Compressing Model with Few Class-Imbalance Samples: An Out-of-Distribution Expedition

Compressing Model with Few Class-Imbalance Samples: An Out-of-Distribution Expedition

9 February 2025

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Papers citing "Compressing Model with Few Class-Imbalance Samples: An Out-of-Distribution Expedition"

13 / 13 papers shown

Title
Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets Hongxin Wei Lue Tao Renchunzi Xie Lei Feng Bo An OODD 64 39 0 17 Jun 2022
Practical Network Acceleration with Tiny Sets G. Wang Jianxin Wu 92 11 0 16 Feb 2022
Compressing Models with Few Samples: Mimicking then Replacing Huanyu Wang Junjie Liu Xin Ma Yang Yong Z. Chai Jianxin Wu VLM OffRL 61 14 0 07 Jan 2022
Few-Shot Learning with Class Imbalance Mateusz Ochal Massimiliano Patacchiola Amos Storkey Jose Vazquez Sen Wang 109 37 0 07 Jan 2021
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 309 804 0 05 Dec 2019
Few Shot Network Compression via Cross Distillation Haoli Bai Jiaxiang Wu Irwin King Michael Lyu FedML 86 60 0 21 Nov 2019
Data-Free Quantization Through Weight Equalization and Bias Correction Markus Nagel M. V. Baalen Tijmen Blankevoort Max Welling MQ 77 515 0 11 Jun 2019
Channel Pruning for Accelerating Very Deep Neural Networks Yihui He Xiangyu Zhang Jian Sun 224 2,534 0 19 Jul 2017
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon Xin Luna Dong Shangyu Chen Sinno Jialin Pan 195 507 0 22 May 2017
Pruning Filters for Efficient ConvNets Hao Li Asim Kadav Igor Durdanovic H. Samet H. Graf 3DPC 202 3,707 0 31 Aug 2016
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 367 19,784 0 09 Mar 2015
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 340 3,910 0 19 Dec 2014
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 390 25,799 0 09 Jun 2011