mixup: Beyond Empirical Risk Minimization

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

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Title
MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Xiangjin Xie Y. Chen Ruipeng Wang Kai Ouyang Zihan Zhang ... Buyue Qian Hansen Zheng Bo Hu Chengxiang Zhuo Zang Li 68 3 0 12 Feb 2025
Generative Risk Minimization for Out-of-Distribution Generalization on Graphs Song Wang Zhen Tan Yaochen Zhu Chuxu Zhang Jundong Li OOD 98 0 0 11 Feb 2025
Early Stopping Against Label Noise Without Validation Data Suqin Yuan Lei Feng Tongliang Liu NoLa 96 14 0 11 Feb 2025
Spectral-factorized Positive-definite Curvature Learning for NN Training Wu Lin Felix Dangel Runa Eschenhagen Juhan Bae Richard E. Turner Roger B. Grosse 47 0 0 10 Feb 2025
Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization Improves Industrial-Scale Ads Ranking Ilqar Ramazanli Hamid Eghbalzadeh Xiaoyi Liu Yang Wang Jiaxiang Fu Kaushik Rangadurai Sem Park Bo Long Xue Feng 48 0 0 05 Feb 2025
Error Distribution Smoothing:Advancing Low-Dimensional Imbalanced Regression Donghe Chen Jiaxuan Yue Tengjie Zheng Lanxuan Wang Lin Cheng UQCV 90 1 0 04 Feb 2025
MoireDB: Formula-generated Interference-fringe Image Dataset Yuto Matsuo Ryo Hayamizu Hirokatsu Kataoka Akio Nakamura 37 0 0 03 Feb 2025
BrainOOD: Out-of-distribution Generalizable Brain Network Analysis Jiaxing Xu Yongqiang Chen Xia Dong Mengcheng Lan Tiancheng Huang Qingtian Bian James Cheng Yiping Ke OOD 68 0 0 02 Feb 2025
Machine Learning Fairness for Depression Detection using EEG Data Angus Man Ho Kwok Jiaee Cheong Sinan Kalkan Hatice Gunes 41 0 0 30 Jan 2025
FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment Sunny Gupta Vinay Sutar Varunav Singh Amit Sethi 41 0 0 28 Jan 2025
Variational Bayesian Adaptive Learning of Deep Latent Variables for Acoustic Knowledge Transfer Hu Hu Sabato Marco Siniscalchi Chao-Han Huck Yang Chin-Hui Lee 65 0 0 28 Jan 2025
Large Language Model-based Augmentation for Imbalanced Node Classification on Text-Attributed Graphs Leyao Wang Yu-Chiang Frank Wang Bo Ni Yuying Zhao Tyler Derr 38 0 0 28 Jan 2025
Towards Robust Unsupervised Attention Prediction in Autonomous Driving Mengshi Qi Xiaoyang Bi Pengfei Zhu Huadong Ma 50 0 0 25 Jan 2025
LiCAR: pseudo-RGB LiDAR image for CAR segmentation Ignacio de Loyola Páez-Ubieta Edison P. Velasco-Sánchez S. T. Puente 35 0 0 21 Jan 2025
IOR: Inversed Objects Replay for Incremental Object Detection Zijia An Boyu Diao Libo Huang Ruiqi Liu Zhulin An Yongjun Xu 42 0 0 20 Jan 2025
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning Parinita Nema V. Kurmi CLL 58 0 0 17 Jan 2025
Enhancing Graph Self-Supervised Learning with Graph Interplay Xinjian Zhao Wei Pang Xiangru Jian Yaoyao Xu Chaolong Ying Tianshu Yu 45 0 0 17 Jan 2025
Self-supervised Transformation Learning for Equivariant Representations Jaemyung Yu Jaehyun Choi Dong-Jae Lee H. Hong Junmo Kim 45 0 0 15 Jan 2025
ARES: Auxiliary Range Expansion for Outlier Synthesis Eui-Soo Jung Hae-Hun Seo Hyun-Woo Jung Je-Geon Oh Yoon-Yeong Kim OODD 46 0 0 11 Jan 2025
Deep Reversible Consistency Learning for Cross-modal Retrieval Ruitao Pu Yang Qin Dezhong Peng Xiaomin Song Huiming Zheng 38 1 0 10 Jan 2025
Solving the Catastrophic Forgetting Problem in Generalized Category Discovery Xinzi Cao Xiawu Zheng G. Wang Weijiang Yu Yunhang Shen Ke Li Yutong Lu Yonghong Tian CLL 37 4 0 09 Jan 2025
Open set label noise learning with robust sample selection and margin-guided module Yuandi Zhao Qianxi Xia Yang Sun Zhijie Wen Liyan Ma Shihui Ying NoLa 44 0 0 08 Jan 2025
LipGen: Viseme-Guided Lip Video Generation for Enhancing Visual Speech Recognition Bowen Hao Dongliang Zhou Xiaojie Li Xingyu Zhang Liang Xie Jianlong Wu Erwei Yin 34 1 0 08 Jan 2025
