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
Improving Speech Emotion Recognition with Mutual Information Regularized Generative Model Chung-Soo Ahn R. Rana Sunil Sivadas Carlos Busso Jagath Rajapakse 97 0 0 24 Dec 2025
ViT $^3$ : Unlocking Test-Time Training in Vision Dongchen Han Y. Li Tianyu Li Z. Cao Ziming Wang Jun Song Yu Cheng Bo Zheng Gao Huang ViT 20 0 0 01 Dec 2025
ForamDeepSlice: A High-Accuracy Deep Learning Framework for Foraminifera Species Classification from 2D Micro-CT Slices Abdelghafour Halimi Ali Alibrahim Didier Barradas-Bautista Ronell Sicat Abdulkader M. Afifi 16 0 0 30 Nov 2025
Local and Global Context-and-Object-part-Aware Superpixel-based Data Augmentation for Deep Visual RecognitionIEEE Transactions on Image Processing (IEEE TIP), 2025 Fadi Dornaika Danyang Sun 20 10 0 28 Nov 2025
Pathology-Aware Prototype Evolution via LLM-Driven Semantic Disambiguation for Multicenter Diabetic Retinopathy Diagnosis Chunzheng Zhu Yangfang Lin Jialin Shao Jianxin Lin Yijun Wang 40 0 0 27 Nov 2025
FedRE: A Representation Entanglement Framework for Model-Heterogeneous Federated Learning Yuan Yao Lixu Wang Jiaqi Wu Jin Song Simin Chen Zehua Wang Zijian Tian Wei Chen Huixia Li Xiaoxiao Li FedML 72 0 0 27 Nov 2025
Lost in Time? A Meta-Learning Framework for Time-Shift-Tolerant Physiological Signal Transformation Qian Hong Cheng Bian Xiao Zhou Xiaoyu Li Yelei Li Zijing Zeng OOD AI4TS 269 0 0 26 Nov 2025
A Probabilistic Framework for Temporal Distribution Generalization in Industry-Scale Recommender Systems Yuxuan Zhu Cong Fu Yabo Ni Anxiang Zeng Yuan Fang OOD 340 0 0 26 Nov 2025
MambaEye: A Size-Agnostic Visual Encoder with Causal Sequential Processing Changho Choi Minho Kim Jinkyu Kim Mamba 120 0 0 25 Nov 2025
Learning to Clean: Reinforcement Learning for Noisy Label Correction Marzi Heidari Hanping Zhang Yuhong Guo NoLa OffRL OnRL 329 0 0 25 Nov 2025
Bridging the Language Gap: Synthetic Voice Diversity via Latent Mixup for Equitable Speech Recognition Wesley Bian Xiaofeng Lin Guang Cheng 40 0 0 25 Nov 2025
Advancing Image Classification with Discrete Diffusion Classification Modeling Omer Belhasin Shelly Golan Ran El-Yaniv Michael Elad DiffM 176 0 0 25 Nov 2025
Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization X. Wang Zhangtao Cheng Ting Zhong Leiting Chen Fan Zhou 64 0 0 25 Nov 2025
TiCT: A Synthetically Pre-Trained Foundation Model for Time Series Classification Chin-Chia Michael Yeh Uday Singh Saini Junpeng Wang Xin Dai Xiran Fan Jiarui Sun Yujie Fan Yan Zheng AI4TS 184 0 0 24 Nov 2025
Rethinking Vision Transformer Depth via Structural Reparameterization Chengwei Zhou Vipin Chaudhary Gourav Datta ViT 80 0 0 24 Nov 2025
On the Role of Hidden States of Modern Hopfield Network in Transformer Tsubasa Masumura Masato Taki 97 0 0 24 Nov 2025
MultiDiffNet: A Multi-Objective Diffusion Framework for Generalizable Brain Decoding Mengchun Zhang Kateryna Shapovalenko Yucheng Shao Eddie Guo Parusha Pradhan DiffM 72 0 0 23 Nov 2025
