Soumya Suvra Ghosal

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Chance Constrained

Document Summarization

Robust Optimization

Top Venues

AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1)

Publications

Soumya Suvra Ghosal, Yixuan Li
Are Vision Transformers Robust to Spurious Correlations? Int. J. Comput. Vis. 132 (3) (2024)
Soumya Suvra Ghosal, Yiyou Sun, Yixuan Li
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? AAAI (2024)
Soumya Suvra Ghosal, Samyadeep Basu, Soheil Feizi, Dinesh Manocha
IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning. CoRR (2024)
Souradip Chakraborty, Soumya Suvra Ghosal, Ming Yin, Dinesh Manocha, Mengdi Wang, Amrit Singh Bedi, Furong Huang
Transfer Q Star: Principled Decoding for LLM Alignment. CoRR (2024)
Soumya Suvra Ghosal, Yixuan Li
Distributionally Robust Optimization with Probabilistic Group. AAAI (2023)
Soumya Suvra Ghosal, Yiyou Sun, Yixuan Li
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? CoRR (2023)
Soumya Suvra Ghosal, Souradip Chakraborty, Jonas Geiping, Furong Huang, Dinesh Manocha, Amrit S. Bedi
A Survey on the Possibilities & Impossibilities of AI-generated Text Detection. Trans. Mach. Learn. Res. 2023 (2023)
Soumya Suvra Ghosal, Yixuan Li
Distributionally Robust Optimization with Probabilistic Group. CoRR (2023)
Soumya Suvra Ghosal, Souradip Chakraborty, Jonas Geiping, Furong Huang, Dinesh Manocha, Amrit Singh Bedi
Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey. CoRR (2023)
Ramya Hebbalaguppe, Soumya Suvra Ghosal, Jatin Prakash, Harshad Khadilkar, Chetan Arora
A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection Using Compounded Corruptions. ECML/PKDD (3) (2022)
Soumya Suvra Ghosal, Yifei Ming, Yixuan Li
Are Vision Transformers Robust to Spurious Correlations? CoRR (2022)
Soumya Suvra Ghosal, Indranil Sarkar, Issmail El Hallaoui
Lung Nodule Classification Using Convolutional Autoencoder and Clustering Augmented Learning Method(CALM). HSDM@WSDM (2020)
Soumya Suvra Ghosal, Indranil Sarkar
Novel Approach to Music Genre Classification using Clustering Augmented Learning Method (CALM). AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) (2020)
Soumya Suvra Ghosal, Deepak P, Anna Jurek-Loughrey
ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences. CoRR (2020)
Soumya Suvra Ghosal, Deepak P, Anna Jurek-Loughrey
ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences. iiWAS (2020)
Soumya Suvra Ghosal
Travel Time Prediction of Taxis using Tensor Factorization. COMAD/CODS (2019)
Soumya Suvra Ghosal, Abderrahman Bani, Amine Amrouss, Issmail El Hallaoui
A Deep Learning Approach to Predict Parking Occupancy using Cluster Augmented Learning Method. ICDM Workshops (2019)