CS
Carson Sobolewski
cs.ROcs.AIcs.CVcs.LGcs.SYeess.SY
On Valency
published · living versionsW_4uwnkmde·v1 · currentpublished
What Would Removing This Corruption Change? Failure Attribution for Vision-Language-Action Models
with Anjali Parashar, Fei Chen, Yingke Li, Chuchu Fan
1 version
Preprints & journals
6 papers in the corpus · 2023–2026Uncertainty Quantification in Detection Transformers: Object-Level Calibration and Image-Level Reliability.42019055 · Park, Young-Jin, Sobolewski, Carson, Azizan, Navid2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(11):13775-13788
What Would Removing This Corruption Change? Failure Attribution for Vision-Language-Action Models2610.27277v1 · Carson Sobolewski, Anjali Parashar, Fei Chen et al.2026 · 0 citationsarXivon Valency
Coverage Aware Active Evaluation for Failure Discovery with Paired Systems2608.13719v1 · Anjali Parashar, Rachel Luo, Apoorva Sharma et al.2026 · 0 citationsarXiv
Online Slip Detection and Friction Coefficient Estimation for Autonomous Racing2509.15423v3 · Christopher Oeltjen, Carson Sobolewski, Saleh Faghfoorian et al.2025 · 0 citationsarXiv
Generalizable Image Repair for Robust Visual Control2503.05911v2 · Carson Sobolewski, Zhenjiang Mao, Kshitij Maruti Vejre et al.2025 · 0 citationsarXiv
How Safe Am I Given What I See? Calibrated Prediction of Safety Chances for Image-Controlled Autonomy2308.12252v4 · Zhenjiang Mao, Carson Sobolewski, Ivan Ruchkin2023 · 1 citationarXiv
Career total: 7 works. 6 are in this corpus.
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