Suranjana Samanta

According to our database, Suranjana Samanta authored at least 28 papers between 2009 and 2024.

Collaborative distances:

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

2024

ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement.

Oishik Chatterjee, Pooja Aggarwal, Suranjana Samanta, Ting Dai, Prateeti Mohapatra, Debanjana Kar, Ruchi Mahindru, Steve Barbieri, Eugen Postea, Brad Blancett, Arthur De Magalhaes

CoRR, 2024

Efficient Incident Summarization in ITOps: Leveraging Entity-Based Grouping.

Suranjana Samanta, Oishik Chatterjee, Hiten Gupta, Prateeti Mohapatra, Arthur De Magalhaes, Ameet Rahane, Marc Palaci-Olgun, Ragu Kattinakere

Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2023

LogInsights - Understanding and Extracting Information from Logs for Fast Fault Classification by Weak Supervision.

Suranjana Samanta, Prateeti Mohapatra, Fabian Lim, Meenakshi Madugula, Xiaotong Liu, Sarasi Lalithsena

Proceedings of the IEEE International Conference on Software Services Engineering, 2023

InsightsSumm - Summarization of ITOps Incidents Through In-Context Prompt Engineering.

Suranjana Samanta, Oishik Chatterjee, Neil Boyette, Guangya Liu, Prateeti Mohapatra

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

Building Golden Signal Based Signatures for Log Anomaly Detection.

Seema Nagar, Suranjana Samanta, Prateeti Mohapatra, Debanjana Kar

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

Meta-context Transformers for Domain-Specific Response Generation.

Debanjana Kar, Suranjana Samanta, Amar Prakash Azad

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Addressing Target Shift in Zero-shot Learning using Grouped Adversarial Learning.

Saneem A. Chemmengath, Soumava Paul, Samarth Bharadwaj, Suranjana Samanta, Karthik Sankaranarayanan

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations.

Suranjana Samanta, Ajay Gupta, Prateeti Mohapatra, Amar Prakash Azad

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Augmented Whole-Body Scanning via Magnifying PET.

Jianyong Jiang, Suranjana Samanta, Ke Li, Stefan B. Siegel, Robert A. Mintzer, Sanghee Cho, Maurizio Conti, Matthias Schmand, Joseph A. O'Sullivan, Yuan-Chuan Tai

IEEE Trans. Medical Imaging, 2020

No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet Detection.

Debanjana Kar, Mohit Bhardwaj, Suranjana Samanta, Amar Prakash Azad

CoRR, 2020

2018

Learning an Order Preserving Image Similarity through Deep Ranking.

Nitin Gupta, Shashank Mujumdar, Suranjana Samanta, Sameep Mehta

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Generating Adversarial Text Samples.

Suranjana Samanta, Sameep Mehta

Proceedings of the Advances in Information Retrieval, 2018

2017

Towards Crafting Text Adversarial Samples.

Suranjana Samanta, Sameep Mehta

CoRR, 2017

2016

Minimising disparity in distribution for unsupervised domain adaptation by preserving the local spatial arrangement of data.

Suranjana Samanta, Sukhendu Das

IET Comput. Vis., 2016

2015

Unsupervised domain adaptation using eigenanalysis in kernel space for categorisation tasks.

Suranjana Samanta, Sukhendu Das

IET Image Process., 2015

DI-BOW: Domain Invariant Feature Descriptor Using Bag of Words.

Tirumarai Selvan, Suranjana Samanta, Sukhendu Das

Proceedings of the 2nd International Conference on Perception and Machine Intelligence, 2015

Unsupervised method of Domain Adaptation on representation of discriminatory regions of the face image for surveillance face datasets.

Suranjana Samanta, Samik Banerjee, Sukhendu Das

Proceedings of the 2nd International Conference on Perception and Machine Intelligence, 2015

Domain adaptation using weighted sub-space sampling for object categorization.

Tirumarai Selvan, Suranjana Samanta, Sukhendu Das

Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

2014

Face Recognition in Surveillance Conditions with Bag-of-words, using Unsupervised Domain Adaptation.

Samik Banerjee, Suranjana Samanta, Sukhendu Das

Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Unsupervised domain adaptation using manifold alignment for object and event categorization.

Suranjana Samanta, Sukhendu Das

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Modeling Sequential Domain Shift through Estimation of Optimal Sub-spaces for Categorization.

Suranjana Samanta, Tirumarai Selvan, Sukhendu Das

Proceedings of the British Machine Vision Conference, 2014

2013

Inter-domain Cluster Mapping and GMCV Based Transformation for Domain Adaptation.

Suranjana Samanta, Sukhendu Das

Proceedings of the Pattern Recognition and Machine Intelligence, 2013

Stable biped locomotion using improved Proportional Derivative Controller.

Ankit Shrivastava, Prateek Shrivastava, Sukhendu Das, Suranjana Samanta

Proceedings of the Fourth National Conference on Computer Vision, 2013

Cross-domain clustering performed by transfer of knowledge across domains.

Suranjana Samanta, Tirumarai Selvan, Sukhendu Das

Proceedings of the Fourth National Conference on Computer Vision, 2013

Domain Adaptation Based on Eigen-Analysis and Clustering, for Object Categorization.

Suranjana Samanta, Sukhendu Das

Proceedings of the Computer Analysis of Images and Patterns, 2013

2012

SLAR (Simultaneous Localization And Recognition) Framework for Smart CBIR.

Gyanesh Dwivedi, Sukhendu Das, Subrata Rakshit, Megha Vora, Suranjana Samanta

Proceedings of the Perception and Machine Intelligence - First Indo-Japan Conference, 2012

2009

A Fast Supervised Method of Feature Ranking and Selection for Pattern Classification.

Suranjana Samanta, Sukhendu Das

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Unsupervised texture segmentation using feature selection and fusion.

Suranjana Samanta, Sukhendu Das

Proceedings of the International Conference on Image Processing, 2009