Summary of Transformers Provably Learn Sparse Token Selection While Fully-connected Nets Cannot, by Zixuan Wang et al.
Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannotby Zixuan Wang, Stanley Wei, Daniel…
Summary of Unleashing the Denoising Capability Of Diffusion Prior For Solving Inverse Problems, by Jiawei Zhang et al.
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problemsby Jiawei Zhang, Jiaxin Zhuang,…
Summary of Stable Minima Cannot Overfit in Univariate Relu Networks: Generalization by Large Step Sizes, By Dan Qiao et al.
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizesby Dan Qiao,…
Summary of Latent Diffusion Model-enabled Low-latency Semantic Communication in the Presence Of Semantic Ambiguities and Wireless Channel Noises, by Jianhua Pei et al.
Latent Diffusion Model-Enabled Low-Latency Semantic Communication in the Presence of Semantic Ambiguities and Wireless Channel…
Summary of Differentiable Combinatorial Scheduling at Scale, by Mingju Liu et al.
Differentiable Combinatorial Scheduling at Scaleby Mingju Liu, Yingjie Li, Jiaqi Yin, Zhiru Zhang, Cunxi YuFirst…
Summary of An Improved Empirical Fisher Approximation For Natural Gradient Descent, by Xiaodong Wu et al.
An Improved Empirical Fisher Approximation for Natural Gradient Descentby Xiaodong Wu, Wenyi Yu, Chao Zhang,…
Summary of Computational and Statistical Guarantees For Tensor-on-tensor Regression with Tensor Train Decomposition, by Zhen Qin and Zhihui Zhu
Computational and Statistical Guarantees for Tensor-on-Tensor Regression with Tensor Train Decompositionby Zhen Qin, Zhihui ZhuFirst…
Summary of Symmetric Matrix Completion with Relu Sampling, by Huikang Liu et al.
Symmetric Matrix Completion with ReLU Samplingby Huikang Liu, Peng Wang, Longxiu Huang, Qing Qu, Laura…
Summary of Adversarial Flows: a Gradient Flow Characterization Of Adversarial Attacks, by Lukas Weigand et al.
Adversarial flows: A gradient flow characterization of adversarial attacksby Lukas Weigand, Tim Roith, Martin BurgerFirst…
Summary of Gradient Descent on Logistic Regression with Non-separable Data and Large Step Sizes, by Si Yi Meng et al.
Gradient Descent on Logistic Regression with Non-Separable Data and Large Step Sizesby Si Yi Meng,…