Summary of Interpreting What Typical Fault Signals Look Like Via Prototype-matching, by Qian Chen and Xingjian Dong and Zhike Peng
Interpreting What Typical Fault Signals Look Like via Prototype-matchingby Qian Chen, Xingjian Dong, Zhike PengFirst…
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 Benign Overfitting in Leaky Relu Networks with Moderate Input Dimension, by Kedar Karhadkar et al.
Benign overfitting in leaky ReLU networks with moderate input dimensionby Kedar Karhadkar, Erin George, Michael…
Summary of Advancing Graph Neural Networks with Hl-hgat: a Hodge-laplacian and Attention Mechanism Approach For Heterogeneous Graph-structured Data, by Jinghan Huang et al.
Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured…
Summary of A Differential Geometric View and Explainability Of Gnn on Evolving Graphs, by Yazheng Liu et al.
A Differential Geometric View and Explainability of GNN on Evolving Graphsby Yazheng Liu, Xi Zhang,…
Summary of Decentralized and Lifelong-adaptive Multi-agent Collaborative Learning, by Shuo Tang et al.
Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learningby Shuo Tang, Rui Ye, Chenxin Xu, Xiaowen Dong, Siheng…
Summary of Distributionally Generative Augmentation For Fair Facial Attribute Classification, by Fengda Zhang et al.
Distributionally Generative Augmentation for Fair Facial Attribute Classificationby Fengda Zhang, Qianpei He, Kun Kuang, Jiashuo…
Summary of Unpacking Tokenization: Evaluating Text Compression and Its Correlation with Model Performance, by Omer Goldman et al.
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performanceby Omer Goldman, Avi Caciularu,…
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,…