Powerful Design of Small Vision Transformer on CIFAR10 Gent Wu ViT 42 0 0 07 Jan 2025
Normalizing Batch Normalization for Long-Tailed Recognition Yuxiang Bao Guoliang Kang Linlin Yang Xiaoyue Duan Bo Zhao Baochang Zhang MQ 47 0 0 06 Jan 2025
AFed: Algorithmic Fair Federated Learning Huiqiang Chen Tianqing Zhu Wanlei Zhou Wei Zhao FedML 29 0 0 06 Jan 2025
Source-free Semantic Regularization Learning for Semi-supervised Domain Adaptation Xinyang Huang Chuang Zhu Ruiying Ren Shengjie Liu Tiejun Huang 30 0 0 03 Jan 2025
Keypoint Aware Masked Image Modelling Madhava Krishna Convin.AI 70 0 0 03 Jan 2025
Boosting Adversarial Transferability with Spatial Adversarial Alignment Zhaoyu Chen Haijing Guo Kaixun Jiang Jiyuan Fu Xinyu Zhou Dingkang Yang H. Tang Bo-wen Li Wenqiang Zhang AAML 38 0 0 03 Jan 2025
Augmenting NER Datasets with LLMs: Towards Automated and Refined Annotation Yuji Naraki Ryosuke Yamaki Yoshikazu Ikeda Takafumi Horie Kotaro Yoshida Ryotaro Shimizu Hiroki Naganuma 58 2 0 03 Jan 2025
Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations Yang Yuxiang Zeng Xinyi Zeng Pinxian Zu Chen Yan Binyu Zhou Jiliu Wang Yan 39 0 0 02 Jan 2025
Combating Label Noise With A General Surrogate Model For Sample Selection Chao Liang Linchao Zhu Humphrey Shi Yi Yang VLM NoLa 44 2 0 31 Dec 2024
Dual-Space Augmented Intrinsic-LoRA for Wind Turbine Segmentation Shubh Singhal Raül Pérez-Gonzalo Andreas Espersen Antonio Agudo 28 0 0 31 Dec 2024
Length-Aware DETR for Robust Moment Retrieval S. Park Jiho Choi Kyungjune Baek Hyunjung Shim 34 0 0 31 Dec 2024
A Bias-Free Training Paradigm for More General AI-generated Image Detection Fabrizio Guillaro Giada Zingarini Ben Usman Avneesh Sud D. Cozzolino L. Verdoliva DiffM 68 4 0 23 Dec 2024
LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Fanshuang Kong Richong Zhang Ziqiao Wang 75 0 0 22 Dec 2024
FairDD: Enhancing Fairness with domain-incremental learning in dermatological disease diagnosis Yiqin Luo Tianlong Gu 75 0 0 21 Dec 2024
Cross-View Consistency Regularisation for Knowledge Distillation W. Zhang Dongnan Liu Weidong Cai Chao Ma 68 1 0 21 Dec 2024
Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy Shaoyan Pan Yikang Liu Lin Zhao Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun VGen MedIm 90 0 0 20 Dec 2024
Difficulty-aware Balancing Margin Loss for Long-tailed Recognition Minseok Son Inyong Koo Jinyoung Park Changick Kim 73 0 0 20 Dec 2024
Fed-AugMix: Balancing Privacy and Utility via Data Augmentation HaoYang Li Wei Chen Xiaojin Zhang FedML 73 0 0 18 Dec 2024
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning Di Xiong Shuoyuan Wang Lei Zhang Wenbo Huang Chaolei Han 68 0 0 18 Dec 2024
SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning Xinyang Liu Pengchao Han Xuan Li Bo Liu 61 0 0 18 Dec 2024
FlexPose: Pose Distribution Adaptation with Limited Guidance Zixiao Wang Junwu Weng Mengyuan Liu Bei Yu 3DH 72 0 0 18 Dec 2024
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes Aodi Li Liansheng Zhuang Xiao Long Minghong Yao Shafei Wang 180 0 0 18 Dec 2024
Learning Causal Transition Matrix for Instance-dependent Label Noise Jiahui Li Tai-wei Chang Kun Kuang Ximing Li Long Chen Jun Zhou NoLa CML 175 0 0 18 Dec 2024
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning Kanghoon Yoon Kibum Kim Jaehyung Jeon Yeonjun In Donghyun Kim Chanyoung Park 69 1 0 17 Dec 2024
GG-SSMs: Graph-Generating State Space Models Nikola Zubić Davide Scaramuzza Mamba 93 1 0 17 Dec 2024
CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning Eloy Geenjaar Lie Lu 75 0 0 16 Dec 2024
autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks Simon Rampp Andreas Triantafyllopoulos M. Milling Björn Schuller 85 0 0 16 Dec 2024