mixup: Beyond Empirical Risk Minimization

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

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Title
LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models Yabin Zhang Wenjie Zhu Chenhang He Lei Zhang VLM 47 7 0 12 Jul 2024
FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging Kumail Alhamoud Yasir Ghunaim Motasem Alfarra Thomas Hartvigsen Philip H. S. Torr Guohao Li Adel Bibi Marzyeh Ghassemi OOD 33 2 0 11 Jul 2024
Adaptive Parametric Activation Konstantinos Panagiotis Alexandridis Jiankang Deng Anh Nguyen Shan Luo 41 2 0 11 Jul 2024
SUMix: Mixup with Semantic and Uncertain Information Huafeng Qin Xin Jin Hongyu Zhu Hongchao Liao M. El-Yacoubi Xinbo Gao UQCV 31 6 0 10 Jul 2024
Towards Adaptive Pseudo-label Learning for Semi-Supervised Temporal Action Localization Feixiang Zhou Bryan M. Williams Hossein Rahmani 40 1 0 10 Jul 2024
TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data Siyi Du Shaoming Zheng Yinsong Wang Wenjia Bai D. O’Regan Chen Qin LMTD 36 4 0 10 Jul 2024
Learning to Complement and to Defer to Multiple Users Zheng Zhang Wenjie Ai Kevin Wells David Rosewarne Thanh-Toan Do Gustavo Carneiro 53 0 0 09 Jul 2024
Improving the Transferability of Adversarial Examples by Feature Augmentation Donghua Wang Wen Yao Tingsong Jiang Xiaohu Zheng Junqi Wu Xiaoqian Chen AAML 53 0 0 09 Jul 2024
CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion Hosam S. El-Assiouti Hadeer El-Saadawy M. Al-Berry M. Tolba ViT 52 0 0 09 Jul 2024
Wavelet Convolutions for Large Receptive Fields Shahaf E. Finder Roy Amoyal Eran Treister O. Freifeld ViT MDE 27 51 0 08 Jul 2024
An accurate detection is not all you need to combat label noise in web-noisy datasets Paul Albert Jack Valmadre Eric Arazo Tarun Krishna Noel E. O'Connor Kevin McGuinness AAML 43 0 0 08 Jul 2024
Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation Haolin Pan Yong Guo Mianjie Yu Jian Chen 54 1 0 06 Jul 2024
Revealing the Utilized Rank of Subspaces of Learning in Neural Networks Isha Garg Christian Koguchi Eshan Verma Daniel Ulbricht 32 0 0 05 Jul 2024
Isomorphic Pruning for Vision Models Gongfan Fang Xinyin Ma Michael Bi Mi Xinchao Wang VLM ViT 34 6 0 05 Jul 2024
Multi-Branch Auxiliary Fusion YOLO with Re-parameterization Heterogeneous Convolutional for accurate object detection Zhiqiang Yang Q. Guan Keer Zhao Jianmin Yang Xinli Xu Haixia Long Ying Tang 37 9 0 05 Jul 2024
Few-Shot Keyword Spotting from Mixed Speech Junming Yuan Ying Shi Lantian Li D. Wang A. Hamdulla 35 0 0 05 Jul 2024
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier Prantik Howlader Srijan Das Hieu M. Le Dimitris Samaras 46 5 0 04 Jul 2024
Do Generalised Classifiers really work on Human Drawn Sketches? Hmrishav Bandyopadhyay Pinaki Nath Chowdhury Aneeshan Sain Subhadeep Koley Tao Xiang A. Bhunia Yi-Zhe Song VLM 33 2 0 04 Jul 2024
DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment Jinsong Shi Pan Gao Xiaojiang Peng Jie Qin 38 1 0 04 Jul 2024
Advanced Smart City Monitoring: Real-Time Identification of Indian Citizen Attributes Shubham Kale Shashank Sharma Abhilash Khuntia 20 0 0 03 Jul 2024
A Pairwise DomMix Attentive Adversarial Network for Unsupervised Domain Adaptive Object Detection Jie Shao Jiacheng Wu Wenzhong Shen Cheng Yang 43 0 0 03 Jul 2024
Face Reconstruction Transfer Attack as Out-of-Distribution Generalization Yoon Gyo Jung Jaewoo Park Xingbo Dong Hojin Park Andrew Beng Jin Teoh Octavia Camps AAML 44 0 0 02 Jul 2024
Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? Wataru Hashimoto Hidetaka Kamigaito Taro Watanabe 27 1 0 02 Jul 2024
Self-Cooperation Knowledge Distillation for Novel Class Discovery Yuzheng Wang Zhaoyu Chen Dingkang Yang Yunquan Sun Lizhe Qi 41 2 0 02 Jul 2024
Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision Hao Dong Eleni Chatzi Olga Fink 31 3 0 01 Jul 2024
