Summary of Calibrating Multi-modal Representations: a Pursuit Of Group Robustness Without Annotations, by Chenyu You et al.
Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotationsby Chenyu You, Yifei Min, Weicheng…
Summary of Disentangling Policy From Offline Task Representation Learning Via Adversarial Data Augmentation, by Chengxing Jia et al.
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentationby Chengxing Jia, Fuxiang Zhang,…
Summary of Near-interpolators: Rapid Norm Growth and the Trade-off Between Interpolation and Generalization, by Yutong Wang et al.
Near-Interpolators: Rapid Norm Growth and the Trade-Off between Interpolation and Generalizationby Yutong Wang, Rishi Sonthalia,…
Summary of Impact Of Noisy Supervision in Foundation Model Learning, by Hao Chen et al.
Impact of Noisy Supervision in Foundation Model Learningby Hao Chen, Zihan Wang, Ran Tao, Hongxin…
Summary of Cood: Combined Out-of-distribution Detection Using Multiple Measures For Anomaly & Novel Class Detection in Large-scale Hierarchical Classification, by L. E. Hogeweg et al.
COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale…
Summary of On the Generalization Ability Of Unsupervised Pretraining, by Yuyang Deng et al.
On the Generalization Ability of Unsupervised Pretrainingby Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad MahdaviFirst…
Summary of Unveiling the Significance Of Toddler-inspired Reward Transition in Goal-oriented Reinforcement Learning, by Junseok Park et al.
Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learningby Junseok Park, Yoonsung Kim,…
Summary of Towards Robust Out-of-distribution Generalization Bounds Via Sharpness, by Yingtian Zou et al.
Towards Robust Out-of-Distribution Generalization Bounds via Sharpnessby Yingtian Zou, Kenji Kawaguchi, Yingnan Liu, Jiashuo Liu,…
Summary of Generalization Of Graph Neural Networks Through the Lens Of Homomorphism, by Shouheng Li et al.
Generalization of Graph Neural Networks through the Lens of Homomorphismby Shouheng Li, Dongwoo Kim, Qing…
Summary of Domain Adversarial Active Learning For Domain Generalization Classification, by Jianting Chen et al.
Domain Adversarial Active Learning for Domain Generalization Classificationby Jianting Chen, Ling Ding, Yunxiao Yang, Zaiyuan…