Multi-criteria online frame-subset selection for autonomous vehicle videos S Das, S Mandal, A Bhoyar, M Bharde, N Ganguly, S Bhattacharya, ... Pattern Recognition Letters 133, 349-355, 2020 | 12 | 2020 |
Map enhanced route travel time prediction using deep neural networks S Das, RN Kalava, KK Kumar, A Kandregula, K Suhaas, S Bhattacharya, ... arXiv preprint arXiv:1911.02623, 2019 | 12 | 2019 |
Finding High-Value Training Data Subset through Differentiable Convex Programming S Das, A Singh, S Chatterjee, S Bhattacharya, S Bhattacharya ECML PKDD 2021, 2021 | 8 | 2021 |
TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving S Das, H Patibandla, S Bhattacharya, K Bera, N Ganguly, S Bhattacharya Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 5 | 2021 |
Understanding the Mechanics and Dynamics of Memorisation in Large Language Models: A Case Study with Random Strings T Speicher, AM Khan, Q Wu, V Nanda, S Das, B Ghosh, KP Gummadi, ... | 1 | 2023 |
Accurate and efficient channel pruning via orthogonal matching pursuit K Purohit, A Parvathgari, S Das, S Bhattacharya Proceedings of the Second International Conference on AI-ML Systems, 1-8, 2022 | 1 | 2022 |
Towards Reliable Latent Knowledge Estimation in LLMs: In-Context Learning vs. Prompting Based Factual Knowledge Extraction Q Wu, MA Khan, S Das, V Nanda, B Ghosh, C Kolling, T Speicher, ... arXiv preprint arXiv:2404.12957, 2024 | | 2024 |
VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI S Das, S Nag, S Sharma, S Bhattacharya, S Bhattacharya arXiv preprint arXiv:2403.05174, 2024 | | 2024 |
LearnDefend: Learning to Defend against Targeted Model-Poisoning Attacks on Federated Learning K Purohit, S Das, S Bhattacharya, S Rana arXiv preprint arXiv:2305.02022, 2023 | | 2023 |
CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection S Das, M Sagarkar, S Bhattacharya, S Bhattacharya arXiv preprint arXiv:2203.06814, 2022 | | 2022 |