TimePre: Bridging Accuracy, Efficiency, and Stability in Probabilistic Time-Series Forecasting Lingyu Jiang Lingyu Xu Peiran Li Qianwen Ge Dingyi Zhuang ... Ziming Zhang Zhengzhong Tu Michael R. Zielewski Kazunori D Yamada Fangzhou Lin AI4TS 142 0 0 23 Nov 2025
Preventing Shortcut Learning in Medical Image Analysis through Intermediate Layer Knowledge Distillation from Specialist TeachersMachine Learning for Biomedical Imaging (MLBI), 2025 Christopher Boland Sotirios Tsaftaris Sonia Dahdouh 164 0 0 21 Nov 2025
SG-OIF: A Stability-Guided Online Influence Framework for Reliable Vision Data Penghao Rao Runmin Jiang Min Xu 82 0 0 21 Nov 2025
Stabilizing Policy Gradient Methods via Reward Profiling Shihab Ahmed El Houcine Bergou A. Dutta Yue Wang 184 0 0 20 Nov 2025
Membership Inference Attacks Beyond Overfitting Mona Khalil Alberto Blanco-Justicia N. Jebreel Josep Domingo-Ferrer MIALM 142 0 0 20 Nov 2025
Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV NavigationInformation Fusion (Inf. Fusion), 2024 Lingfeng Zhang Y. Zhang Hongsheng Li Haoxiang Fu Yingbo Tang Hangjun Ye Long Chen Xiaojun Liang Xiaoshuai Hao Wenbo Ding 126 12 0 17 Nov 2025
H-CNN-ViT: A Hierarchical Gated Attention Multi-Branch Model for Bladder Cancer Recurrence Prediction Xueyang Li Zongren Wang Yuliang Zhang Zixuan Pan Yu-Jen Chen Nishchal Sapkota Gelei Xu Danny Chen Yiyu Shi 122 0 0 17 Nov 2025
Multi-Domain EEG Representation Learning with Orthogonal Mapping and Attention-based Fusion for Cognitive Load Classification Prithila Angkan Amin Jalali Paul Hungler Ali Etemad 64 0 0 16 Nov 2025
Breaking the Modality Wall: Time-step Mixup for Efficient Spiking Knowledge Transfer from Static to Event Domain Yuqi Xie Shuhan Ye Yi Yu Chong Wang Qixin Zhang Jiazhen Xu Le Shen Yuanbin Qian Jiangbo Qian Guoqi Li 68 0 0 15 Nov 2025
CATCHFed: Efficient Unlabeled Data Utilization for Semi-Supervised Federated Learning in Limited Labels Environments Byoungjun Park Pedro Porto Buarque de Gusmão Dongjin Ji Minhoe Kim 147 0 0 14 Nov 2025
GraphSB: Boosting Imbalanced Node Classification on Graphs through Structural Balance Chaofan Zhu Xiaobing Rui Zhixiao Wang 223 0 0 13 Nov 2025
Advancements in synthetic data extraction for industrial injection moldingPortuguese Conference on Artificial Intelligence (EPIA), 2025 Georg Rottenwalter Marcel Tilly Christian Bielenberg Katharina Obermeier AI4CE 100 0 0 11 Nov 2025
A Circular Argument : Does RoPE need to be Equivariant for Vision? Chase van de Geijn Timo Lüddecke Polina Turishcheva Alexander S. Ecker 114 2 0 11 Nov 2025
SASG-DA: Sparse-Aware Semantic-Guided Diffusion Augmentation For Myoelectric Gesture Recognition Chen Liu Can Han Weishi Xu Yaqi Wang Dahong Qian DiffM 328 0 0 11 Nov 2025
Local K-Similarity Constraint for Federated Learning with Label Noise Sanskar Amgain Prashant Shrestha Bidur Khanal Alina Devkota Yash Raj Shrestha Seungryul Baek P. Gyawali Binod Bhattarai FedML 149 0 0 09 Nov 2025
MT-HuBERT: Self-Supervised Mix-Training for Few-Shot Keyword Spotting in Mixed Speech Junming Yuan Ying Shi D. Wang Lantian Li A. Hamdulla SSL 344 0 0 09 Nov 2025
