Summary of Approaching Deep Learning Through the Spectral Dynamics Of Weights, by David Yunis et al.
Approaching Deep Learning through the Spectral Dynamics of Weightsby David Yunis, Kumar Kshitij Patel, Samuel…
Summary of Improving Calibration by Relating Focal Loss, Temperature Scaling, and Properness, By Viacheslav Komisarenko and Meelis Kull
Improving Calibration by Relating Focal Loss, Temperature Scaling, and Propernessby Viacheslav Komisarenko, Meelis KullFirst submitted…
Summary of Automatic Dataset Construction (adc): Sample Collection, Data Curation, and Beyond, by Minghao Liu et al.
Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyondby Minghao Liu, Zonglin Di, Jiaheng…
Summary of Leveraging Superfluous Information in Contrastive Representation Learning, by Xuechu Yu
Leveraging Superfluous Information in Contrastive Representation Learningby Xuechu YuFirst submitted to arxiv on: 19 Aug…
Summary of Smile: Zero-shot Sparse Mixture Of Low-rank Experts Construction From Pre-trained Foundation Models, by Anke Tang et al.
SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Modelsby Anke Tang, Li…
Summary of On the Improvement Of Generalization and Stability Of Forward-only Learning Via Neural Polarization, by Erik B. Terres-escudero et al.
On the Improvement of Generalization and Stability of Forward-Only Learning via Neural Polarizationby Erik B.…
Summary of Narrowing the Focus: Learned Optimizers For Pretrained Models, by Gus Kristiansen et al.
Narrowing the Focus: Learned Optimizers for Pretrained Modelsby Gus Kristiansen, Mark Sandler, Andrey Zhmoginov, Nolan…
Summary of Learning to Explore For Stochastic Gradient Mcmc, by Seunghyun Kim et al.
Learning to Explore for Stochastic Gradient MCMCby SeungHyun Kim, Seohyeon Jung, Seonghyeon Kim, Juho LeeFirst…
Summary of Levis: Large Exact Verifiable Input Spaces For Neural Networks, by Mohamad Fares El Hajj Chehade et al.
LEVIS: Large Exact Verifiable Input Spaces for Neural Networksby Mohamad Fares El Hajj Chehade, Brian…
Summary of Activation Space Selectable Kolmogorov-arnold Networks, by Zhuoqin Yang et al.
Activation Space Selectable Kolmogorov-Arnold Networksby Zhuoqin Yang, Jiansong Zhang, Xiaoling Luo, Zheng Lu, Linlin ShenFirst…