SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks. - Arna Ghosh; Biswarup Bhattacharya; Somnath Basu Roy Chowdhury (CoRR, 2016)

Handwriting Profiling Using Generative Adversarial Networks. - Arna Ghosh; Biswarup Bhattacharya; Somnath Basu Roy Chowdhury (AAAI, 2017)

Location Optimization of ATM Networks. - Somnath Basu Roy Chowdhury; Biswarup Bhattacharya; Sumit Agarwal (CoRR, 2017)

SIMILARnet: Simultaneous Intelligent Localization and Recognition Network. - Arna Ghosh; Biswarup Bhattacharya; Somnath Basu Roy Chowdhury (CoRR, 2017)

Training Autoencoders in Sparse Domain. - Biswarup Bhattacharya; Arna Ghosh; Somnath Basu Roy Chowdhury (AAAI, 2018)

AdGAP: Advanced Global Average Pooling. - Arna Ghosh; Biswarup Bhattacharya; Somnath Basu Roy Chowdhury (AAAI, 2018)

Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing. - K. M. Annervaz; Somnath Basu Roy Chowdhury; Ambedkar Dukkipati (NAACL-HLT, 2018)

Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing. - Somnath Basu Roy Chowdhury; K. M. Annervaz; Ambedkar Dukkipati (DeepLo@EMNLP-IJCNLP, 2019)

Is Everything in Order? A Simple Way to Order Sentences. - Somnath Basu Roy Chowdhury; Faeze Brahman; Snigdha Chaturvedi (EMNLP (1), 2021)

Adversarial Scrubbing of Demographic Information for Text Classification. - Somnath Basu Roy Chowdhury; Sayan Ghosh; Yiyuan Li; Junier Oliva; Shashank Srivastava; Snigdha Chaturvedi (EMNLP (1), 2021)

Reformulating Sentence Ordering as Conditional Text Generation. - Somnath Basu Roy Chowdhury; Faeze Brahman; Snigdha Chaturvedi (CoRR, 2021)

Does Commonsense help in detecting Sarcasm? - Somnath Basu Roy Chowdhury; Snigdha Chaturvedi (CoRR, 2021)

Unsupervised Extractive Opinion Summarization Using Sparse Coding. - Somnath Basu Roy Chowdhury; Chao Zhao 002; Snigdha Chaturvedi (ACL (1), 2022)

Read Top News First: A Document Reordering Approach for Multi-Document News Summarization. - Chao Zhao 002; Tenghao Huang; Somnath Basu Roy Chowdhury; Muthu Kumar Chandrasekaran; Kathleen R. McKeown; Snigdha Chaturvedi (ACL (Findings), 2022)

Learning Fair Representations via Rate-Distortion Maximization. - Somnath Basu Roy Chowdhury; Snigdha Chaturvedi (Trans. Assoc. Comput. Linguistics, 2022)

Sustaining Fairness via Incremental Learning. - Somnath Basu Roy Chowdhury; Snigdha Chaturvedi (AAAI, 2023)

Aspect-aware Unsupervised Extractive Opinion Summarization. - Haoyuan Li; Somnath Basu Roy Chowdhury; Snigdha Chaturvedi (ACL (Findings), 2023)

Unsupervised Opinion Summarization Using Approximate Geodesics. - Somnath Basu Roy Chowdhury; Nicholas Monath; Avinava Dubey; Amr Ahmed 001; Snigdha Chaturvedi (EMNLP (Findings), 2023)

Efficient Graph Field Integrators Meet Point Clouds. - Krzysztof Marcin Choromanski; Arijit Sehanobish; Han Lin; Yunfan Zhao; Eli Berger; Tetiana Parshakova; Alvin Pan; David Watkins; Tianyi Zhang; Valerii Likhosherstov; Somnath Basu Roy Chowdhury; Kumar Avinava Dubey; et al. (ICML, 2023)

Robust Concept Erasure via Kernelized Rate-Distortion Maximization. - Somnath Basu Roy Chowdhury; Nicholas Monath; Kumar Avinava Dubey; Amr Ahmed 001; Snigdha Chaturvedi (NeurIPS, 2023)

Enhancing Group Fairness in Online Settings Using Oblique Decision Forests. - Somnath Basu Roy Chowdhury; Nicholas Monath; Ahmad Beirami; Rahul Kidambi; Kumar Avinava Dubey; Amr Ahmed 001; Snigdha Chaturvedi (ICLR, 2024)

Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity. - Jake Varley; Sumeet Singh; Deepali Jain; Krzysztof Choromanski; Andy Zeng 001; Somnath Basu Roy Chowdhury; Avinava Dubey; Vikas Sindhwani (IROS, 2024)

Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers. - Krzysztof Marcin Choromanski; Arijit Sehanobish; Somnath Basu Roy Chowdhury; Han Lin; Kumar Avinava Dubey; Tamás Sarlós; Snigdha Chaturvedi (NeurIPS, 2024)

Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning. - Arijit Sehanobish; Kumar Avinava Dubey; Krzysztof Marcin Choromanski; Somnath Basu Roy Chowdhury; Deepali Jain; Vikas Sindhwani; Snigdha Chaturvedi (NeurIPS, 2024)

Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning. - Arijit Sehanobish; Avinava Dubey; Krzysztof Choromanski; Somnath Basu Roy Chowdhury; Deepali Jain; Vikas Sindhwani; Snigdha Chaturvedi (CoRR, 2024)

Incremental Extractive Opinion Summarization Using Cover Trees. - Somnath Basu Roy Chowdhury; Nicholas Monath; Kumar Avinava Dubey; Manzil Zaheer; Andrew McCallum; Amr Ahmed 001; Snigdha Chaturvedi (Trans. Mach. Learn. Res., 2024)

Fundamental Limits of Perfect Concept Erasure. - Somnath Basu Roy Chowdhury; Kumar Avinava Dubey; Ahmad Beirami; Rahul Kidambi; Nicholas Monath; Amr Ahmed 001; Snigdha Chaturvedi (AISTATS, 2025)

Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning. - Somnath Basu Roy Chowdhury; Krzysztof Marcin Choromanski; Arijit Sehanobish; Kumar Avinava Dubey; Snigdha Chaturvedi (ICLR, 2025)

Exploring Safety-Utility Trade-Offs in Personalized Language Models. - Anvesh Rao Vijjini; Somnath Basu Roy Chowdhury; Snigdha Chaturvedi (NAACL (Long Papers), 2025)