MERaLiON-SER: Robust Speech Emotion Recognition Model for English and SEA Languages Hardik B. Sailor Aw Ai Ti Chen Fang Yih Nancy Chiu Ying Lay Ding Yang ... Wong Heng Meng Jeremy Wu Jinyang Zhang Huayun Zhang Longyin Zou Xunlong AuLLM 340 0 0 07 Nov 2025
Embedding-Space Data Augmentation to Prevent Membership Inference Attacks in Clinical Time Series Forecasting Marius Fracarolli Michael Staniek Stefan Riezler 117 0 0 07 Nov 2025
DORAEMON: A Unified Library for Visual Object Modeling and Representation Learning at Scale Ke Du Yimin Peng Chao Gao Fan Zhou Siqiao Xue 80 0 0 06 Nov 2025
Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness Subeen Park Joowang Kim Hakyung Lee Sunjae Yoo Kyungwoo Song 104 0 0 06 Nov 2025
Colorectal Cancer Histopathological Grading using Multi-Scale Federated Learning Md Ahasanul Arafath Abhijit Kumar Ghosh Md Rony Ahmed Sabrin Afroz Minhazul Hosen Md Hasan Moon Md Tanzim Reza Md Zarif Ul Alam FedML 161 0 0 05 Nov 2025
Diffusion-Guided Mask-Consistent Paired Mixing for Endoscopic Image Segmentation Pengyu Jie Wanquan Liu Rui He Yihui Wen Deyu Meng Chenqiang Gao DiffM MedIm 192 0 0 05 Nov 2025
Differentiable Hierarchical Visual Tokenization Marius Aasan Martine Hjelkrem-Tan Nico Catalano Changkyu Choi Adín Ramirez Rivera 180 0 0 04 Nov 2025
Evolving Graph Learning for Out-of-Distribution Generalization in Non-stationary EnvironmentsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Qingyun Sun Jiayi Luo Haonan Yuan Xingcheng Fu Hao Peng Jianxin Li Philip S. Yu 174 0 0 04 Nov 2025
Advancing Machine-Generated Text Detection from an Easy to Hard Supervision Perspective Chenwang Wu Yiu-ming Cheung Bo Han Defu Lian DeLMO 140 0 0 02 Nov 2025
FastBoost: Progressive Attention with Dynamic Scaling for Efficient Deep Learning JunXi Yuan 84 0 0 02 Nov 2025
Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials Yifan Pu Jixuan Ying Qixiu Li Tianzhu Ye Dongchen Han Xiaochen Wang Ziyi Wang Xinyu Shao Gao Huang Xiu Li ViT 109 0 0 02 Nov 2025
Simple and Behavior-Driven Augmentation for Recommendation with Rich Collaborative Signals Doyun Choi Cheonwoo Lee Jaemin Yoo 151 0 0 01 Nov 2025
Consciousness-ECG Transformer for Conscious State Estimation System with Real-Time MonitoringExpert systems with applications (ESWA), 2025 Young-Seok Kweon Gi-Hwan Shin Ji-Yong Kim Bokyeong Ryu Seong-Whan Lee 100 0 0 31 Oct 2025
ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction Han Yu Kehan Li Dongbai Li Yue He Xingxuan Zhang Peng Cui OODD 338 2 0 31 Oct 2025
FedSM: Robust Semantics-Guided Feature Mixup for Bias Reduction in Federated Learning with Long-Tail Data J. Zhang Yimeng Xu Shujie Li Feng Liang Haihan Duan Yanjie Dong Victor C.M. Leung Xiping Hu 112 0 0 31 Oct 2025
Bias-Corrected Data Synthesis for Imbalanced Learning Pengfei Lyu Zhengchi Ma Linjun Zhang Anru R. Zhang 169 0 0 30 Oct 2025
Gradient-Weight Alignment as a Train-Time Proxy for Generalization in Classification Tasks Florian A. Hölzl Daniel Rueckert Georgios Kaissis 93 0 0 29 Oct 2025