Harnessing Hard Mixed Samples with Decoupled Regularizer

Harnessing Hard Mixed Samples with Decoupled Regularizer

21 March 2022

Zicheng Liu

Siyuan Li

Cheng Tan

Lirong Wu

Stan Z. Li

Papers citing "Harnessing Hard Mixed Samples with Decoupled Regularizer"

18 / 18 papers shown

Title
SUMix: Mixup with Semantic and Uncertain Information Huafeng Qin Xin Jin Hongyu Zhu Hongchao Liao M. El-Yacoubi Xinbo Gao UQCV 18 5 0 10 Jul 2024
Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment Heejin Do Wonjun Lee Gary Geunbae Lee 19 0 0 22 Jun 2024
Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences Zicheng Liu Siyuan Li Li Wang Zedong Wang Yunfan Liu Stan Z. Li 20 7 0 12 Jun 2024
StarLKNet: Star Mixup with Large Kernel Networks for Palm Vein Identification Xin Jin Hongyu Zhu M. El-Yacoubi Hongchao Liao Huafeng Qin Yun Jiang 23 6 0 21 May 2024
Enhancing Protein Predictive Models via Proteins Data Augmentation: A Benchmark and New Directions Rui Sun Lirong Wu Haitao Lin Yufei Huang Stan Z. Li 12 1 0 01 Mar 2024
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training Cheng Tan Jingxuan Wei Zhangyang Gao Linzhuang Sun Siyuan Li Ruifeng Guo Xihong Yang Stan Z. Li LRM 14 7 0 23 Nov 2023
SemiReward: A General Reward Model for Semi-supervised Learning Siyuan Li Weiyang Jin Zedong Wang Fang Wu Zicheng Liu Cheng Tan Stan Z. Li 10 9 0 04 Oct 2023
Semi-supervised learning made simple with self-supervised clustering Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 18 24 0 13 Jun 2023
GoogLe2Net: Going Transverse with Convolutions Yuanpeng He 9 2 0 01 Jan 2023
SMMix: Self-Motivated Image Mixing for Vision Transformers Mengzhao Chen Mingbao Lin Zhihang Lin Yu-xin Zhang Fei Chao Rongrong Ji 23 10 0 26 Dec 2022
DLME: Deep Local-flatness Manifold Embedding Z. Zang Siyuan Li Di Wu Ge Wang Lei Shang Baigui Sun Haoyang Li Stan Z. Li 11 24 0 07 Jul 2022
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning Yidong Wang Hao Chen Qiang Heng Wenxin Hou Yue Fan ... Marios Savvides T. Shinozaki Bhiksha Raj Bernt Schiele Xing Xie 170 251 0 15 May 2022
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Jindong Wang Manabu Okumura T. Shinozaki AAML 201 848 0 15 Oct 2021
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 196 477 0 01 Oct 2021
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 246 512 0 21 May 2021
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity Jang-Hyun Kim Wonho Choo Hosan Jeong Hyun Oh Song 195 173 0 05 Feb 2021
Mixup Without Hesitation Hao Yu Huanyu Wang Jianxin Wu VLM 21 21 0 12 Jan 2021
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016