mixup: Beyond Empirical Risk Minimization

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

50 / 4,988 papers shown

Title
FerKD: Surgical Label Adaptation for Efficient Distillation Zhiqiang Shen 39 3 0 29 Dec 2023
Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift Benjamin Eyre Elliot Creager David Madras Antonio Torralba Katherine Heller OOD OODD 42 1 0 29 Dec 2023
Learning Vision from Models Rivals Learning Vision from Data Yonglong Tian Lijie Fan Kaifeng Chen Dina Katabi Dilip Krishnan Phillip Isola 29 46 0 28 Dec 2023
Domain Generalization with Vital Phase Augmentation Ingyun Lee Wooju Lee Hyun Myung OOD 21 3 0 27 Dec 2023
Universal Pyramid Adversarial Training for Improved ViT Performance Ping Yeh-Chiang Yipin Zhou Omid Poursaeed S. Narayan Shukla Tom Goldstein Ser-Nam Lim AAML ViT 16 0 0 26 Dec 2023
DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection Li Xiang Junbo Yin Wei Li Cheng-Zhong Xu Ruigang Yang Jianbing Shen 33 21 0 25 Dec 2023
Mixture Data for Training Cannot Ensure Out-of-distribution Generalization Songming Zhang Yuxiao Luo Qizhou Wang Haoang Chi Xiaofeng Chen Bo Han Jinyan Li OODD 34 0 0 25 Dec 2023
Revisiting Knowledge Distillation under Distribution Shift Songming Zhang Ziyu Lyu Xiaofeng Chen 34 1 0 25 Dec 2023
A Survey on Open-Set Image Recognition Qiulei Dong Qiulei Dong BDL ObjD 36 3 0 25 Dec 2023
Towards Reliable AI Model Deployments: Multiple Input Mixup for Out-of-Distribution Detection Dasol Choi Dongbin Na OODD 24 2 0 24 Dec 2023
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models Gianni Franchi Olivier Laurent Maxence Leguéry Andrei Bursuc Andrea Pilzer Angela Yao UQCV BDL 28 4 0 23 Dec 2023
Sample selection with noise rate estimation in noise learning of medical image analysis Maolin Li G. Tarroni OOD 40 0 0 23 Dec 2023
HyperMix: Out-of-Distribution Detection and Classification in Few-Shot Settings Nikhil Mehta Kevin J. Liang Jing Huang Fu-Jen Chu Li Yin Tal Hassner OODD 38 2 0 22 Dec 2023
MonoLSS: Learnable Sample Selection For Monocular 3D Detection Zhenjia Li Jinrang Jia Yifeng Shi 43 12 0 22 Dec 2023
Bootstrap Masked Visual Modeling via Hard Patches Mining Haochen Wang Junsong Fan Yuxi Wang Kaiyou Song Tiancai Wang Xiangyu Zhang Zhaoxiang Zhang 47 5 0 21 Dec 2023
Diff-Oracle: Deciphering Oracle Bone Scripts with Controllable Diffusion Model Jing Li Qiuxia Wang Siyuan Wang Rui Zhang Kaizhu Huang Erik Cambria 47 0 0 21 Dec 2023
CR-SAM: Curvature Regularized Sharpness-Aware Minimization Tao Wu Tie Luo D. C. Wunsch 24 3 0 21 Dec 2023
Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast Guangyin Bao Qi Zhang Duoqian Miao Zixuan Gong Liang Hu Ke Liu Yang Liu Chongyang Shi 42 8 0 21 Dec 2023
DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation Brian Nlong Zhao Yuhang Xiao Lyne Tchapmi Xinyang Jiang Yifan Yang Dongsheng Li Laurent Itti Vibhav Vineet Yunhao Ge VLM 115 7 0 21 Dec 2023
Augment on Manifold: Mixup Regularization with UMAP Yousef El-Laham Elizabeth Fons Dillon Daudert Svitlana Vyetrenko 8 3 0 20 Dec 2023
NodeMixup: Tackling Under-Reaching for Graph Neural Networks Weigang Lu Ziyu Guan Wei Zhao Yaming Yang Long Jin 39 13 0 20 Dec 2023
Domain Similarity-Perceived Label Assignment for Domain Generalized Underwater Object Detection Xisheng Li Wei Li Pinhao Song Mingjun Zhang Jie-Gui Zhou 29 0 0 20 Dec 2023
AdvST: Revisiting Data Augmentations for Single Domain Generalization Guangtao Zheng Mengdi Huai Aidong Zhang 48 15 0 20 Dec 2023
Single-channel speech enhancement using learnable loss mixup Oscar Chang Dung N. Tran K. Koishida 51 7 0 20 Dec 2023
PowMix: A Versatile Regularizer for Multimodal Sentiment Analysis Efthymios Georgiou Yannis Avrithis Alexandros Potamianos 33 1 0 19 Dec 2023
FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels Jichang Li Guanbin Li Hui Cheng Zicheng Liao Yizhou Yu FedML 35 15 0 19 Dec 2023
