Summary of Don’t Label Twice: Quantity Beats Quality When Comparing Binary Classifiers on a Budget, by Florian E. Dorner and Moritz Hardt
Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budgetby Florian E.…
Summary of Sudokusens: Enhancing Deep Learning Robustness For Iot Sensing Applications Using a Generative Approach, by Tianshi Wang et al.
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approachby Tianshi Wang,…
Summary of Selecting Large Language Model to Fine-tune Via Rectified Scaling Law, by Haowei Lin et al.
Selecting Large Language Model to Fine-tune via Rectified Scaling Lawby Haowei Lin, Baizhou Huang, Haotian…
Summary of Future Directions in the Theory Of Graph Machine Learning, by Christopher Morris et al.
Future Directions in the Theory of Graph Machine Learningby Christopher Morris, Fabrizio Frasca, Nadav Dym,…
Summary of Your Diffusion Model Is Secretly a Certifiably Robust Classifier, by Huanran Chen et al.
Your Diffusion Model is Secretly a Certifiably Robust Classifierby Huanran Chen, Yinpeng Dong, Shitong Shao,…
Summary of Emergency Computing: An Adaptive Collaborative Inference Method Based on Hierarchical Reinforcement Learning, by Weiqi Fu et al.
Emergency Computing: An Adaptive Collaborative Inference Method Based on Hierarchical Reinforcement Learningby Weiqi Fu, Lianming…
Summary of Evaluating the Robustness Of Off-road Autonomous Driving Segmentation Against Adversarial Attacks: a Dataset-centric Analysis, by Pankaj Deoli et al.
Evaluating the Robustness of Off-Road Autonomous Driving Segmentation against Adversarial Attacks: A Dataset-Centric analysisby Pankaj…
Summary of On the Exploitation Of Dct-traces in the Generative-ai Domain, by Orazio Pontorno (1) et al.
On the Exploitation of DCT-Traces in the Generative-AI Domainby Orazio Pontorno, Luca Guarnera, Sebastiano BattiatoFirst…
Summary of Unlearnable Examples For Time Series, by Yujing Jiang et al.
Unlearnable Examples For Time Seriesby Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, James BaileyFirst submitted…
Summary of Alpha-divergence Loss Function For Neural Density Ratio Estimation, by Yoshiaki Kitazawa
Alpha-divergence loss function for neural density ratio estimationby Yoshiaki KitazawaFirst submitted to arxiv on: 3…