v1v2 (latest)

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
Uncovering Zero-Shot Generalization Gaps in Time-Series Foundation Models Using Real-World Videos Lujun Li Lama Sleem Yiqun Wang Yangjie Xu Niccolo Gentile Radu State AI4TS 132 0 0 30 Sep 2025
Fidelity-Aware Data Composition for Robust Robot Generalization Zizhao Tong Di Chen Sicheng Hu Hongwei Fan Liliang Chen Maoqing Yao Hao Tang Hao Dong Ling Shao 116 0 0 29 Sep 2025
Category Discovery: An Open-World Perspective Zhenqi He Yuanpei Liu Kai Han 214 1 0 26 Sep 2025
LABELING COPILOT: A Deep Research Agent for Automated Data Curation in Computer Vision Debargha Ganguly Sumit Kumar Ishwar B Balappanawar Weicong Chen Shashank Kambhatla Srinivasan Iyengar Shivkumar Kalyanaraman Ponnurangam Kumaraguru Vipin Chaudhary VLM 146 0 0 26 Sep 2025
Cross-Dialect Bird Species Recognition with Dialect-Calibrated Augmentation Jiani Ding Qiyang Sun Alican Akman Björn Schuller 88 0 0 26 Sep 2025
Real-Time Object Detection Meets DINOv3 Shihua Huang Yongjie Hou Longfei Liu Xuanlong Yu Xi Shen ObjD 3DH PINN VLM 290 2 0 25 Sep 2025
Neptune-X: Active X-to-Maritime Generation for Universal Maritime Object Detection Yu Guo Shengfeng He Yuxu Lu Haonan An Yihang Tao Huilin Zhu Jingxian Liu Yuguang Fang 198 1 0 25 Sep 2025
SynSonic: Augmenting Sound Event Detection through Text-to-Audio Diffusion ControlNet and Effective Sample Filtering Jiarui Hai Mounya Elhilali DiffM 57 0 0 23 Sep 2025
DTW-Align: Bridging the Modality Gap in End-to-End Speech Translation with Dynamic Time Warping Alignment Abderrahmane Issam Yusuf Can Semerci Jan Scholtes Gerasimos Spanakis 60 0 0 23 Sep 2025
Debugging Concept Bottleneck Models through Removal and Retraining Eric Enouen Sainyam Galhotra 132 0 0 23 Sep 2025
ViG-LRGC: Vision Graph Neural Networks with Learnable Reparameterized Graph Construction Ismael Elsharkawi Hossam Sharara Ahmed Rafea 84 0 0 23 Sep 2025
Intra-Cluster Mixup: An Effective Data Augmentation Technique for Complementary-Label Learning Tan-Ha Mai Hsuan-Tien Lin 88 1 0 22 Sep 2025
Multimodal Medical Image Classification via Synergistic Learning Pre-training Qinghua Lin Guang-Hai Liu Zuoyong Li Yang Li Yuting Jiang Xiang Wu 96 0 0 22 Sep 2025
LLM-Guided Co-Training for Text Classification Md Mezbaur Rahman Cornelia Caragea 57 0 0 20 Sep 2025
IPF-RDA: An Information-Preserving Framework for Robust Data AugmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Suorong Yang Hongchao Yang Suhan Guo Jian Zhao Furao Shen AAML 141 1 0 20 Sep 2025
Understanding Embedding Scaling in Collaborative Filtering Zhuangzhuang He Zhou Kaiyu Haoyue Bai Fengbin Zhu Yonghui Yang 129 0 0 19 Sep 2025
SCENEFORGE: Enhancing 3D-text alignment with Structured Scene Compositions Cristian Sbrolli Matteo Matteucci 148 0 0 19 Sep 2025
Towards Privacy-Preserving and Heterogeneity-aware Split Federated Learning via Probabilistic Masking Xingchen Wang Feijie Wu Chenglin Miao Tianchun Li Haoyu Hu Qiming Cao Jing Gao Lu Su 108 0 0 18 Sep 2025
LSTC-MDA: A Unified Framework for Long-Short Term Temporal Convolution and Mixed Data Augmentation in Skeleton-Based Action Recognition Feng Ding H. Fu Soroush Oraki Jie Liang 44 0 0 18 Sep 2025
VisMoDAl: Visual Analytics for Evaluating and Improving Corruption Robustness of Vision-Language Models Huanchen Wang Wencheng Zhang Zhiqiang Wang Zhicong Lu Yuxin Ma 111 0 0 18 Sep 2025
Self Identity MappingNeural Networks (NN), 2025 Xiuding Cai Yaoyao Zhu Linjie Fu Dong Miao Yu Yao 164 0 0 17 Sep 2025
Class-Invariant Test-Time Augmentation for Domain Generalization Zhicheng Lin Xiaolin Wu Xi Zhang OOD TTA 338 0 0 17 Sep 2025
Noise Supervised Contrastive Learning and Feature-Perturbed for Anomalous Sound DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Shun Huang Zhihua Fang Liang He 107 2 0 17 Sep 2025
Time-step Mixup for Efficient Spiking Knowledge Transfer from Appearance to Event Domain Yuqi Xie Shuhan Ye Yi Yu Chong Wang Qixin Zhang Jiazhen Xu Le Shen Yuanbin Qian Jiangbo Qian Guoqi Li 93 0 0 16 Sep 2025
Improving Anomalous Sound Detection with Attribute-aware Representation from Domain-adaptive Pre-training Xin Fang Guirui Zhong Qing Wang Fan Chu Lei Wang Mengui Qian Mingqi Cai Jiangzhao Wu J. Gao Jun Du 89 0 0 16 Sep 2025