GroupMixNorm Layer for Learning Fair Models Anubha Pandey Aditi Rai Maneet Singh Deepak L. Bhatt Tanmoy Bhowmik 22 0 0 19 Dec 2023
Adversarial AutoMixup Huafeng Qin Xin Jin Yun Jiang M. El-Yacoubi Xinbo Gao AAML 34 11 0 19 Dec 2023
The Ultimate Combo: Boosting Adversarial Example Transferability by Composing Data Augmentations Zebin Yun Achi-Or Weingarten Eyal Ronen Mahmood Sharif 28 2 0 18 Dec 2023
Graph Invariant Learning with Subgraph Co-mixup for Out-Of-Distribution Generalization Tianrui Jia Haoyang Li Cheng Yang Tao Tao Chuan Shi OOD 42 17 0 18 Dec 2023
Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference Bartosz Wójcik Alessio Devoto Karol Pustelnik Pasquale Minervini Simone Scardapane 30 5 0 15 Dec 2023
Data-Efficient Multimodal Fusion on a Single GPU Noël Vouitsis Zhaoyan Liu S. Gorti Valentin Villecroze Jesse C. Cresswell Guangwei Yu Gabriel Loaiza-Ganem M. Volkovs 51 3 0 15 Dec 2023
Ins-HOI: Instance Aware Human-Object Interactions Recovery Jiajun Zhang Yuxiang Zhang Hongwen Zhang Xiao Zhou Boyao Zhou Ruizhi Shao Zonghai Hu Yebin Liu 44 4 0 15 Dec 2023
CLAF: Contrastive Learning with Augmented Features for Imbalanced Semi-Supervised Learning Bowen Tao Lan Li Xin-Chun Li De-Chuan Zhan 34 0 0 15 Dec 2023
Self-Supervised Learning for Anomalous Sound Detection Kevin Wilkinghoff 47 11 0 15 Dec 2023
SeiT++: Masked Token Modeling Improves Storage-efficient Training Min-Seob Lee Song Park Byeongho Heo Dongyoon Han Hyunjung Shim MQ VLM 26 1 0 15 Dec 2023
Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning Mengmeng Sheng Zeren Sun Zhenhuang Cai Tao Chen Yichao Zhou Yazhou Yao 39 16 0 15 Dec 2023
Agent Attention: On the Integration of Softmax and Linear Attention Dongchen Han Tianzhu Ye Yizeng Han Zhuofan Xia Siyuan Pan Pengfei Wan Shiji Song Gao Huang 45 75 0 14 Dec 2023
TiMix: Text-aware Image Mixing for Effective Vision-Language Pre-training Chaoya Jiang Wei Ye Haiyang Xu Qinghao Ye Mingshi Yan Ji Zhang Shikun Zhang CLIP VLM 27 4 0 14 Dec 2023
PhasePerturbation: Speech Data Augmentation via Phase Perturbation for Automatic Speech Recognition Chengxi Lei Satwinder Singh Feng Hou Xiaoyun Jia Ruili Wang 30 1 0 13 Dec 2023
Semi-Supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix Kewei Wang Yizheng Wu Zhiyu Pan Xingyi Li Ke Xian Zhe Wang Zhiguo Cao Guo-Shing Lin 40 7 0 13 Dec 2023
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation Yanzuo Lu Meng Shen Andy J. Ma Xiaohua Xie Jian-Huang Lai OOD 31 8 0 13 Dec 2023
DTL: Disentangled Transfer Learning for Visual Recognition Minghao Fu Ke Zhu Jianxin Wu 24 18 0 13 Dec 2023
RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation Peng Lu Tao Jiang Yining Li Xiangtai Li Kai-xiang Chen Wenming Yang 3DH 44 23 0 12 Dec 2023
BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics Jenny Hamer Eleni Triantafillou B. V. Merrienboer Stefan Kahl Holger Klinck Tom Denton Vincent Dumoulin 44 14 0 12 Dec 2023
ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-Vocabulary Object Detection Joonhyun Jeong Geondo Park Jayeon Yoo Hyungsik Jung Heesu Kim VLM ObjD 43 10 0 12 Dec 2023
Toward Robustness in Multi-label Classification: A Data Augmentation Strategy against Imbalance and Noise Hwanjun Song Minseok Kim Jae-Gil Lee 59 7 0 12 Dec 2023
Focus on Hiders: Exploring Hidden Threats for Enhancing Adversarial Training Qian Li Yuxiao Hu Yinpeng Dong Dong-juan Zhang Yuntian Chen AAML 40 3 0 12 Dec 2023
Transferring Modality-Aware Pedestrian Attentive Learning for Visible-Infrared Person Re-identification Yuwei Guo Wenhao Zhang Licheng Jiao Shuang Wang Shuo Wang Fang Liu 56 0 0 12 Dec 2023
Mixed Pseudo Labels for Semi-Supervised Object Detection Ze-Yi Chen Wenwei Zhang Xinjiang Wang Kai Chen Zhi Wang ObjD 40 10 0 12 Dec 2023