eswar Venkata Reddiar; Pilla Veera Satya Sai Vikranth; Teerdhala Kumar; Thota Siddartha; N. Rayvanth; Rimjhim Padam Singh (ICAA, 2025)