Athira Nambiar

17 papers A 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
On Developing Explainable AI Evaluation Metrics for Image Classification Using Borda Count and Multiple Correlation Techniques.
ACM Trans. Intell. Syst. Technol.
Anish Samuel Varghese, Somasundaram G., Athira Nambiar
2025 J jnl
A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification.
CoRR
Kamal Basha S, Anukul Kiran B, Athira Nambiar, Suresh Rajendran
2025 J jnl
Advancing Welding Defect Detection in Maritime Operations via Adapt-WeldNet and Defect Detection Interpretability Analysis.
CoRR
Kamal Basha S, Athira Nambiar
2025 — conf
PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario.
CVPR Workshops
Sriram Mandalika, Lalitha V, Athira Nambiar
2025 J jnl
PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario.
CoRR
Sriram Mandalika, Lalitha V, Athira Nambiar
2025 A conf
Replay to Remember (R2R): An Efficient Uncertainty-Driven Unsupervised Continual Learning Framework Using Generative Replay.
ECAI
Sriram Mandalika, Harsha Vardhan, Athira Nambiar
2025 J jnl
Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay.
CoRR
Sriram Mandalika, Harsha Vardhan, Athira Nambiar
2025 J jnl
Supervised Contrastive Machine Unlearning of Background Bias in Sonar Image Classification with Fine-Grained Explainable AI.
CoRR
Kamal Basha S, Athira Nambiar
2025 — conf
Unsupervised Segmentation of Forest Fire Images Via Context-Aware Convolutional Autoencoder and Cluster Mask Enhancer.
ICIPW
P. Jayarama Surya, M. Lakshman Sandeep, Athira Nambiar
2024 — conf
S3Simulator: A Benchmarking Side Scan Sonar Simulator Dataset for Underwater Image Analysis.
ICPR (16)
Kamal Basha S, Athira Nambiar
2024 J jnl
S3Simulator: A benchmarking Side Scan Sonar Simulator dataset for Underwater Image Analysis.
CoRR
Kamal Basha S, Athira Nambiar
2024 — conf
SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios.
ICPR (1)
Sriram Mandalika, Athira Nambiar
2024 J jnl
SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios.
CoRR
Sriram Mandalika, Athira Nambiar
2024 J jnl
Synth-SONAR: Sonar Image Synthesis with Enhanced Diversity and Realism via Dual Diffusion Models and GPT Prompting.
CoRR
Purushothaman Natarajan, Kamal Basha S, Athira Nambiar
2024 J jnl
Underwater SONAR Image Classification and Analysis using LIME-based Explainable Artificial Intelligence.
CoRR
Purushothaman Natarajan, Athira Nambiar
2024 J jnl
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language Models.
CoRR
Purushothaman Natarajan, Athira Nambiar
2023 J jnl
Model-agnostic explainable artificial intelligence tools for severity prediction and symptom analysis on Indian COVID-19 data.
Frontiers Artif. Intell.
Athira Nambiar, Harikrishnaa S, Sharanprasath S