Summary of Towards Understanding How Attention Mechanism Works in Deep Learning, by Tianyu Ruan and Shihua Zhang
Towards understanding how attention mechanism works in deep learningby Tianyu Ruan, Shihua ZhangFirst submitted to…
Summary of Navigating Data Corruption in Machine Learning: Balancing Quality, Quantity, and Imputation Strategies, by Qi Liu and Wanjing Ma
Navigating Data Corruption in Machine Learning: Balancing Quality, Quantity, and Imputation Strategiesby Qi Liu, Wanjing…
Summary of Quo Vadis, Anomaly Detection? Llms and Vlms in the Spotlight, by Xi Ding and Lei Wang
Quo Vadis, Anomaly Detection? LLMs and VLMs in the Spotlightby Xi Ding, Lei WangFirst submitted…
Summary of Famebias: Embedding Manipulation Bias Attack in Text-to-image Models, by Jaechul Roh et al.
FameBias: Embedding Manipulation Bias Attack in Text-to-Image Modelsby Jaechul Roh, Andrew Yuan, Jinsong MaoFirst submitted…
Summary of Data-driven Self-supervised Graph Representation Learning, by Ahmed E. Samy et al.
Data-Driven Self-Supervised Graph Representation Learningby Ahmed E. Samy, Zekarias T. Kefatoa, Sarunas GirdzijauskasaFirst submitted to…
Summary of Mitigating Label Noise Using Prompt-based Hyperbolic Meta-learning in Open-set Domain Generalization, by Kunyu Peng et al.
Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalizationby Kunyu Peng, Di Wen,…
Summary of Handling Spatial-temporal Data Heterogeneity For Federated Continual Learning Via Tail Anchor, by Hao Yu et al.
Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchorby Hao Yu, Xin Yang,…
Summary of Exploring Graph Mamba: a Comprehensive Survey on State-space Models For Graph Learning, by Safa Ben Atitallah et al.
Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learningby Safa Ben Atitallah,…
Summary of Point-deeponet: a Deep Operator Network Integrating Pointnet For Nonlinear Analysis Of Non-parametric 3d Geometries and Load Conditions, by Jangseop Park and Namwoo Kang
Point-DeepONet: A Deep Operator Network Integrating PointNet for Nonlinear Analysis of Non-Parametric 3D Geometries and…
Summary of Hypergraph Attacks Via Injecting Homogeneous Nodes Into Elite Hyperedges, by Meixia He et al.
Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedgesby Meixia He, Peican Zhu, Keke Tang,…