Shravan Venkatraman

22 papers Journal 20Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SPROUT: Symptom-centric Prototypical Representation Optimization and Uncertainty-aware Tuning for few-shot precision agriculture. Neurocomputing Shravan Venkatraman, Pavan Kumar Sathya Venkatesh, Pandiyaraju V, Abeshek Anandakumar, Aravintakshan Ashok S.
2025	J	`jnl`	Can We Go Beyond Visual Features? Neural Tissue Relation Modeling for Relational Graph Analysis in Non-Melanoma Skin Histology. CoRR Shravan Venkatraman, Muthu Subash Kavitha, P. R. Joe Dhanith, V. Manikandarajan, Jia Wu
2025	J	`jnl`	EvoLMM: Self-Evolving Large Multimodal Models with Continuous Rewards. CoRR Omkar Thawakar, Shravan Venkatraman, Ritesh Thawkar, Abdelrahman M. Shaker, Hisham Cholakkal, Rao Muhammad Anwer, Salman H. Khan, Fahad Shahbaz Khan
2025	—	`conf`	FUSION: Frequency-guided Underwater Spatial Image recOnstructioN. CVPR Workshops Jaskaran Singh Walia, Shravan Venkatraman, Pavithra L. K.
2025	J	`jnl`	FUSION: Frequency-guided Underwater Spatial Image recOnstructioN. CoRR Jaskaran Singh Walia, Shravan Venkatraman, Pavithra L. K.
2025	J	`jnl`	Hierarchical graph-guided contextual representation learning for Neurodegenerative pattern recognition in MRI. Comput. Biol. Medicine Shravan Venkatraman, Joe Dhanith Pal Nesamony Rose Mary, Muthu Subash Kavitha
2025	J	`jnl`	Leveraging Bi-Focal Perspectives and Granular Feature Integration for Accurate Reliable Early Alzheimer's Detection. IEEE Access Shravan Venkatraman, Pandiyaraju V, Abeshek A, Pavan Kumar S, Aravintakshan S. A
2025	J	`jnl`	SAG-ViT: a scale-aware, high-fidelity patching approach with graph attention for vision transformers. Complex Intell. Syst. Shravan Venkatraman, Jaskaran Singh Walia, P. R. Joe Dhanith
2025	J	`jnl`	Spatial attention-based hybrid VGG-SVM and VGG-RF frameworks for improved cotton leaf disease detection. Neural Comput. Appl. V. Pandiyaraju, B. Anusha, A. M. Senthil Kumar, K. Jaspin, Shravan Venkatraman, Arputharaj Kannan
2025	J	`jnl`	TIDE: Two-Stage Inverse Degradation Estimation with Guided Prior Disentanglement for Underwater Image Restoration. CoRR Shravan Venkatraman, Rakesh Raj Madavan, Pavan Kumar S, Muthu Subash Kavitha
2025	—	`conf`	UGPL: Uncertainty-Guided Progressive Learning for Evidence-Based Classification in Computed Tomography. ICCVW Shravan Venkatraman, Pavan Kumar S, Rakesh Raj Madavan, Chandrakala S
2025	J	`jnl`	UGPL: Uncertainty-Guided Progressive Learning for Evidence-Based Classification in Computed Tomography. CoRR Shravan Venkatraman, Pavan Kumar S, Rakesh Raj Madavan, Chandrakala S
2024	J	`jnl`	A Channel Attention-Driven Hybrid CNN Framework for Paddy Leaf Disease Detection. CoRR Pandiyaraju V, Shravan Venkatraman, Abeshek A, Pavan Kumar S, Aravintakshan S. A, Senthil Kumar A M, Kannan Arputharaj
2024	J	`jnl`	A Dual-Attention Aware Deep Convolutional Neural Network for Early Alzheimer's Detection. CoRR Pandiyaraju V, Shravan Venkatraman, Abeshek A, Aravintakshan S. A, Pavan Kumar S, Kannan Arputharaj
2024	J	`jnl`	A Novel Adaptive Hybrid Focal-Entropy Loss for Enhancing Diabetic Retinopathy Detection Using Convolutional Neural Networks. CoRR Pandiyaraju V, Santhosh Malarvannan, Shravan Venkatraman, Abeshek A, Priyadarshini B, Arputharaj Kannan
2024	J	`jnl`	A Novel Self-Attention-Enabled Weighted Ensemble-Based Convolutional Neural Network Framework for Distributed Denial of Service Attack Classification. IEEE Access Shravan Venkatraman, S. Kanthimathi, Jayasankar K. S, Pranay Jiljith T, Jashwanth R
2024	J	`jnl`	A Novel Self-Attention-Enabled Weighted Ensemble-Based Convolutional Neural Network Framework for Distributed Denial of Service Attack Classification. CoRR Kanthimathi S, Shravan Venkatraman, Jayasankar K. S, Pranay Jiljith T, Jashwanth R
2024	J	`jnl`	An Integrated Deep Learning Framework for Effective Brain Tumor Localization, Segmentation, and Classification from Magnetic Resonance Images. CoRR Pandiyaraju V, Shravan Venkatraman, Abeshek A, Aravintakshan S. A, Pavan Kumar S, Madhan S
2024	J	`jnl`	Leveraging SeNet and ResNet Synergy within an Encoder-Decoder Architecture for Glioma Detection. CoRR Pandiyaraju V, Shravan Venkatraman, Abeshek A, Pavan Kumar S, Aravintakshan S. A
2024	J	`jnl`	Multi-Attention Integrated Deep Learning Frameworks for Enhanced Breast Cancer Segmentation and Identification. CoRR Pandiyaraju V, Shravan Venkatraman, Pavan Kumar S, Santhosh Malarvannan, Kannan Arputharaj
2024	J	`jnl`	Multimodal Emotion Recognition using Audio-Video Transformer Fusion with Cross Attention. CoRR P. R. Joe Dhanith, Shravan Venkatraman, Vigya Sharma, Santhosh Malarvannan
2024	J	`jnl`	SAG-ViT: A Scale-Aware, High-Fidelity Patching Approach with Graph Attention for Vision Transformers. CoRR Shravan Venkatraman, Jaskaran Singh Walia, P. R. Joe Dhanith