v1v2 (latest)

mixup: Beyond Empirical Risk Minimization

International Conference on Learning Representations (ICLR), 2017

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

50 / 5,326 papers shown

Title
SoccerHigh: A Benchmark Dataset for Automatic Soccer Video Summarization Artur Díaz-Juan C. Ballester G. Haro AI4TS VGen 101 0 0 01 Sep 2025
FediLoRA: Heterogeneous LoRA for Federated Multimodal Fine-tuning under Missing Modalities L. Yang Nam Kha Nguygen Po Hu Wei Emma Zhang Yanjun Shu Mong Yuan Sim Weitong Chen 140 0 0 01 Sep 2025
Reinforcement Learning Driven Generalizable Feature Representation for Cross-User Activity Recognition Xiaozhou Ye Kevin I-Kai Wang 76 0 0 31 Aug 2025
Target-Oriented Single Domain Generalization Marzi Heidari Yuhong Guo VLM 147 0 0 30 Aug 2025
NoiseCutMix: A Novel Data Augmentation Approach by Mixing Estimated Noise in Diffusion Models Shumpei Takezaki Ryoma Bise Shinnosuke Matsuo DiffM 113 0 0 30 Aug 2025
Unsupervised Incremental Learning Using Confidence-Based Pseudo-Labels Lucas Rakotoarivony CLL 96 0 0 29 Aug 2025
Failure Prediction Is a Better Performance Proxy for Early-Exit Networks Than Calibration Piotr Kubaty Filip Szatkowski Metod Jazbec Bartosz Wójcik 175 0 0 29 Aug 2025
FLORA: Efficient Synthetic Data Generation for Object Detection in Low-Data Regimes via finetuning Flux LoRA Alvaro Patricio Atabak Dehban Rodrigo Ventura 120 1 0 29 Aug 2025
DCFS: Continual Test-Time Adaptation via Dual Consistency of Feature and Sample Wenting Yin Han Sun Xinru Meng Ningzhong Liu Huiyu Zhou TTA 208 0 0 28 Aug 2025
Full-Frequency Temporal Patching and Structured Masking for Enhanced Audio Classification Aditya Makineni Baocheng Geng Qing Tian 57 0 0 28 Aug 2025
Exploring Machine Learning and Language Models for Multimodal Depression Detection Javier Si Zhao Hong Timothy Zoe Delaya Sherwyn Chan Yin Kit Pai Chet Ng Xiaoxiao Miao 27 0 0 28 Aug 2025
ERSR: An Ellipse-constrained pseudo-label refinement and symmetric regularization framework for semi-supervised fetal head segmentation in ultrasound imagesIEEE journal of biomedical and health informatics (JBHI), 2025 Linkuan Zhou Zhexin Chen Yufei Shen Junlin Xu Ping Xuan ... Cong Cong Leyi Wei Ran Su Jia Zhou Qiangguo Jin 92 3 0 27 Aug 2025
Divide, Weight, and Route: Difficulty-Aware Optimization with Dynamic Expert Fusion for Long-tailed Recognition Xiaolei Wei Yi Ouyang Haibo Ye MoMe 130 0 0 27 Aug 2025
ATMS-KD: Adaptive Temperature and Mixed Sample Knowledge Distillation for a Lightweight Residual CNN in Agricultural Embedded Systems Mohamed Ohamouddou Said Ohamouddou A. E. Afia Rafik Lasri 80 0 0 27 Aug 2025
Guiding Noisy Label Conditional Diffusion Models with Score-based Discriminator Correction Dat Nguyen Cong Hieu Tran Bao Hoang Thanh-Tung DiffM 132 1 0 27 Aug 2025
The Role of Teacher Calibration in Knowledge DistillationIEEE Access (IEEE Access), 2025 Suyoung Kim Seonguk Park Junhoo Lee Nojun Kwak 72 0 0 27 Aug 2025
Tune My Adam, Please! Theodoros Athanasiadis Steven Adriaensen Samuel G. Müller Frank Hutter 91 0 0 27 Aug 2025
Amplifying Emotional Signals: Data-Efficient Deep Learning for Robust Speech Emotion Recognition Tai Vu 152 0 0 26 Aug 2025
Enhancing compact convolutional transformers with super attention Simpenzwe Honore Leandre Natenaile Asmamaw Shiferaw Dillip Rout ViT VLM 100 0 0 26 Aug 2025
Designing Practical Models for Isolated Word Visual Speech Recognition Iason Ioannis Panagos Giorgos Sfikas Christophoros Nikou 68 0 0 25 Aug 2025
Multi-scale Scanning Network for Machine Anomalous Sound Detection Yucong Zhang Juan Liu Ming Li 51 0 0 24 Aug 2025
Convergence and Generalization of Anti-Regularization for Parametric Models Dongseok Kim Wonjun Jeong Gisung Oh 189 0 0 24 Aug 2025
AMMKD: Adaptive Multimodal Multi-teacher Distillation for Lightweight Vision-Language Models Yuqi Li Chuanguang Yang Junhao Dong Zhengtao Yao Haoyan Xu Zeyu Dong Hansheng Zeng Zhulin An Yingli Tian VLM 105 5 0 23 Aug 2025
Vision encoders should be image size agnostic and task driven Nedyalko Prisadnikov Danda Pani Paudel Yuqian Fu Luc Van Gool 68 1 0 22 Aug 2025
Two-Stage Framework for Efficient UAV-Based Wildfire Video Analysis with Adaptive Compression and Fire Source Detection Yanbing Bai Rui-Yang Ju Lemeng Zhao Junjie Hu Jianchao Bi Erick Mas Shunichi Koshimura 90 0 0 22 Aug 2025
