Summary of Gnns-to-mlps by Teacher Injection and Dirichlet Energy Distillation, By Ziang Zhou et al.
GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillationby Ziang Zhou, Zhihao Ding, Jieming Shi, Qing…
Summary of Deep Learning-based Approaches For State Space Models: a Selective Review, by Jiahe Lin et al.
Deep Learning-based Approaches for State Space Models: A Selective Reviewby Jiahe Lin, George MichailidisFirst submitted…
Summary of Neural Port-hamiltonian Differential Algebraic Equations For Compositional Learning Of Electrical Networks, by Cyrus Neary et al.
Neural Port-Hamiltonian Differential Algebraic Equations for Compositional Learning of Electrical Networksby Cyrus Neary, Nathan Tsao,…
Summary of Concept Learning in the Wild: Towards Algorithmic Understanding Of Neural Networks, by Elad Shoham et al.
Concept Learning in the Wild: Towards Algorithmic Understanding of Neural Networksby Elad Shoham, Hadar Cohen,…
Summary of Uni-adafocus: Spatial-temporal Dynamic Computation For Video Recognition, by Yulin Wang et al.
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognitionby Yulin Wang, Haoji Zhang, Yang Yue, Shiji Song,…
Summary of Trimllm: Progressive Layer Dropping For Domain-specific Llms, by Lanxiang Hu et al.
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMsby Lanxiang Hu, Tajana Rosing, Hao ZhangFirst submitted to…
Summary of Wasserstein Bounds For Generative Diffusion Models with Gaussian Tail Targets, by Xixian Wang et al.
Wasserstein Bounds for generative diffusion models with Gaussian tail targetsby Xixian Wang, Zhongjian WangFirst submitted…
Summary of Transformer-based Bearing Fault Detection Using Temporal Decomposition Attention Mechanism, by Marzieh Mirzaeibonehkhater et al.
Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanismby Marzieh Mirzaeibonehkhater, Mohammad Ali Labbaf-Khaniki, Mohammad…
Summary of Are Expressive Models Truly Necessary For Offline Rl?, by Guan Wang et al.
Are Expressive Models Truly Necessary for Offline RL?by Guan Wang, Haoyi Niu, Jianxiong Li, Li…
Summary of Prediction-enhanced Monte Carlo: a Machine Learning View on Control Variate, by Fengpei Li et al.
Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variateby Fengpei Li, Haoxian Chen, Jiahe…