Shravan Venkatraman

According to our database, Shravan Venkatraman authored at least 20 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

PCM-NeRF: Probabilistic Camera Modeling for Neural Radiance Fields under Pose Uncertainty.

Shravan Venkatraman, Rakesh Raj Madavan, Pavan Kumar Sathya Venkatesh

CoRR, April, 2026

SPROUT: Symptom-centric Prototypical Representation Optimization and Uncertainty-aware Tuning for few-shot precision agriculture.

Shravan Venkatraman, Pavan Kumar Sathya Venkatesh, Pandiyaraju V, Abeshek Anandakumar, Aravintakshan Ashok S.

Neurocomputing, 2026

2025

TIDE: Two-Stage Inverse Degradation Estimation with Guided Prior Disentanglement for Underwater Image Restoration.

Shravan Venkatraman, Rakesh Raj Madavan, Pavan Kumar S, Muthu Subash Kavitha

CoRR, December, 2025

Can We Go Beyond Visual Features? Neural Tissue Relation Modeling for Relational Graph Analysis in Non-Melanoma Skin Histology.

Shravan Venkatraman, Muthu Subash Kavitha, P. R. Joe Dhanith, V. Manikandarajan, Jia Wu

CoRR, December, 2025

EvoLMM: Self-Evolving Large Multimodal Models with Continuous Rewards.

Omkar Thawakar, Shravan Venkatraman, Ritesh Thawkar, Abdelrahman M. Shaker, Hisham Cholakkal, Rao Muhammad Anwer, Salman H. Khan, Fahad Shahbaz Khan

CoRR, November, 2025

Spatial attention-based hybrid VGG-SVM and VGG-RF frameworks for improved cotton leaf disease detection.

V. Pandiyaraju, B. Anusha, A. M. Senthil Kumar, K. Jaspin, Shravan Venkatraman, Arputharaj Kannan

Neural Comput. Appl., May, 2025

SAG-ViT: a scale-aware, high-fidelity patching approach with graph attention for vision transformers.

Shravan Venkatraman, Jaskaran Singh Walia, P. R. Joe Dhanith

Complex Intell. Syst., 2025

Hierarchical graph-guided contextual representation learning for Neurodegenerative pattern recognition in MRI.

Shravan Venkatraman, Joe Dhanith Pal Nesamony Rose Mary, Muthu Subash Kavitha

Comput. Biol. Medicine, 2025

Leveraging Bi-Focal Perspectives and Granular Feature Integration for Accurate Reliable Early Alzheimer's Detection.

Shravan Venkatraman, Pandiyaraju V, Abeshek A, Pavan Kumar S, Aravintakshan S. A

IEEE Access, 2025

UGPL: Uncertainty-Guided Progressive Learning for Evidence-Based Classification in Computed Tomography.

Shravan Venkatraman, Pavan Kumar S, Rakesh Raj Madavan, Chandrakala S

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

FUSION: Frequency-guided Underwater Spatial Image recOnstructioN.

Jaskaran Singh Walia, Shravan Venkatraman, Pavithra L. K.

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

A Novel Adaptive Hybrid Focal-Entropy Loss for Enhancing Diabetic Retinopathy Detection Using Convolutional Neural Networks.

Pandiyaraju V, Santhosh Malarvannan, Shravan Venkatraman, Abeshek A, Priyadarshini B, Arputharaj Kannan

CoRR, 2024

An Integrated Deep Learning Framework for Effective Brain Tumor Localization, Segmentation, and Classification from Magnetic Resonance Images.

Pandiyaraju V, Shravan Venkatraman, Abeshek A, Aravintakshan S. A, Pavan Kumar S, Madhan S

CoRR, 2024

A Novel Self-Attention-Enabled Weighted Ensemble-Based Convolutional Neural Network Framework for Distributed Denial of Service Attack Classification.

Kanthimathi S, Shravan Venkatraman, Jayasankar K. S, Pranay Jiljith T, Jashwanth R

CoRR, 2024

Leveraging SeNet and ResNet Synergy within an Encoder-Decoder Architecture for Glioma Detection.

Pandiyaraju V, Shravan Venkatraman, Abeshek A, Pavan Kumar S, Aravintakshan S. A

CoRR, 2024

Multimodal Emotion Recognition using Audio-Video Transformer Fusion with Cross Attention.

P. R. Joe Dhanith, Shravan Venkatraman, Vigya Sharma, Santhosh Malarvannan

CoRR, 2024

A Channel Attention-Driven Hybrid CNN Framework for Paddy Leaf Disease Detection.

Pandiyaraju V, Shravan Venkatraman, Abeshek A, Pavan Kumar S, Aravintakshan S. A, Senthil Kumar A M, Kannan Arputharaj

CoRR, 2024

A Dual-Attention Aware Deep Convolutional Neural Network for Early Alzheimer's Detection.

Pandiyaraju V, Shravan Venkatraman, Abeshek A, Aravintakshan S. A, Pavan Kumar S, Kannan Arputharaj

CoRR, 2024

Multi-Attention Integrated Deep Learning Frameworks for Enhanced Breast Cancer Segmentation and Identification.

Pandiyaraju V, Shravan Venkatraman, Pavan Kumar S, Santhosh Malarvannan, Kannan Arputharaj

CoRR, 2024

A Novel Self-Attention-Enabled Weighted Ensemble-Based Convolutional Neural Network Framework for Distributed Denial of Service Attack Classification.

Shravan Venkatraman, S. Kanthimathi, Jayasankar K. S, Pranay Jiljith T, Jashwanth R

IEEE Access, 2024