| NITCAD-Developing an object detection, classification and stereo vision dataset for autonomous navigation in Indian roads NGSS Srinath, AZ Joseph, S Umamaheswaran, CL Priyanka, M Nair, ... Procedia Computer Science 171, 207-216, 2020 | 20 | 2020 |
| RICA: Rubric-Informed, Calibrated Assessment of Actions A Majeedi, VR Gajjala, SSSN GNVV, Y Li European Conference on Computer Vision, 143-161, 2024 | 17 | 2024 |
| The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models SSS Namburi, M Sreedhar, S Srinivasan, F Sala Empirical Methods in Natural Language Processing (EMNLP) Findings, 2023, 2023 | 13 | 2023 |
| Pearls from pebbles: Improved confidence functions for auto-labeling H Vishwakarma, Y Chen, SJ Tay, SSS Namburi, F Sala, ... Advances in Neural Information Processing Systems 37, 15983-16015, 2024 | 7 | 2024 |
| Stereo vision based speed estimation for autonomous driving S Umamaheswaran, M Nair, AZ Joseph, NGSS Srinath, CL Priyanka, ... 2019 International Conference on Information Technology (ICIT), 201-205, 2019 | 6 | 2019 |
| Correlating instruction-tuning (in multimodal models) with vision-language processing (in the brain) SR Oota, A Jindal, I Mondal, K Pahwa, SSS Namburi, M Shrivastava, ... International Conference on Learning Representations (ICLR) 2025, 2025 | 3 | 2025 |
| Tabby: Tabular Data Synthesis with Language Models S Cromp, SSSN GNVV, M Alkhudhayri, C Cao, S Guo, N Roberts, F Sala Transactions on Machine Learning Research (TMLR) 2025, 2025 | 3* | 2025 |
| Pretrained hybrids with mad skills N Roberts, S Guo, Z Gao, SSSN GNVV, S Cromp, C Wu, C Duan, F Sala Conference on Language Modeling (COLM) 2025, 2024 | 3 | 2024 |
| Rethinking Confidence Scores and Thresholds in Pseudolabeling-based SSL H Vishwakarma, Y Chen, SSSN GNVV, SJ Tay, RK Vinayak, F Sala Forty-second International Conference on Machine Learning, 0 | 3* | |
| Instruction-Tuned Video-Audio Models Elucidate Functional Specialization in the Brain SR Oota, K Pahwa, P Jindal, SSS Namburi, M Singh, T Chakraborty, ... arXiv preprint arXiv:2506.08277, 2025 | | 2025 |
| LETS Forecast: Learning Embedology for Time Series Forecasting A Majeedi, VR Gajjala, SSSN GNVV, NM Elkordi, Y Li International Conference on Machine Learning (ICML) 2025, 2025 | | 2025 |
| R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training A Ge, TH Huang, J Cooper, A Trost, Z Chu, SSSN GNVV, Z Cai, K Park, ... arXiv preprint arXiv:2505.00358, 2025 | | 2025 |
| Compressed but Compromised? A Study of Jailbreaking in Compressed LLMs SSSN GNVV, AJ Boyd, A Warrington Lock-LLM Workshop: Prevent Unauthorized Knowledge Use from Large Language Models, 2025 | | 2025 |
| Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis S Cromp, SSSN GNVV, M Alkhudhayri, C Cao, S Guo, N Roberts, F Sala Transactions on Machine Learning Research, 0 | | |
| From Many Voices to One: A Statistically Principled Aggregation of LLM Judges J Zhao, C Shin, TH Huang, SSSN GNVV, F Sala NeurIPS 2025 Workshop: Reliable ML from Unreliable Data, 0 | | |
Frederic SalaAssistant Professor, University of WisconsinVerified email at cs.wisc.edu
