Summary of Towards Foundation Models on Graphs: An Analysis on Cross-dataset Transfer Of Pretrained Gnns, by Fabrizio Frasca et al.
Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNsby Fabrizio Frasca,…
Summary of Can Stability Be Detrimental? Better Generalization Through Gradient Descent Instabilities, by Lawrence Wang et al.
Can Stability be Detrimental? Better Generalization through Gradient Descent Instabilitiesby Lawrence Wang, Stephen J. RobertsFirst…
Summary of Be More Diverse Than the Most Diverse: Online Selection Of Diverse Mixtures Of Generative Models, by Parham Rezaei et al.
Be More Diverse than the Most Diverse: Online Selection of Diverse Mixtures of Generative Modelsby…
Summary of Tracking the Feature Dynamics in Llm Training: a Mechanistic Study, by Yang Xu et al.
Tracking the Feature Dynamics in LLM Training: A Mechanistic Studyby Yang Xu, Yi Wang, Hao…
Summary of Rate Of Model Collapse in Recursive Training, by Ananda Theertha Suresh and Andrew Thangaraj and Aditya Nanda Kishore Khandavally
Rate of Model Collapse in Recursive Trainingby Ananda Theertha Suresh, Andrew Thangaraj, Aditya Nanda Kishore…
Summary of Benchmarking Generative Ai Models For Deep Learning Test Input Generation, by Maryam et al.
Benchmarking Generative AI Models for Deep Learning Test Input Generationby Maryam, Matteo Biagiola, Andrea Stocco,…
Summary of Cobra: Combinatorial Retrieval Augmentation For Few-shot Learning, by Arnav M. Das et al.
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Learningby Arnav M. Das, Gantavya Bhatt, Lilly Kumari, Sahil…
Summary of Non-convex Tensor Recovery From Local Measurements, by Tongle Wu et al.
Non-Convex Tensor Recovery from Local Measurementsby Tongle Wu, Ying Sun, Jicong FanFirst submitted to arxiv…
Summary of Exploiting Label Skewness For Spiking Neural Networks in Federated Learning, by Di Yu et al.
Exploiting Label Skewness for Spiking Neural Networks in Federated Learningby Di Yu, Xin Du, Linshan…
Summary of Improving Pareto Set Learning For Expensive Multi-objective Optimization Via Stein Variational Hypernetworks, by Minh-duc Nguyen et al.
Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworksby Minh-Duc Nguyen, Phuong…