mixup: Beyond Empirical Risk Minimization

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

50 / 4,964 papers shown

Title
Your Image Generator Is Your New Private Dataset Nicolo Resmini Eugenio Lomurno Cristian Sbrolli Matteo Matteucci 26 0 0 06 Apr 2025
Formula-Supervised Sound Event Detection: Pre-Training Without Real Data Yuto Shibata Keitaro Tanaka Yoshiaki Bando Keisuke Imoto Hirokatsu Kataoka Yoshimitsu Aoki 26 0 0 06 Apr 2025
Resilience of Vision Transformers for Domain Generalisation in the Presence of Out-of-Distribution Noisy Images Hamza Riaz A. Smeaton 41 0 0 05 Apr 2025
Detecting underdetermination in parameterized quantum circuits Marie Kempkes Jakob Spiegelberg Evert van Nieuwenburg Vedran Dunjko 36 0 0 04 Apr 2025
ATM-Net: Anatomy-Aware Text-Guided Multi-Modal Fusion for Fine-Grained Lumbar Spine Segmentation Sheng Lian Dengfeng Pan Jianlong Cai Guang-Yong Chen Zhun Zhong Zhiming Luo Shen Zhao Shuo Li 36 0 0 04 Apr 2025
Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLM-Powered Assistance Bo Yuan Yulin Chen Yin Zhang Wei Jiang NoLa 30 6 0 03 Apr 2025
Enlightenment Period Improving DNN Performance Tiantian Liu Weishi Xu Meng Wan Jue Wang 31 0 0 02 Apr 2025
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments Enjun Du Xunkai Li Tian Jin Zhihan Zhang R. Li Guoren Wang 38 0 0 01 Apr 2025
CopyQNN: Quantum Neural Network Extraction Attack under Varying Quantum Noise Zhenxiao Fu Leyi Zhao Xuhong Zhang Yilun Xu Gang Huang Fan Chen AAML 49 0 0 01 Apr 2025
Data-free Knowledge Distillation with Diffusion Models Xiaohua Qi Renda Li Long Peng Q. Ling Jun Yu Ziyi Chen Peng Chang Mei Han Jing Xiao 46 0 0 01 Apr 2025
SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning Fida Mohammad Thoker Letian Jiang Chen Zhao Bernard Ghanem 57 0 0 01 Apr 2025
Towards Precise Action Spotting: Addressing Temporal Misalignment in Labels with Dynamic Label Assignment Masato Tamura 34 0 0 31 Mar 2025
Spectral-Adaptive Modulation Networks for Visual Perception Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Paul Hongsuck Seo Dong Hwan Kim 42 0 0 31 Mar 2025
AMMSM: Adaptive Motion Magnification and Sparse Mamba for Micro-Expression Recognition Xuxiong Liu Tengteng Dong Fei Wang Weijie Feng Xiao Sun 51 0 0 31 Mar 2025
CA^2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition Jongseo Lee Joohyun Chang Dongho Lee Jinwoo Choi 51 0 0 30 Mar 2025
LSNet: See Large, Focus Small Ao Wang Hui Chen Zijia Lin J. Han Guiguang Ding 42 0 0 29 Mar 2025
Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing Z. Li Tianchen Zhao Xiang Xu Zheng Zhang Zhihua Li Xuanbai Chen Q. Zhang Alessandro Bergamo Anil K. Jain Yifan Xing 37 0 0 29 Mar 2025
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection Marc-Antoine Lavoie Anas Mahmoud Steven Waslander 37 0 0 29 Mar 2025
T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning Seong-Hyeon Hwang Minsu Kim Steven Euijong Whang 36 0 0 28 Mar 2025
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 49 0 0 28 Mar 2025
Recurrent Feature Mining and Keypoint Mixup Padding for Category-Agnostic Pose Estimation Junjie Chen Weilong Chen Yifan Zuo Yuming Fang 44 0 0 27 Mar 2025
Hybrid Multi-Stage Learning Framework for Edge Detection: A Survey Mark Phil Pacot Jayno Juventud Gleen Dalaorao 34 0 0 26 Mar 2025
Playing the Fool: Jailbreaking LLMs and Multimodal LLMs with Out-of-Distribution Strategy Joonhyun Jeong Seyun Bae Yeonsung Jung Jaeryong Hwang Eunho Yang AAML 43 0 0 26 Mar 2025
Causal invariant geographic network representations with feature and structural distribution shifts Yuhan Wang Silu He Qinyao Luo Hongyuan Yuan Ling Zhao Jiawei Zhu Haifeng Li OOD 64 0 0 25 Mar 2025
EventFly: Event Camera Perception from Ground to the Sky Lingdong Kong Dongyue Lu Xiang Xu Lai Xing Ng Wei Tsang Ooi Benoit R. Cottereau 45 0 0 25 Mar 2025
