Summary of Understanding the Role Of Equivariance in Self-supervised Learning, by Yifei Wang et al.
Understanding the Role of Equivariance in Self-supervised Learningby Yifei Wang, Kaiwen Hu, Sharut Gupta, Ziyu…
Summary of When Are Dynamical Systems Learned From Time Series Data Statistically Accurate?, by Jeongjin Park and Nicole Yang and Nisha Chandramoorthy
When are dynamical systems learned from time series data statistically accurate?by Jeongjin Park, Nicole Yang,…
Summary of Activation Map Compression Through Tensor Decomposition For Deep Learning, by Le-trung Nguyen et al.
Activation Map Compression through Tensor Decomposition for Deep Learningby Le-Trung Nguyen, Aël Quélennec, Enzo Tartaglione,…
Summary of State Chrono Representation For Enhancing Generalization in Reinforcement Learning, by Jianda Chen et al.
State Chrono Representation for Enhancing Generalization in Reinforcement Learningby Jianda Chen, Wen Zheng Terence Ng,…
Summary of Early Prediction Of Natural Gas Pipeline Leaks Using the Mktcn Model, by Xuguang Li and Zhonglin Zuo and Zheng Dong and Yang Yang
Early Prediction of Natural Gas Pipeline Leaks Using the MKTCN Modelby Xuguang Li, Zhonglin Zuo,…
Summary of Multi-view Majority Vote Learning Algorithms: Direct Minimization Of Pac-bayesian Bounds, by Mehdi Hennequin et al.
Multi-View Majority Vote Learning Algorithms: Direct Minimization of PAC-Bayesian Boundsby Mehdi Hennequin, Abdelkrim Zitouni, Khalid…
Summary of Quantifying Artificial Intelligence Through Algebraic Generalization, by Takuya Ito et al.
Quantifying artificial intelligence through algebraic generalizationby Takuya Ito, Murray Campbell, Lior Horesh, Tim Klinger, Parikshit…
Summary of Cglearn: Consistent Gradient-based Learning For Out-of-distribution Generalization, by Jawad Chowdhury et al.
CGLearn: Consistent Gradient-Based Learning for Out-of-Distribution Generalizationby Jawad Chowdhury, Gabriel TerejanuFirst submitted to arxiv on:…
Summary of Gft: Graph Foundation Model with Transferable Tree Vocabulary, by Zehong Wang et al.
GFT: Graph Foundation Model with Transferable Tree Vocabularyby Zehong Wang, Zheyuan Zhang, Nitesh V Chawla,…
Summary of Stars: Sensor-agnostic Transformer Architecture For Remote Sensing, by Ethan King et al.
STARS: Sensor-agnostic Transformer Architecture for Remote Sensingby Ethan King, Jaime Rodriguez, Diego Llanes, Timothy Doster,…