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mixup: Beyond Empirical Risk Minimization

International Conference on Learning Representations (ICLR), 2017

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

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Title
Polyline Path Masked Attention for Vision Transformer Zhongchen Zhao Chaodong Xiao H. Lin Qi Xie Lei Zhang Deyu Meng Mamba 270 0 0 19 Jun 2025
TD3Net: A temporal densely connected multi-dilated convolutional network for lipreadingJournal of Visual Communication and Image Representation (JVCIR), 2025 B. Lee Wooseok Shin Sung Won Han 213 0 0 19 Jun 2025
Towards Generalizable Generic Harmful Speech Datasets for Implicit Hate Speech Detection Saad Almohaimeed Saleh Almohaimeed D. Turgut Ladislau Bölöni 107 0 0 19 Jun 2025
One Period to Rule Them All: Identifying Critical Learning Periods in Deep NetworksProcedia Computer Science (PCS), 2025 Vinicius Yuiti Fukase Heitor Gama Bárbara Dias Bueno Lucas Libanio A. H. R. Costa Artur Jordao 191 1 0 19 Jun 2025
Sequential Policy Gradient for Adaptive Hyperparameter Optimization Zheng Li Jerry Q. Cheng Huanying Gu OffRL 167 1 0 18 Jun 2025
Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems Md Abrar Jahin Adiba Abid M. F. Mridha 222 0 0 16 Jun 2025
EmbodiedPlace: Learning Mixture-of-Features with Embodied Constraints for Visual Place Recognition Bingxi Liu Hao Chen Shiyi Guo Yihong Wu Jinqiang Cui Kuanqi Cai 127 2 0 16 Jun 2025
Similarity as Reward Alignment: Robust and Versatile Preference-based Reinforcement Learning Sara Rajaram R. J. Cotton Fabian H. Sinz 133 0 0 14 Jun 2025
Robust Molecular Property Prediction via Densifying Scarce Labeled Data Jina Kim Jeffrey Willette Bruno Andreis Sung Ju Hwang OOD 215 1 0 13 Jun 2025
CLIP the Landscape: Automated Tagging of Crowdsourced Landscape Images Ilya Ilyankou Ilya Ilyankou Tao Cheng James Haworth 143 1 0 13 Jun 2025
SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic SoundscapesInternational Conference on Learning Representations (ICLR), 2025 Tony Alex S. Ahmed A. Mustafa Muhammad Awais Philip J. B. Jackson 145 8 0 13 Jun 2025
Revisiting Visual Understanding in Multimodal Reasoning through a Lens of Image Perturbation Yuting Li Lai Wei Kaipeng Zheng Jingyuan Huang Linghe Kong Shunian Chen Weiran Huang Lichao Sun Weiran Huang AAML LRM VLM 277 4 0 11 Jun 2025
Canonical Latent Representations in Conditional Diffusion Models Yitao Xu Tong Zhang Ehsan Pajouheshgar Sabine Süsstrunk DiffM 234 0 0 11 Jun 2025
An Adaptive Method Stabilizing Activations for Enhanced Generalization Hyunseok Seung Jaewoo Lee Hyunsuk Ko ODL 254 0 0 10 Jun 2025
Data-Efficient Challenges in Visual Inductive Priors: A Retrospective Robert-Jan Bruintjes A. Lengyel O. Kayhan Davide Zambrano Nergis Tomen Hadi Jamali Rad Jan van Gemert VLM 165 0 0 10 Jun 2025
NysAct: A Scalable Preconditioned Gradient Descent using Nystrom ApproximationBigData Congress [Services Society] (BSS), 2024 Hyunseok Seung Jaewoo Lee Hyunsuk Ko ODL 245 0 0 10 Jun 2025
Hyperbolic Dual Feature Augmentation for Open-Environment Peilin Yu Yuwei Wu Zhi Gao Xiaomeng Fan Shuo Yang Yunde Jia 192 1 0 10 Jun 2025
SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation Hongjie Zhu Xiwei Liu Rundong Xue Zeyu Zhang Yong Xu Daji Ergu Ying Cai Yang Zhao 154 2 0 10 Jun 2025
SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense Patryk Krukowski Łukasz Gorczyca Piotr Helm Kamil Ksiazek Przemysław Spurek AAML CLL 163 0 0 09 Jun 2025
Variational Supervised Contrastive Learning Ziwen Wang Jiajun Fan Thao Nguyen Heng Ji Ge Liu DRL SSL 203 2 0 09 Jun 2025
DPFormer: Dynamic Prompt Transformer for Continual Learning Sheng-Kai Huang Jiun-Feng Chang Chun-Rong Huang CLL 93 1 0 09 Jun 2025
Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering Akash Gupta Amos Storkey Mirella Lapata VLM 257 0 0 07 Jun 2025
Curvature Enhanced Data Augmentation for Regression Ilya Kaufman Sirot Omri Azencot 158 0 0 07 Jun 2025
Tuning the Right Foundation Models is What you Need for Partial Label Learning Kuang He Wei Tang Tong Wei Min Zhang VLM 250 2 0 05 Jun 2025
Towards Better Generalization via Distributional Input Projection Network Yifan Hao Yanxin Lu Xinwei Shen Tong Zhang Tong Zhang 230 0 0 05 Jun 2025
Video, How Do Your Tokens Merge? Sam Pollard Michael Wray ViT MoMe 225 1 0 04 Jun 2025
