Neural Clamping: Joint Input Perturbation and Temperature Scaling for
Neural Network Calibration

Neural Clamping: Joint Input Perturbation and Temperature Scaling for Neural Network Calibration

23 September 2022

Tsung-Yi Ho

Papers citing "Neural Clamping: Joint Input Perturbation and Temperature Scaling for Neural Network Calibration"

9 / 9 papers shown

Title
When Does Visual Prompting Outperform Linear Probing for Vision-Language Models? A Likelihood Perspective Hsi-Ai Tsao Lei Hsiung Pin-Yu Chen Tsung-Yi Ho VPVLM LRM VLM 26 0 0 03 Sep 2024
AutoVP: An Automated Visual Prompting Framework and Benchmark Hsi-Ai Tsao Lei Hsiung Pin-Yu Chen Sijia Liu Tsung-Yi Ho VLM 14 18 0 12 Oct 2023
Dual Focal Loss for Calibration Linwei Tao Minjing Dong Chang Xu UQCV 37 26 0 23 May 2023
NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration Lei Hsiung Yu Tang Pin-Yu Chen Tsung-Yi Ho 4 2 0 29 Nov 2022
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning Pin-Yu Chen VLM 101 58 0 22 Feb 2022
Holistic Adversarial Robustness of Deep Learning Models Pin-Yu Chen Sijia Liu AAML 29 16 0 15 Feb 2022
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 161 645 0 27 Oct 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,592 0 04 May 2021
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 247 36,237 0 25 Aug 2016