Label Smoothing++: Enhanced Label Regularization for Training Neural Networks S. Chhabra Hemanth Venkateswara Baoxin Li 88 0 0 22 Aug 2025
Bladder Cancer Diagnosis with Deep Learning: A Multi-Task Framework and Online Platform Jinliang Yu Mingduo Xie Yue Wang Tianfan Fu Xianglai Xu Jiajun Wang 44 0 0 21 Aug 2025
An Enhanced Audio Feature Tailored for Anomalous Sound Detection Based on Pre-trained ModelsInternational Conference on Artificial Neural Networks (ICANN), 2025 Guirui Zhong Qing Wang Jun Du Lei Wang Mingqi Cai Xin Fang 84 1 0 21 Aug 2025
Towards Reliable and Generalizable Differentially Private Machine Learning (Extended Version) Wenxuan Bao Vincent Bindschaedler AAML 208 0 0 21 Aug 2025
Controllable Latent Space Augmentation for Digital Pathology Sofiène Boutaj Marin Scalbert Pierre Marza Florent Couzinié-Devy Maria Vakalopoulou Stergios Christodoulidis 56 0 0 20 Aug 2025
DeepEmoNet: Building Machine Learning Models for Automatic Emotion Recognition in Human Speeches Tai Vu 60 0 0 20 Aug 2025
RICO: Two Realistic Benchmarks and an In-Depth Analysis for Incremental Learning in Object Detection Matthias Neuwirth-Trapp Maarten Bieshaar Danda Pani Paudel Luc Van Gool 213 1 0 19 Aug 2025
Calibrating Biased Distribution in VFM-derived Latent Space via Cross-Domain Geometric Consistency Yanbiao Ma Wei-Ming Dai Bowei Liu Jiayi Chen Wenke Huang Guancheng Wan Zhiwu Lu Junchi Yan FedML 148 0 0 19 Aug 2025
Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2025 Shumeng Li Jian Zhang Lei Qi Luping Zhou Yinghuan Shi Yang Gao Mamba 68 1 0 19 Aug 2025
Effect of Data Augmentation on Conformal Prediction for Diabetic Retinopathy Rizwan Ahamed Annahita Amireskandari Joel Palko Carol Laxson Binod Bhattarai P. Gyawali MedIm 80 0 0 19 Aug 2025
CRoC: Context Refactoring Contrast for Graph Anomaly Detection with Limited Supervision Siyue Xie D. Tam Wing Cheong Lau 124 0 0 17 Aug 2025
HDA-SELD: Hierarchical Cross-Modal Distillation with Multi-Level Data Augmentation for Low-Resource Audio-Visual Sound Event Localization and Detection Qing Wang Ya Jiang Hang Chen Sabato Marco Siniscalchi Jun Du J. Gao VLM 146 0 0 17 Aug 2025
CTRL Your Shift: Clustered Transfer Residual Learning for Many Small Datasets Gauri Jain Dominik Rothenhäusler Kirk Bansak E. Paulson 112 0 0 15 Aug 2025
Data-Driven Deepfake Image Detection Method -- The 2024 Global Deepfake Image Detection Challenge Xiaoya Zhu Yibing Nan Shiguo Lian 40 0 0 15 Aug 2025
PQ-DAF: Pose-driven Quality-controlled Data Augmentation for Data-scarce Driver Distraction Detection Haibin Sun Xinghui Song 124 0 0 14 Aug 2025
Retrieval-Augmented Prompt for OOD Detection Ruisong Han Zongbo Han Jiahao Zhang Mingyue Cheng Changqing Zhang 100 0 0 14 Aug 2025
A Survey of Cognitive Distortion Detection and Classification in NLP Archie Sage Jeroen Keppens Helen Yannakoudakis 135 0 0 13 Aug 2025
Combating Noisy Labels via Dynamic Connection Masking Xinlei Zhang Fan Liu Chuanyi Zhang Fan Cheng Yuhui Zheng NoLa 244 1 0 13 Aug 2025
Exploring the Equivalence of Closed-Set Generative and Real Data Augmentation in Image Classification Haowen Wang Guowei Zhang Xiang Zhang Zeyuan Chen Haiyang Xu Dou Hoon Kwark Zhuowen Tu 140 0 0 13 Aug 2025
Learning Spatial Decay for Vision Transformers Yuxin Mao Zhen Qin Jinxing Zhou Bin Fan Jing Zhang Yiran Zhong Yuchao Dai 84 1 0 13 Aug 2025
Separating Knowledge and Perception with Procedural Data Adrian Rodriguez-Munoz Manel Baradad Phillip Isola Antonio Torralba VLM OCL 225 0 0 12 Aug 2025
UniConvNet: Expanding Effective Receptive Field while Maintaining Asymptotically Gaussian Distribution for ConvNets of Any Scale Yuhao Wang Wei Xi 176 1 0 12 Aug 2025
Uncertainty-aware Cross-training for Semi-supervised Medical Image SegmentationIEEE Transactions on Image Processing (IEEE TIP), 2025 Kaiwen Huang Tao Zhou Huazhu Fu Yizhe Zhang Yi Zhou Xiao-Jun Wu OOD UQCV 118 1 0 12 Aug 2025
Deep Neural Network Calibration by Reducing Classifier Shift with Stochastic Masking Jiani Ni He Zhao Yibo Yang Dandan Guo UQCV 84 0 0 12 Aug 2025
3DFroMLLM: 3D Prototype Generation only from Pretrained Multimodal LLMs Noor Ahmed Cameron Braunstein Steffen Eger Eddy Ilg 80 1 0 12 Aug 2025