The Quest for Universal Master Key Filters in DS-CNNs Z. Babaiee Peyman M. Kiassari Daniela Rus Radu Grosu 108 1 0 15 Sep 2025
Logit Mixture Outlier Exposure for Fine-grained Out-of-Distribution Detection Akito Shinohara Kohei Fukuda Hiroaki Aizawa OODD 166 0 0 15 Sep 2025
SelectMix: Enhancing Label Noise Robustness through Targeted Sample Mixing Qiuhao Liu Ling Li Yao Lu Qi Xuan Zhaowei Zhu Jiaheng Wei NoLa 225 1 0 14 Sep 2025
CCoMAML: Efficient Cattle Identification Using Cooperative Model-Agnostic Meta-Learning Rabin Dulal Lihong Zheng Ashad Kabir 92 0 0 14 Sep 2025
ImMimic: Cross-Domain Imitation from Human Videos via Mapping and Interpolation Yangcen Liu Woo Chul Shin Yunhai Han Zhenyang Chen Harish Ravichandar Danfei Xu 88 8 0 13 Sep 2025
Local Density-Based Anomaly Score Normalization for Domain Generalization Kevin Wilkinghoff Haici Yang Janek Ebbers François Germain Gordon Wichern Jonathan Le Roux 91 1 0 13 Sep 2025
LoFT: Parameter-Efficient Fine-Tuning for Long-tailed Semi-Supervised Learning in Open-World Scenarios Zhiyuan Huang Jiahao Chen Yurou Liu Bing Su 145 0 0 12 Sep 2025
Improving Audio Event Recognition with Consistency Regularization Shanmuka Sadhu Weiran Wang 79 0 0 12 Sep 2025
Modality-Agnostic Input Channels Enable Segmentation of Brain lesions in Multimodal MRI with Sequences Unavailable During Training Anthony P. Addison Felix Wagner Wentian Xu Natalie Voets Konstantinos Kamnitsas 44 0 0 11 Sep 2025
Adaptive Knowledge Distillation using a Device-Aware Teacher for Low-Complexity Acoustic Scene Classification Seung Gyu Jeong Seong-Eun Kim 92 0 0 11 Sep 2025
Images in Motion?: A First Look into Video Leakage in Collaborative Deep Learning Md Fazle Rasul Alanood Alqobaisi Bruhadeshwar Bezawada I. Ray AAML FedML 116 0 0 11 Sep 2025
"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and ExplanationsACM Transactions on Knowledge Discovery from Data (TKDD), 2025 Gianlucca L. Zuin Adriano Veloso 151 0 0 11 Sep 2025
CoSwin: Convolution Enhanced Hierarchical Shifted Window Attention For Small-Scale Vision Puskal Khadka Rodrigue Rizk Longwei Wang KC Santosh ViT 67 0 0 10 Sep 2025
How Far Are We from True Unlearnability?International Conference on Learning Representations (ICLR), 2025 Kai Ye Liangcai Su Chenxiong Qian 134 4 0 09 Sep 2025
Lookup multivariate Kolmogorov-Arnold Networks Sergey Pozdnyakov Philippe Schwaller 112 0 0 08 Sep 2025
Methodological Insights into Structural Causal Modelling and Uncertainty-Aware Forecasting for Economic Indicators Federico Cerutti 74 0 0 08 Sep 2025
Video-based Generalized Category Discovery via Memory-Guided Consistency-Aware Contrastive Learning Zhang Jing Pu Nan Xie Yu Xiang Guo Yanming Lu Qianqi Zou Shiwei Yan Jie Chen Yan CLL 104 1 0 08 Sep 2025
CAPMix: Robust Time Series Anomaly Detection Based on Abnormal Assumptions with Dual-Space Mixup Xudong Mou Rui Wang Tiejun Wang Renyu Yang Shiru Chen Jie Sun Tianyu Wo Xudong Liu AI4TS 92 0 0 08 Sep 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation Nam Duong Tran Nam Nguyen Phuong Hieu H. Pham Phi Le Nguyen My T. Thai OOD 92 0 0 07 Sep 2025
MedLiteNet: Lightweight Hybrid Medical Image Segmentation Model Pengyang Yu Haoquan Wang Gerard Marks Tahar Kechadi Laurence T. Yang Sahraoui Dhelim Nyothiri Aung MedIm ViT 73 0 0 03 Sep 2025
LSAM: Asynchronous Distributed Training with Landscape-Smoothed Sharpness-Aware Minimization Yunfei Teng Sixin Zhang 113 0 0 03 Sep 2025
AudioRWKV: Efficient and Stable Bidirectional RWKV for Audio Pattern Recognition Jiayu Xiong Jun Xue Jianlong Kwan Jing Wang 85 0 0 02 Sep 2025
Enhancing Zero-Shot Pedestrian Attribute Recognition with Synthetic Data Generation: A Comparative Study with Image-To-Image Diffusion ModelsAdvanced Video and Signal Based Surveillance (AVSS), 2025 Pablo Ayuso-Albizu Juan C. Sanmiguel Pablo Carballeira 92 0 0 02 Sep 2025
A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion ModelsAdvanced Video and Signal Based Surveillance (AVSS), 2025 Alejandro Alonso Sawaiz A. Chaudhry Juan C. Sanmiguel Álvaro García-Martín Pablo Ayuso-Albizu Pablo Carballeira DiffM 84 0 0 02 Sep 2025
Ordinal Adaptive Correction: A Data-Centric Approach to Ordinal Image Classification with Noisy Labels Alireza Sedighi Moghaddam Mohammad Reza Mohammadi 96 0 0 02 Sep 2025