Nahrstedt, Klara

5 publications

NeurIPS 2025 Fire360: A Benchmark for Robust Perception and Episodic Memory in Degraded 360° Firefighting Video Aditi Tiwari, Farzaneh Masoud, Dac Trong Nguyen, Jill Kraft, Heng Ji, Klara Nahrstedt

TMLR 2025 Improving Single-Round Active Adaptation: A Prediction Variability Perspective Xiaoyang Wang, Yibo Jacky Zhang, Olawale Elijah Salaudeen, Mingyuan Wu, Hongpeng Guo, Chaoyang He, Klara Nahrstedt, Sanmi Koyejo

TMLR 2024 Personalized Federated Learning with Spurious Features: An Adversarial Approach Xiaoyang Wang, Han Zhao, Klara Nahrstedt, Sanmi Koyejo

ECCV 2022 Hierarchical Semi-Supervised Contrastive Learning for Contamination-Resistant Anomaly Detection Gaoang Wang, Yibing Zhan, Xinchao Wang, Mingli Song, Klara Nahrstedt

CLeaR 2022 Identifying Coarse-Grained Independent Causal Mechanisms with Self-Supervision Xiaoyang Wang, Klara Nahrstedt, Oluwasanmi O Koyejo