2025
Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding.
CoRR, May, 2025
TeleLoRA: Teleporting Model-Specific Alignment Across LLMs.
CoRR, March, 2025
Association of IUCN-threatened Indian mangroves: A novel data-driven rule filtering approach for restoration strategy.
Ecol. Informatics, 2025
Cap2Aug: Caption Guided Image data Augmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025
Zero-Shot Detection of Out-of-Context Objects Using Foundation Models.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025
Safety Monitoring for Learning-Enabled Cyber-Physical Systems in Out-of-Distribution Scenarios.
Proceedings of the ACM/IEEE 16th International Conference on Cyber-Physical Systems, 2025
2024
Introducing suffix forest for mining tri-clusters from time-series data.
Innov. Syst. Softw. Eng., December, 2024
An irregular CLA-based novel frequent pattern mining approach.
Int. J. Data Min. Model. Manag., 2024
Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI.
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CoRR, 2024
Concept-Based Analysis of Neural Networks via Vision-Language Models.
Proceedings of the AI Verification - First International Symposium, 2024
Post-hoc Uncertainty Quantification for Neurosymbolic Artificial Intelligence.
Proceedings of the IEEE Military Communications Conference, 2024
Bri3L: A Brightness Illusion Image Dataset for Identification and Localization of Regions of Illusory Perception.
Proceedings of the IEEE International Conference on Image Processing, 2024
Shrinking POMCP: A Framework for Real-Time UAV Search and Rescue.
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Proceedings of the International Conference on Assured Autonomy, 2024
Direct Amortized Likelihood Ratio Estimation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Frequent itemset mining using FP-tree: a CLA-based approach and its extended application in biodiversity data.
Innov. Syst. Softw. Eng., September, 2023
Principled Out-of-Distribution Detection via Multiple Testing.
J. Mach. Learn. Res., 2023
Automatic Measures for Evaluating Generative Design Methods for Architects.
CoRR, 2023
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs.
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Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Challenges and Opportunities in Neuro-Symbolic Composition of Foundation Models.
Proceedings of the IEEE Military Communications Conference, 2023
Principled OOD Detection via Multiple Testing.
Proceedings of the IEEE International Symposium on Information Theory, 2023
Multirotor VTOL and Tilt Rotor Transition to Fixed Wing.
Proceedings of the 11th IEEE International Conference on Systems and Control, 2023
TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data for Cyber-Physical Systems.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023
An Approach to Detect Air Quality using Machine Learning and Data Analysis Tools.
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023
Detecting Trojaned DNNs Using Counterfactual Attributions.
Proceedings of the IEEE International Conference on Assured Autonomy, 2023
Predicting Out-of-Distribution Performance of Deep Neural Networks Using Model Conformance.
Proceedings of the IEEE International Conference on Assured Autonomy, 2023
Class Prototypes based Contrastive Learning for Classifying Multi-Label and Fine-Grained Educational Videos.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
An Introduction to KDB: Knowledge Discovery in Biodiversity.
Proceedings of the Computational Intelligence in Communications and Business Analytics, 2023
2022
Knowledge Discovery of Sundarban Mangrove Species: A Way Forward for Managing Species Biodiversity.
SN Comput. Sci., 2022
Recognition of co-existence pattern of salt marshes and mangroves for littoral forest restoration.
Ecol. Informatics, 2022
DiffAlign : Few-shot learning using diffusion based synthesis and alignment.
CoRR, 2022
Design of Unmanned Air Vehicles Using Transformer Surrogate Models.
CoRR, 2022
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data.
CoRR, 2022
Multiple Testing Framework for Out-of-Distribution Detection.
CoRR, 2022
Detecting out-of-context objects using contextual cues.
CoRR, 2022
Detecting Out-Of-Context Objects Using Graph Contextual Reasoning Network.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Detecting OODs as datapoints with High Uncertainty.
CoRR, 2021
Online Defense of Trojaned Models using Misattributions.
CoRR, 2021
Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs.
CoRR, 2021
Fast-acting insulin aspart (Fiasp®) improves glycemic outcomes when used with MiniMed<sup>TM</sup> 670G hybrid closed-loop system in simulated trials compared to NovoLog®.
Comput. Methods Programs Biomed., 2021
On Detection of Out of Distribution Inputs in Deep Neural Networks.
Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021
MISA: Online Defense of Trojaned Models using Misattributions.
Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021
2020
Using a deep convolutional neural network to predict 2017 ozone concentrations, 24 hours in advance.
Neural Networks, 2020
Textual Lyrics Based Emotion Analysis of Bengali Songs.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
2019
Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
Understanding Visual Ads by Aligning Symbols and Objects using Co-Attention.
CoRR, 2018
Learning to Learn Second-Order Back-Propagation for CNNs Using LSTMs.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
2017
Real-Time Model-Based Fault Detection of Continuous Glucose Sensor Measurements.
IEEE Trans. Biomed. Eng., 2017
Current scenario of ambient carbon dioxide levels at multiple locations in urban Ahmedabad revealed by a 2004 nm tunable diode laser spectroscopy system.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017
Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Multi-target trackers using cubature Kalman filter for Doppler radar tracking in clutter.
IET Signal Process., 2016
Context-regularized learning of fully convolutional networks for scene labeling.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
A Multi-scale CNN for Affordance Segmentation in RGB Images.
Proceedings of the Computer Vision - ECCV 2016, 2016
Monocular Depth Estimation Using Neural Regression Forest.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2014
Scene Labeling Using Beam Search under Mutex Constraints.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2012
A multi-scale framework for multi-phase equilibrium flash.
Comput. Chem. Eng., 2012
2011
Proposing a CNN Based Architecture of Mid-level Vision for Feeding the WHERE and WHAT Pathways in the Brain.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011
2010
Hardy's non-locality and generalized non-local theory.
Quantum Inf. Comput., 2010
A phenomenological model of plasma FFA, glucose, and insulin concentrations during rest and exercise.
Proceedings of the American Control Conference, 2010
2009
URL normalization for de-duplication of web pages.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2007
Winning strategies for pseudo-telepathy games using single non-local box.
Quantum Inf. Comput., 2007
2006
Mixed Meal Modeling and Disturbance Rejection in Type I Diabetic Patients.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2001
Design of a Link Control Protocol for Multimedia Services in Wireless Local Communication.
Wirel. Pers. Commun., 2001
1999
A multiple access scheme for VBR traffic in broadband wireless local communication.
Comput. Commun., 1999
1992
A family of user-programmable peripherals with a functional unit architecture.
IEEE J. Solid State Circuits, April, 1992