mixup: Beyond Empirical Risk Minimization

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

50 / 4,974 papers shown

Title
Tiny Models are the Computational Saver for Large Models Qingyuan Wang B. Cardiff Antoine Frappé Benoît Larras Deepu John 46 2 0 26 Mar 2024
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition Chenhongyi Yang Zehui Chen Miguel Espinosa Linus Ericsson Zhenyu Wang Jiaming Liu Elliot J. Crowley Mamba 39 89 0 26 Mar 2024
Neural Clustering based Visual Representation Learning Guikun Chen Xia Li Yi Yang Wenguan Wang SSL 37 8 0 26 Mar 2024
New Intent Discovery with Attracting and Dispersing Prototype Shun Zhang Jian Yang Jiaqi Bai Chaoran Yan Tongliang Li Zhao Yan Zhoujun Li 49 4 0 25 Mar 2024
Domain Adaptive Detection of MAVs: A Benchmark and Noise Suppression Network Yin Zhang Jinhong Deng Peidong Liu Wen Li Shiyu Zhao 40 3 0 25 Mar 2024
Accelerating Federated Learning by Selecting Beneficial Herd of Local Gradients Ping Luo Xiaoge Deng Ziqing Wen Tao Sun Dongsheng Li FedML 48 0 0 25 Mar 2024
Learning from Reduced Labels for Long-Tailed Data Meng Wei Zhongnian Li Yong Zhou Xinzheng Xu 31 0 0 25 Mar 2024
Training Generative Adversarial Network-Based Vocoder with Limited Data Using Augmentation-Conditional Discriminator Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka 29 0 0 25 Mar 2024
Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion Hossein Souri Arpit Bansal Hamid Kazemi Liam H. Fowl Aniruddha Saha Jonas Geiping Andrew Gordon Wilson Rama Chellappa Tom Goldstein Micah Goldblum SILM DiffM 21 1 0 25 Mar 2024
Graphs Generalization under Distribution Shifts Qin Tian Wenjun Wang Chen Zhao Minglai Shao Wang Zhang Dong Li OOD 38 2 0 25 Mar 2024
Camera-aware Label Refinement for Unsupervised Person Re-identification Pengna Li Kangyi Wu Wenli Huang Sanping Zhou Jinjun Wang 44 0 0 25 Mar 2024
SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images Yifei Wang Chuhong Zhu 29 0 0 24 Mar 2024
EG-ConMix: An Intrusion Detection Method based on Graph Contrastive Learning Lijin Wu Shanshan Lei Feilong Liao Yuanjun Zheng Yuxin Liu Wentao Fu Hao Song Jiajun Zhou 42 1 0 24 Mar 2024
Mars Spectrometry 2: Gas Chromatography -- Second place solution Dmitry Konovalov 3DPC 19 0 0 24 Mar 2024
Boosting Few-Shot Learning via Attentive Feature Regularization Xingyu Zhu Shuo Wang Jinda Lu Yanbin Hao Haifeng Liu Xiangnan He 40 9 0 23 Mar 2024
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression Hancheng Ye Chong Yu Peng Ye Renqiu Xia Yansong Tang Jiwen Lu Tao Chen Bo-Wen Zhang 56 3 0 23 Mar 2024
RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus Images Ze Chen Gongyu Zhang Jiayu Huo Joan Nunez do Rio Charalampos Komninos Yang Liu Rachel Sparks Sebastien Ourselin Christos Bergeles Timothy Jackson 31 0 0 22 Mar 2024
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement Nicholas Lee Thanakul Wattanawong Sehoon Kim K. Mangalam Sheng Shen Gopala Anumanchipalli Michael W. Mahoney Kurt Keutzer A. Gholami 69 46 0 22 Mar 2024
ParFormer: Vision Transformer Baseline with Parallel Local Global Token Mixer and Convolution Attention Patch Embedding Novendra Setyawan Ghufron Wahyu Kurniawan Chi-Chia Sun Jun-Wei Hsieh Hui-Kai Su W. Kuo ViT MoE 47 0 0 22 Mar 2024
Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation Wenlve Zhou Zhiheng Zhou Tianlei Wang Delu Zeng 46 0 0 22 Mar 2024
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation Kyohoon Jin Junho Lee Juhwan Choi Sangmin Song Youngbin Kim 40 0 0 22 Mar 2024
Controlled Training Data Generation with Diffusion Models Teresa Yeo Andrei Atanov Harold Benoit Aleksandr Alekseev Ruchira Ray Pooya Esmaeil Akhoondi Amir Zamir 52 4 0 22 Mar 2024
Latent Diffusion Models for Attribute-Preserving Image Anonymization Luca Piano Pietro Basci Fabrizio Lamberti Lia Morra DiffM 24 4 0 21 Mar 2024
AdaProj: Adaptively Scaled Angular Margin Subspace Projections for Anomalous Sound Detection with Auxiliary Classification Tasks Kevin Wilkinghoff 26 1 0 21 Mar 2024
Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks Jinyung Hong Eunyeong Jeon Changhoon Kim Keun Hee Park Utkarsh Nath Yezhou Yang Pavan Turaga Theodore P. Pavlic CML 38 0 0 21 Mar 2024
SynerMix: Synergistic Mixup Solution for Enhanced Intra-Class Cohesion and Inter-Class Separability in Image Classification Ye Xu Ya Gao Xiaorong Qiu Yang Chen Ying Ji 32 0 0 21 Mar 2024
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion Hee Suk Yoon Eunseop Yoon Joshua Tian Jin Tee M. Hasegawa-Johnson Yingzhen Li C. Yoo VLM 62 24 0 21 Mar 2024
Enabling Generalized Zero-shot Learning Towards Unseen Domains by Intrinsic Learning from Redundant LLM Semantics Jiaqi Yue Jiancheng Zhao Chunhui Zhao Biao Huang 41 0 0 21 Mar 2024
Onset and offset weighted loss function for sound event detection Tao Song 33 0 0 20 Mar 2024
Frequency-aware convolution for sound event detection Tao Song CVBM 55 0 0 20 Mar 2024
DreamDA: Generative Data Augmentation with Diffusion Models Yunxiang Fu Chaoqi Chen Yu Qiao Yizhou Yu VLM DiffM 45 12 0 19 Mar 2024
Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision E. Ryumina M. Markitantov D. Ryumin Heysem Kaya Alexey Karpov 48 6 0 19 Mar 2024
NTK-Guided Few-Shot Class Incremental Learning Jingren Liu Zhong Ji Yanwei Pang YunLong Yu CLL 42 3 0 19 Mar 2024
TransformMix: Learning Transformation and Mixing Strategies from Data Tsz-Him Cheung Dit-Yan Yeung 29 1 0 19 Mar 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation Ce Zhang Simon Stepputtis Joseph Campbell Katia P. Sycara Yaqi Xie 54 9 0 18 Mar 2024
Posterior Uncertainty Quantification in Neural Networks using Data Augmentation Luhuan Wu Sinead Williamson UQCV 43 6 0 18 Mar 2024
HIRI-ViT: Scaling Vision Transformer with High Resolution Inputs Ting Yao Yehao Li Yingwei Pan Tao Mei ViT 36 15 0 18 Mar 2024
Probabilistic Calibration by Design for Neural Network Regression V. Dheur Souhaib Ben Taieb 35 3 0 18 Mar 2024
SETA: Semantic-Aware Token Augmentation for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao ViT 36 2 0 18 Mar 2024
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation Haoyu Zhao Wen-Wen Dong Rui Yu Zhou Zhao Bo Du Yongchao Xu OOD MedIm 50 4 0 18 Mar 2024
Towards Generalizing to Unseen Domains with Few Labels Chamuditha Jayanga Galappaththige Sanoojan Baliah Malitha Gunawardhana Muhammad Haris Khan 32 3 0 18 Mar 2024
Domain Adaptation Using Pseudo Labels for COVID-19 Detection Runtian Yuan Qingqiu Li Junlin Hou Jilan Xu Yuejie Zhang Rui Feng Hao Chen OOD 32 0 0 18 Mar 2024
Automated data processing and feature engineering for deep learning and big data applications: a survey A. Mumuni F. Mumuni TPM 46 49 0 18 Mar 2024
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks Philip Matthias Winter M. Wimmer David Major Dimitrios Lenis Astrid Berg Theresa Neubauer Gaia Romana De Paolis Johannes Novotny Sophia Ulonska Katja Bühler 41 0 0 18 Mar 2024
Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation Xi Chen Haosen Yang Huicong Zhang Hongxun Yao Xiatian Zhu 41 2 0 17 Mar 2024
NeoNeXt: Novel neural network operator and architecture based on the patch-wise matrix multiplications Vladimir Korviakov Denis Koposov 54 0 0 17 Mar 2024
Controllable Relation Disentanglement for Few-Shot Class-Incremental Learning Yuanen Zhou Richang Hong Yanrong Guo Lin Liu Shijie Hao Hanwang Zhang 36 0 0 17 Mar 2024
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation Yeongtak Oh Jonghyun Lee Jooyoung Choi Dahuin Jung Uiwon Hwang Sungroh Yoon TTA DiffM 45 4 0 16 Mar 2024
Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization Zihan Wang Jiayu Xiao Mengxian Li Zhongjiang He Yongxiang Li Chao Wang Shuangyong Song 21 0 0 16 Mar 2024
Regularizing CNNs using Confusion Penalty Based Label Smoothing for Histopathology Images Somenath Kuiry Alaka Das M. Nasipuri N. Das 27 0 0 16 Mar 2024