Soumya Suvra Ghosal

According to our database, Soumya Suvra Ghosal authored at least 20 papers between 2019 and 2025.

Collaborative distances:

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

2025

Relic: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples.

Soumya Suvra Ghosal, Vaibhav Singh, Akash Ghosh, Soumyabrata Pal, Subhadip Baidya, Sriparna Saha, Dinesh Manocha

CoRR, June, 2025

Does Thinking More always Help? Understanding Test-Time Scaling in Reasoning Models.

Soumya Suvra Ghosal, Souradip Chakraborty, Avinash Reddy, Yifu Lu, Mengdi Wang, Dinesh Manocha, Furong Huang, Mohammad Ghavamzadeh, Amrit Singh Bedi

CoRR, June, 2025

Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time.

Mohamad Fares El Hajj Chehade, Soumya Suvra Ghosal, Souradip Chakraborty, Avinash Reddy, Dinesh Manocha, Hao Zhu, Amrit Singh Bedi

CoRR, May, 2025

PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks.

Soumya Suvra Ghosal, Soumyabrata Pal, Koyel Mukherjee, Dinesh Manocha

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Collab: Controlled Decoding using Mixture of Agents for LLM Alignment.

Souradip Chakraborty, Sujay Bhatt, Udari Madhushani Sehwag, Soumya Suvra Ghosal, Jiahao Qiu, Mengdi Wang, Dinesh Manocha, Furong Huang, Alec Koppel, Sumitra Ganesh

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment.

Soumya Suvra Ghosal, Souradip Chakraborty, Vaibhav Singh, Tianrui Guan, Mengdi Wang, Ahmad Beirami, Furong Huang, Alvaro Velasquez, Dinesh Manocha, Amrit Singh Bedi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Are Vision Transformers Robust to Spurious Correlations?

Soumya Suvra Ghosal, Yixuan Li

Int. J. Comput. Vis., 2024

Transfer Q-star : Principled Decoding for LLM Alignment.

Souradip Chakraborty, Soumya Suvra Ghosal, Ming Yin, Dinesh Manocha, Mengdi Wang, Amrit Singh Bedi, Furong Huang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning.

Soumya Suvra Ghosal, Samyadeep Basu, Soheil Feizi, Dinesh Manocha

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection?

Soumya Suvra Ghosal, Yiyou Sun, Yixuan Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Survey on the Possibilities & Impossibilities of AI-generated Text Detection.

Soumya Suvra Ghosal, Souradip Chakraborty, Jonas Geiping, Furong Huang, Dinesh Manocha, Amrit S. Bedi

Trans. Mach. Learn. Res., 2023

Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey.

Soumya Suvra Ghosal, Souradip Chakraborty, Jonas Geiping, Furong Huang, Dinesh Manocha, Amrit Singh Bedi

CoRR, 2023

Distributionally Robust Optimization with Probabilistic Group.

Soumya Suvra Ghosal, Yixuan Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Are Vision Transformers Robust to Spurious Correlations?

Soumya Suvra Ghosal, Yifei Ming, Yixuan Li

CoRR, 2022

A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection Using Compounded Corruptions.

Ramya Hebbalaguppe, Soumya Suvra Ghosal, Jatin Prakash, Harshad Khadilkar, Chetan Arora

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2020

Lung Nodule Classification Using Convolutional Autoencoder and Clustering Augmented Learning Method(CALM).

Soumya Suvra Ghosal, Indranil Sarkar, Issmail El Hallaoui

Proceedings of the ACM WSDM 2020 Health Search and Data Mining Workshop, 2020

ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences.

Soumya Suvra Ghosal, Deepak P, Anna Jurek-Loughrey

Proceedings of the iiWAS '20: The 22nd International Conference on Information Integration and Web-based Applications & Services, Virtual Event / Chiang Mai, Thailand, November 30, 2020

Novel Approach to Music Genre Classification using Clustering Augmented Learning Method (CALM).

Soumya Suvra Ghosal, Indranil Sarkar

Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, 2020

2019

A Deep Learning Approach to Predict Parking Occupancy using Cluster Augmented Learning Method.

Soumya Suvra Ghosal, Abderrahman Bani, Amine Amrouss, Issmail El Hallaoui

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Travel Time Prediction of Taxis using Tensor Factorization.

Soumya Suvra Ghosal

Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2019