Semantic Compositions Enhance Vision-Language Contrastive Learning Maxwell Mbabilla Aladago Lorenzo Torresani Soroush Vosoughi CoGe VLM CLIP 41 0 0 01 Jul 2024
FMSG-JLESS Submission for DCASE 2024 Task4 on Sound Event Detection with Heterogeneous Training Dataset and Potentially Missing Labels Yang Xiao Han Yin Jisheng Bai Rohan Kumar Das 27 3 0 29 Jun 2024
Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion Quanmin Liang Zhilin Huang Xiawu Zheng Feidiao Yang Jun Peng Kai Huang Yonghong Tian 38 1 0 28 Jun 2024
Accuracy on the wrong line: On the pitfalls of noisy data for out-of-distribution generalisation Amartya Sanyal Yaxi Hu Yaodong Yu Yian Ma Yixin Wang Bernhard Schölkopf OODD 48 1 0 27 Jun 2024
Zero-shot domain adaptation based on dual-level mix and contrast Yu Zhe Jun Sakuma VLM 34 0 0 27 Jun 2024
Instance Temperature Knowledge Distillation Zhengbo Zhang Yuxi Zhou Jia Gong Jun Liu Zhigang Tu 31 2 0 27 Jun 2024
WV-Net: A foundation model for SAR WV-mode satellite imagery trained using contrastive self-supervised learning on 10 million images Yannik Glaser J. Stopa Linnea M. Wolniewicz Ralph Foster Doug Vandemark A. Mouche Bertrand Chapron Peter Sadowski 25 1 0 26 Jun 2024
VIPriors 4: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Robert-Jan Bruintjes A. Lengyel Marcos Baptista-Rios O. Kayhan Davide Zambrano Nergis Tomen J. C. V. Gemert VLM 44 0 0 26 Jun 2024
Toward Availability Attacks in 3D Point Clouds Yifan Zhu Yibo Miao Yinpeng Dong Xiao-Shan Gao 3DPC AAML 48 3 0 26 Jun 2024
MedMNIST-C: Comprehensive benchmark and improved classifier robustness by simulating realistic image corruptions Francesco Di Salvo Sebastian Doerrich Christian Ledig OOD 24 2 0 25 Jun 2024
Semantic Deep Hiding for Robust Unlearnable Examples Ruohan Meng Chenyu Yi Yi Yu Siyuan Yang Bingquan Shen Alex C. Kot 46 5 0 25 Jun 2024
Scalp Diagnostic System With Label-Free Segmentation and Training-Free Image Translation Youngmin Kim Saejin Kim Hoyeon Moon Youngjae Yu Junhyug Noh MedIm 32 0 0 25 Jun 2024
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks Zihao Jin Yingying Fang Jiahao Huang Caiwen Xu Simon Walsh Guang Yang MedIm 70 0 0 24 Jun 2024
Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation You-Wei Luo Chuan-Xian Ren Xiao-Lin Xu Qingshan Liu 50 1 0 24 Jun 2024
Improving robustness to corruptions with multiplicative weight perturbations Trung Trinh Markus Heinonen Luigi Acerbi Samuel Kaski 44 0 0 24 Jun 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Y. Chen X. Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang Wei Liu Jie Hu EGVM 61 1 0 24 Jun 2024
Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels Zixia Jia Junpeng Li Shichuan Zhang Anji Liu Zilong Zheng 40 2 0 24 Jun 2024
Predefined Prototypes for Intra-Class Separation and Disentanglement Antonio Almudévar Théo Mariotte Alfonso Ortega Marie Tahon Luis Vicente A. Miguel Eduardo Lleida 21 0 0 23 Jun 2024
Learning with Noisy Ground Truth: From 2D Classification to 3D Reconstruction Yangdi Lu Wenbo He 3DV 40 0 0 23 Jun 2024
Revisiting Interpolation Augmentation for Speech-to-Text Generation Chen Xu Jie Wang Xiaoqian Liu Qianqian Dong Chunliang Zhang Tong Xiao Jingbo Zhu Dapeng Man Wu Yang 35 1 0 22 Jun 2024
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 41 2 0 22 Jun 2024
Mitigating Noisy Supervision Using Synthetic Samples with Soft Labels Yangdi Lu Wenbo He NoLa 27 0 0 22 Jun 2024
Self Training and Ensembling Frequency Dependent Networks with Coarse Prediction Pooling and Sound Event Bounding Boxes Hyeonuk Nam D. Min Seungdeok Choi Inhan Choi Yong-Hwa Park 37 3 0 22 Jun 2024
Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment Heejin Do Wonjun Lee Gary Geunbae Lee 43 0 0 22 Jun 2024
ECLIPSE: Expunging Clean-label Indiscriminate Poisons via Sparse Diffusion Purification Xianlong Wang Shengshan Hu Yechao Zhang Ziqi Zhou Leo Yu Zhang Peng Xu Wei Wan Hai Jin AAML 39 3 0 21 Jun 2024