Summary of Select: a Large-scale Benchmark Of Data Curation Strategies For Image Classification, by Benjamin Feuer et al.
SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classificationby Benjamin Feuer, Jiawei Xu,…
Summary of Control-oriented Clustering Of Visual Latent Representation, by Han Qi et al.
Control-oriented Clustering of Visual Latent Representationby Han Qi, Haocheng Yin, Heng YangFirst submitted to arxiv…
Summary of Interpret Your Decision: Logical Reasoning Regularization For Generalization in Visual Classification, by Zhaorui Tan et al.
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classificationby Zhaorui Tan, Xi Yang,…
Summary of Model Developmental Safety: a Retention-centric Method and Applications in Vision-language Models, by Gang Li et al.
Model Developmental Safety: A Retention-Centric Method and Applications in Vision-Language Modelsby Gang Li, Wendi Yu,…
Summary of Classification-denoising Networks, by Louis Thiry and Florentin Guth
Classification-Denoising Networksby Louis Thiry, Florentin GuthFirst submitted to arxiv on: 4 Oct 2024CategoriesMain: Computer Vision…
Summary of On Expert Estimation in Hierarchical Mixture Of Experts: Beyond Softmax Gating Functions, by Huy Nguyen and Xing Han and Carl Harris and Suchi Saria and Nhat Ho
On Expert Estimation in Hierarchical Mixture of Experts: Beyond Softmax Gating Functionsby Huy Nguyen, Xing…
Summary of Lie Algebra Canonicalization: Equivariant Neural Operators Under Arbitrary Lie Groups, by Zakhar Shumaylov et al.
Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groupsby Zakhar Shumaylov, Peter Zaika, James…
Summary of Bissl: a Bilevel Optimization Framework For Enhancing the Alignment Between Self-supervised Pre-training and Downstream Fine-tuning, by Gustav Wagner Zakarias et al.
BiSSL: A Bilevel Optimization Framework for Enhancing the Alignment Between Self-Supervised Pre-Training and Downstream Fine-Tuningby…
Summary of Kolmogorov-arnold Network Autoencoders, by Mohammadamin Moradi et al.
Kolmogorov-Arnold Network Autoencodersby Mohammadamin Moradi, Shirin Panahi, Erik Bollt, Ying-Cheng LaiFirst submitted to arxiv on:…
Summary of Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-time, by Chiao-an Yang et al.
Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Timeby Chiao-An Yang, Ziwei Liu,…