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ORCIDSoumya Suvra Ghosal
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Journal Articles
- 2024
[j2]Soumya Suvra Ghosal
, Yixuan Li:
Are Vision Transformers Robust to Spurious Correlations? Int. J. Comput. Vis. 132(3): 689-709 (2024)- 2023
- [j1]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)
Conference and Workshop Papers
- 2024
- [c8]Soumya Suvra Ghosal, Yiyou Sun, Yixuan Li:
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? AAAI 2024: 19849-19857 - 2023
- [c7]Soumya Suvra Ghosal, Yixuan Li:
Distributionally Robust Optimization with Probabilistic Group. AAAI 2023: 11809-11817 - 2022
- [c6]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: 529-545 - 2020
- [c5]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 - [c4]Soumya Suvra Ghosal, Deepak P, Anna Jurek-Loughrey:
ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences. iiWAS 2020: 47-54 - [c3]Soumya Suvra Ghosal, Indranil Sarkar, Issmail El Hallaoui:
Lung Nodule Classification Using Convolutional Autoencoder and Clustering Augmented Learning Method(CALM). HSDM@WSDM 2020: 19-26 - 2019
- [c2]Soumya Suvra Ghosal:
Travel Time Prediction of Taxis using Tensor Factorization. COMAD/CODS 2019: 314-317 - [c1]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: 581-586
Informal and Other Publications
- 2024
- [i7]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 abs/2405.20495 (2024) - [i6]Soumya Suvra Ghosal, Samyadeep Basu, Soheil Feizi, Dinesh Manocha:
IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning. CoRR abs/2406.13683 (2024) - 2023
- [i5]Soumya Suvra Ghosal, Yixuan Li:
Distributionally Robust Optimization with Probabilistic Group. CoRR abs/2303.05809 (2023) - [i4]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 abs/2310.15264 (2023) - [i3]Soumya Suvra Ghosal, Yiyou Sun, Yixuan Li:
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? CoRR abs/2312.14452 (2023) - 2022
- [i2]Soumya Suvra Ghosal, Yifei Ming, Yixuan Li:
Are Vision Transformers Robust to Spurious Correlations? CoRR abs/2203.09125 (2022) - 2020
- [i1]Soumya Suvra Ghosal, Deepak P, Anna Jurek-Loughrey:
ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences. CoRR abs/2010.10836 (2020)
Coauthor Index
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