Enhancing Dataset Distillation via Non-Critical Region Refinement Minh-Tuan Tran Trung Le Xuan-May Le Thanh-Toan Do Dinh Q. Phung DD 72 0 0 24 Mar 2025
Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting Maochen Yang Zekun Li Jian Zhang Lei Qi Yinghuan Shi 38 0 0 23 Mar 2025
Normalized Matching Transformer Abtin Pourhadi Paul Swoboda ViT 42 0 0 22 Mar 2025
BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors Yu Wang Junxian Mu Hongzhi Huang Qilong Wang Pengfei Zhu Q. Hu 57 0 0 22 Mar 2025
PE-CLIP: A Parameter-Efficient Fine-Tuning of Vision Language Models for Dynamic Facial Expression Recognition Ibtissam Saadi Abdenour Hadid Douglas W. Cunningham Abdelmalik Taleb-Ahmed Y. E. Hillali VLM 50 0 0 21 Mar 2025
City2Scene: Improving Acoustic Scene Classification with City Features Yiqiang Cai Yizhou Tan Peihong Zhang Yuxuan Liu Shengchen Li Xi Shao Mark D. Plumbley 32 0 0 21 Mar 2025
EasyRobust: A Comprehensive and Easy-to-use Toolkit for Robust and Generalized Vision Xiaofeng Mao YueFeng Chen Rong Zhang Hui Xue Zhao Li Hang Su AAML VLM 43 0 0 21 Mar 2025
A Language Anchor-Guided Method for Robust Noisy Domain Generalization Zilin Dai Lehong Wang Fangzhou Lin Yidong Wang Zhigang Li Kazunori D Yamada Ziming Zhang Wang Lu 125 0 0 21 Mar 2025
CAARMA: Class Augmentation with Adversarial Mixup Regularization Massa Baali X. Li H. Chen Rita Singh Bhiksha Raj VLM 37 0 0 20 Mar 2025
Narrowing Class-Wise Robustness Gaps in Adversarial Training Fatemeh Amerehi Patrick Healy 40 0 0 20 Mar 2025
DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition Caoshuo Li Tanzhe Li Xiaobin Hu Donghao Luo Taisong Jin 66 0 0 19 Mar 2025
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding A. Kazerouni Soroush Mehraban Michael Brudno Babak Taati 43 0 0 19 Mar 2025
Temporal Regularization Makes Your Video Generator Stronger Harold Haodong Chen Haojian Huang Xianfeng Wu Yexin Liu Yajing Bai Wen-Jie Shu Harry Yang Ser-Nam Lim VGen 79 2 0 19 Mar 2025
PARQ: Piecewise-Affine Regularized Quantization Lisa Jin Jianhao Ma Zechun Liu Andrey Gromov Aaron Defazio Lin Xiao MQ 38 0 0 19 Mar 2025
RAT: Boosting Misclassification Detection Ability without Extra Data Ge Yan Tsui-Wei Weng AAML 90 0 0 18 Mar 2025
Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image Segmentation Yaxiong Chen Yujie Wang Zixuan Zheng Jingliang Hu Yilei Shi Shengwu Xiong Xiao Xiang Zhu Lichao Mou 52 1 0 18 Mar 2025
Predicting Cardiopulmonary Exercise Testing Outcomes in Congenital Heart Disease Through Multi-modal Data Integration and Geometric Learning Muhammet Alkan G. Veldtman F. Deligianni 53 0 0 18 Mar 2025
MonoCT: Overcoming Monocular 3D Detection Domain Shift with Consistent Teacher Models Johannes Meier Louis Inchingolo Oussema Dhaouadi Yan Xia Jacques Kaiser Daniel Cremers 58 0 0 17 Mar 2025
Gradient Extrapolation for Debiased Representation Learning Ihab Asaad M. Shadaydeh Joachim Denzler 38 0 0 17 Mar 2025
AugGen: Synthetic Augmentation Can Improve Discriminative Models Parsa Rahimi Damien Teney S´ebastien Marcel 64 0 0 14 Mar 2025
Exploring Performance-Complexity Trade-Offs in Sound Event Detection T. Morocutti Florian Schmid Jonathan Greif Francesco Foscarin Gerhard Widmer 38 0 0 14 Mar 2025
Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification Wassim Bouaziz El-Mahdi El-Mhamdi Nicolas Usunier 46 0 0 13 Mar 2025
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work Kevin Wilkinghoff Takuya Fujimura Keisuke Imoto Jonathan Le Roux Zheng-Hua Tan T. Toda 48 0 0 13 Mar 2025
Robust Asymmetric Heterogeneous Federated Learning with Corrupted Clients Xiuwen Fang Mang Ye Bo Du FedML 66 1 0 12 Mar 2025
ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation Tobias Christian Nauen Brian B. Moser Federico Raue Stanislav Frolov Andreas Dengel ViT 55 0 0 12 Mar 2025