Suranjana Samanta

34 papers A* 3A 2B 5Journal 10Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks. ICML Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Jae-wook Ahn, Debanjana Kar, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri
2025	J	`jnl`	ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks. CoRR Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Pavankumar Murali, Jae-wook Ahn, Debanjana Kar, Ameet Rahane, Carlos Fonseca, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri
2025	A*	`conf`	ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement. AAAI Pooja Aggarwal, Oishik Chatterjee, Ting Dai, Suranjana Samanta, Prateeti Mohapatra, Debanjana Kar, Ruchi Mahindru, Steve Barbieri, Eugen Postea, Brad Blancett, Arthur De Magalhaes
2024	—	`conf`	Efficient Incident Summarization in ITOps: Leveraging Entity-Based Grouping. SSE Suranjana Samanta, Oishik Chatterjee, Hiten Gupta, Prateeti Mohapatra, Arthur De Magalhaes, Ameet Rahane, Marc Palaci-Olgun, Ragu Kattinakere
2024	J	`jnl`	ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement. CoRR Oishik Chatterjee, Pooja Aggarwal, Suranjana Samanta, Ting Dai, Prateeti Mohapatra, Debanjana Kar, Ruchi Mahindru, Steve Barbieri, Eugen Postea, Brad Blancett, Arthur De Magalhaes
2023	B	`conf`	InsightsSumm - Summarization of ITOps Incidents Through In-Context Prompt Engineering. CLOUD Suranjana Samanta, Oishik Chatterjee, Neil Boyette, Guangya Liu, Prateeti Mohapatra
2023	—	`conf`	LogInsights - Understanding and Extracting Information from Logs for Fast Fault Classification by Weak Supervision. SSE Suranjana Samanta, Prateeti Mohapatra, Fabian Lim, Meenakshi Madugula, Xiaotong Liu, Sarasi Lalithsena
2022	B	`conf`	Building Golden Signal Based Signatures for Log Anomaly Detection. CLOUD Seema Nagar, Suranjana Samanta, Prateeti Mohapatra, Debanjana Kar
2021	—	`conf`	Addressing Target Shift in Zero-shot Learning using Grouped Adversarial Learning. ICCVW Saneem A. Chemmengath, Soumava Paul, Samarth Bharadwaj, Suranjana Samanta, Karthik Sankaranarayanan
2021	A*	`conf`	Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations. AAAI Suranjana Samanta, Ajay Gupta, Prateeti Mohapatra, Amar Prakash Azad
2021	—	`conf`	Meta-context Transformers for Domain-Specific Response Generation. PAKDD (3) Debanjana Kar, Suranjana Samanta, Amar Prakash Azad
2020	J	`jnl`	Addressing target shift in zero-shot learning using grouped adversarial learning. CoRR Saneem Ahmed Chemmengath, Samarth Bharadwaj, Soumava Paul, Suranjana Samanta, Karthik Sankaranarayanan
2020	J	`jnl`	Augmented Whole-Body Scanning via Magnifying PET. IEEE Trans. Medical Imaging 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
2020	J	`jnl`	Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations. CoRR Suranjana Samanta, Ajay Gupta, Prateeti Mohapatra, Amar Prakash Azad
2020	J	`jnl`	Meta-Context Transformers for Domain-Specific Response Generation. CoRR Debanjana Kar, Suranjana Samanta, Amar Prakash Azad
2020	J	`jnl`	No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet Detection. CoRR Debanjana Kar, Mohit Bhardwaj, Suranjana Samanta, Amar Prakash Azad
2018	A	`conf`	Generating Adversarial Text Samples. ECIR Suranjana Samanta, Sameep Mehta
2018	B	`conf`	Learning an Order Preserving Image Similarity through Deep Ranking. ICPR Nitin Gupta, Shashank Mujumdar, Suranjana Samanta, Sameep Mehta
2017	J	`jnl`	Towards Crafting Text Adversarial Samples. CoRR Suranjana Samanta, Sameep Mehta
2016	J	`jnl`	Minimising disparity in distribution for unsupervised domain adaptation by preserving the local spatial arrangement of data. IET Comput. Vis. Suranjana Samanta, Sukhendu Das
2015	—	`conf`	DI-BOW: Domain Invariant Feature Descriptor Using Bag of Words. PerMIn Tirumarai Selvan, Suranjana Samanta, Sukhendu Das
2015	—	`conf`	Domain adaptation using weighted sub-space sampling for object categorization. ICAPR Tirumarai Selvan, Suranjana Samanta, Sukhendu Das
2015	J	`jnl`	Unsupervised domain adaptation using eigenanalysis in kernel space for categorisation tasks. IET Image Process. Suranjana Samanta, Sukhendu Das
2015	—	`conf`	Unsupervised method of Domain Adaptation on representation of discriminatory regions of the face image for surveillance face datasets. PerMIn Suranjana Samanta, Samik Banerjee, Sukhendu Das
2014	—	`conf`	Face Recognition in Surveillance Conditions with Bag-of-words, using Unsupervised Domain Adaptation. ICVGIP Samik Banerjee, Suranjana Samanta, Sukhendu Das
2014	A	`conf`	Modeling Sequential Domain Shift through Estimation of Optimal Sub-spaces for Categorization. BMVC Suranjana Samanta, Tirumarai Selvan, Sukhendu Das
2014	B	`conf`	Unsupervised domain adaptation using manifold alignment for object and event categorization. ICIP Suranjana Samanta, Sukhendu Das
2013	—	`conf`	Cross-domain clustering performed by transfer of knowledge across domains. NCVPRIPG Suranjana Samanta, Tirumarai Selvan, Sukhendu Das
2013	—	`conf`	Domain Adaptation Based on Eigen-Analysis and Clustering, for Object Categorization. CAIP (1) Suranjana Samanta, Sukhendu Das
2013	—	`conf`	Inter-domain Cluster Mapping and GMCV Based Transformation for Domain Adaptation. PReMI Suranjana Samanta, Sukhendu Das
2013	—	`conf`	Stable biped locomotion using improved Proportional Derivative Controller. NCVPRIPG Ankit Shrivastava, Prateek Shrivastava, Sukhendu Das, Suranjana Samanta
2012	—	`conf`	SLAR (Simultaneous Localization And Recognition) Framework for Smart CBIR. PerMIn Gyanesh Dwivedi, Sukhendu Das, Subrata Rakshit, Megha Vora, Suranjana Samanta
2009	—	`conf`	A Fast Supervised Method of Feature Ranking and Selection for Pattern Classification. PReMI Suranjana Samanta, Sukhendu Das
2009	B	`conf`	Unsupervised texture segmentation using feature selection and fusion. ICIP Suranjana Samanta, Sukhendu Das