LaBonte, Tyler

6 publications

ICLRW 2025 On the Unreasonable Effectiveness of Last-Layer Retraining John Collins Hill, Tyler LaBonte, Xinchen Zhang, Vidya Muthukumar

AISTATS 2025 Task Shift: From Classification to Regression in Overparameterized Linear Models Tyler LaBonte, Kuo-Wei Lai, Vidya Muthukumar

NeurIPS 2024 The Group Robustness Is in the Details: Revisiting Finetuning Under Spurious Correlations Tyler LaBonte, John C. Hill, Xinchen Zhang, Vidya Muthukumar, Abhishek Kumar

WACV 2023 Scaling Novel Object Detection with Weakly Supervised Detection Transformers Tyler LaBonte, Yale Song, Xin Wang, Vibhav Vineet, Neel Joshi

NeurIPS 2023 Towards Last-Layer Retraining for Group Robustness with Fewer Annotations Tyler LaBonte, Vidya Muthukumar, Abhishek Kumar

NeurIPSW 2022 Dropout Disagreement: A Recipe for Group Robustness with Fewer Annotations Tyler LaBonte, Vidya Muthukumar, Abhishek Kumar