Scanner: Efficient video analysis at scale A Poms, W Crichton, P Hanrahan, K Fatahalian ACM Transactions on Graphics (TOG) 37 (4), 1-13, 2018 | 92 | 2018 |
Mandoline: Model Evaluation under Distribution Shift M Chen, K Goel, NS Sohoni, F Poms, K Fatahalian, C Ré International Conference on Machine Learning, 1617-1629, 2021 | 86 | 2021 |
Learning Rare Category Classifiers on a Tight Labeling Budget RT Mullapudi, F Poms, WR Mark, D Ramanan, K Fatahalian Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 17 | 2021 |
Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories F Poms, V Sarukkai, RT Mullapudi, NS Sohoni, WR Mark, D Ramanan, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 9 | 2021 |
Learning patch reconstructability for accelerating multi-view stereo A Poms, C Wu, SI Yu, Y Sheikh Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 9 | 2018 |
R2E2: low-latency path tracing of terabyte-scale scenes using thousands of cloud CPUs S Fouladi, B Shacklett, F Poms, A Arora, A Ozdemir, D Raghavan, ... ACM Transactions on Graphics (TOG) 41 (4), 1-12, 2022 | 8 | 2022 |
Background Splitting: Finding Rare Classes in a Sea of Background RT Mullapudi, F Poms, WR Mark, D Ramanan, K Fatahalian Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 8 | 2021 |
Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings MF Chen, DY Fu, F Sala, S Wu, RT Mullapudi, F Poms, K Fatahalian, ... arXiv preprint arXiv:2006.15168, 2020 | 6 | 2020 |