Compositional Generalisation for Explainable Hate Speech Detection Agostina Calabrese Tom Sherborne Bjorn Ross Mirella Lapata 188 0 0 04 Jun 2025
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental LearningComputer Vision and Pattern Recognition (CVPR), 2025 Juntae Lee Munawar Hayat Sungrack Yun CLL 220 2 0 04 Jun 2025
Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection M. Kowalczyk K. Jeziorek T. Kryjak 199 0 0 04 Jun 2025
Bridging Weakly-Supervised Learning and VLM Distillation: Noisy Partial Label Learning for Efficient Downstream Adaptation Qian-Wei Wang Yuqiu Xie Letian Zhang Zimo Liu Shu-Tao Xia VLM 150 0 0 03 Jun 2025
Synthetic Data Augmentation using Pre-trained Diffusion Models for Long-tailed Food Image Classification GaYeon Koh Hyun-Jic Oh Jeonghyun Noh Won-Ki Jeong DiffM 158 2 0 02 Jun 2025
MoCA: Multi-modal Cross-masked Autoencoder for Digital Health Measurements Howon Ryu Y. Chen Yacun Wang Andrea Z. LaCroix Chongzhi Di L. Natarajan Yu Wang Jingjing Zou 270 0 0 02 Jun 2025
3D Skeleton-Based Action Recognition: A Review Mengyuan Liu Hong Liu Qianshuo Hu Bin Ren Junsong Yuan Jiaying Lin Jiajun Wen 212 2 0 01 Jun 2025
SST: Self-training with Self-adaptive Thresholding for Semi-supervised LearningInformation Processing & Management (IPM), 2025 Shuai Zhao Heyan Huang Xinge Li Xiaokang Chen Rui Wang 179 3 0 31 May 2025
Long-Tailed Visual Recognition via Permutation-Invariant Head-to-Tail Feature Fusion Mengke Li Zhikai Hu Yang Lu Weichao Lan Yiu-ming Cheung Hui Huang 124 0 0 31 May 2025
The iNaturalist Sounds DatasetNeural Information Processing Systems (NeurIPS), 2025 Mustafa Chasmai Alexander Shepard Subhransu Maji Grant Van Horn 213 12 0 31 May 2025
Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic Segmentation Roger Ferrod C. Dantas Luigi Di Caro Dino Ienco 147 0 0 30 May 2025
Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2025 Qinghe Ma Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 105 0 0 30 May 2025
Provably Improving Generalization of Few-Shot Models with Synthetic Data Lan-Cuong Nguyen Quan Nguyen-Tri Bang Tran Khanh Dung D. Le Long Tran-Thanh Khoat Than 225 3 0 30 May 2025
Lightweight Relational Embedding in Task-Interpolated Few-Shot Networks for Enhanced Gastrointestinal Disease ClassificationConference on Algebraic Informatics (AI), 2024 Xinliu Zhong Leo Hwa Liang Angela S. Koh Yeo Si Yong 245 1 0 30 May 2025
Shuffle PatchMix Augmentation with Confidence-Margin Weighted Pseudo-Labels for Enhanced Source-Free Domain AdaptationInternational Conference on Information Photonics (ICIP), 2025 Prasanna Reddy Pulakurthi Majid Rabbani Jamison Heard S. Dianat Celso M. De Melo Raghuveer Rao TTA 201 0 0 30 May 2025
Towards Understanding The Calibration Benefits of Sharpness-Aware Minimization C. Tan Yubo Zhou Haishan Ye Guang Dai Junmin Liu Zengjie Song Jiangshe Zhang Zixiang Zhao Yunda Hao Yong Xu AAML 230 0 0 29 May 2025
AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution Prediction Niklas Freymuth Tobias Würth Nicolas Schreiber B. Gyenes Andreas Boltres ... Tai Hoang Philipp Dahlinger P. Becker Luise Kärger Gerhard Neumann AI4CE 209 1 0 29 May 2025
Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes Neta Glazer David Chernin Idan Achituve Sharon Gannot Ethan Fetaya 177 1 0 29 May 2025
Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis H. Cao Yutong Feng Biao Gong Yijing Tian Yunhong Lu Chuang Liu Bin Wang DiffM VGen 174 3 0 29 May 2025
NeuronTune: Towards Self-Guided Spurious Bias Mitigation Guangtao Zheng Wenqian Ye Aidong Zhang 151 3 0 29 May 2025
Distance Transform Guided Mixup for Alzheimer's DetectionSignal Processing and Communications Applications Conference (SIU), 2025 Zobia Batool Huseyin Ozkan E. Aptoula MedIm 139 1 0 28 May 2025
Single Domain Generalization for Alzheimer's Detection from 3D MRIs with Pseudo-Morphological Augmentations and Contrastive Learning Zobia Batool Huseyin Ozkan E. Aptoula OOD 298 1 0 28 May 2025
RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment Lingyu Qiu Ke Jiang Xiaoyang Tan 298 0 0 27 May 2025
Scan-and-Print: Patch-level Data Summarization and Augmentation for Content-aware Layout Generation in Poster DesignInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 HsiaoYuan Hsu Yuxin Peng DiffM 176 1 0 27 May 2025