mixup: Beyond Empirical Risk Minimization

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

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Title
Location-Oriented Sound Event Localization and Detection with Spatial Mapping and Regression Localization Xueping Zhang Yaxiong Chen Ruilin Yao Yunfei Zi Shengwu Xiong 38 0 0 11 Apr 2025
Self-Bootstrapping for Versatile Test-Time Adaptation Shuaicheng Niu Guohao Chen P. Zhao Tianyi Wang Pengcheng Wu Zhiqi Shen ViT TTA 62 0 0 10 Apr 2025
Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks Erin Carson Xinye Chen 54 0 0 10 Apr 2025
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning Yangning Li Zihua Lan Lv Qingsong Hai-Tao Zheng Hai-Tao Zheng 37 0 0 09 Apr 2025
D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition Rupayan Mallick Sibo Dong Nataniel Ruiz Sarah Adel Bargal DiffM 54 0 0 08 Apr 2025
SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning Fida Mohammad Thoker Letian Jiang Chen Zhao Piyush Bagad Hazel Doughty Bernard Ghanem Cees G. M. Snoek ViT SSL 57 0 0 08 Apr 2025
Towards Calibration Enhanced Network by Inverse Adversarial Attack Yupeng Cheng Zi Pong Lim Sarthak Ketanbhai Modi Yon Shin Teo Yushi Cao Shang-Wei Lin AAML 26 0 0 08 Apr 2025
Universal Lymph Node Detection in Multiparametric MRI with Selective Augmentation T. Mathai Sungwon Lee Thomas C. Shen Zhiyong Lu Ronald M. Summers 43 0 0 07 Apr 2025
S^4M: Boosting Semi-Supervised Instance Segmentation with SAM Heeji Yoon Heeseong Shin Eunbeen Hong Hyunwook Choi Hansang Cho Daun Jeong Seungryong Kim 33 0 0 07 Apr 2025
Sub-Clustering for Class Distance Recalculation in Long-Tailed Drug Classification Yujia Su Xinjie Li Lionel Z. Wang 46 0 0 07 Apr 2025
Formula-Supervised Sound Event Detection: Pre-Training Without Real Data Yuto Shibata Keitaro Tanaka Yoshiaki Bando Keisuke Imoto Hirokatsu Kataoka Yoshimitsu Aoki 36 0 0 06 Apr 2025
Your Image Generator Is Your New Private Dataset Nicolo Resmini Eugenio Lomurno Cristian Sbrolli Matteo Matteucci 31 0 0 06 Apr 2025
Resilience of Vision Transformers for Domain Generalisation in the Presence of Out-of-Distribution Noisy Images Hamza Riaz Alan F. Smeaton 41 0 0 05 Apr 2025
Detecting underdetermination in parameterized quantum circuits Marie Kempkes Jakob Spiegelberg Evert van Nieuwenburg Vedran Dunjko 41 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 40 6 0 03 Apr 2025
Enlightenment Period Improving DNN Performance Tiantian Liu Weishi Xu Meng Wan Jue Wang 38 0 0 02 Apr 2025
SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning Fida Mohammad Thoker Letian Jiang Chen Zhao Bernard Ghanem 62 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 51 0 0 01 Apr 2025
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments Enjun Du Xunkai Li Tian Jin Zhihan Zhang Rong-Hua Li Guoren Wang 48 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 51 0 0 01 Apr 2025
AMMSM: Adaptive Motion Magnification and Sparse Mamba for Micro-Expression Recognition Xuxiong Liu Tengteng Dong Fei Wang Weijie Feng Xiao Sun 54 0 0 31 Mar 2025
Towards Precise Action Spotting: Addressing Temporal Misalignment in Labels with Dynamic Label Assignment Masato Tamura 39 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 44 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 56 0 0 30 Mar 2025
LSNet: See Large, Focus Small Ao Wang Hui Chen Zijia Lin Jiawei Han Guiguang Ding 44 0 0 29 Mar 2025
Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing Zhu Li Tianchen Zhao Xiang Xu Zheng Zhang Zhihua Li Xuanbai Chen Qin 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 42 0 0 29 Mar 2025
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 54 0 0 28 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
Recurrent Feature Mining and Keypoint Mixup Padding for Category-Agnostic Pose Estimation Junjie Chen Weilong Chen Yifan Zuo Yuming Fang 47 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 47 1 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 69 1 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 50 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 82 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 41 0 0 23 Mar 2025
Normalized Matching Transformer Abtin Pourhadi Paul Swoboda ViT 47 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 60 0 0 22 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 49 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 42 0 0 21 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 62 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 206 0 0 21 Mar 2025
CAARMA: Class Augmentation with Adversarial Mixup Regularization Massa Baali Xuelong Li Hongyu Chen Rita Singh Bhiksha Raj VLM 49 0 0 20 Mar 2025
Narrowing Class-Wise Robustness Gaps in Adversarial Training Fatemeh Amerehi Patrick Healy 48 0 0 20 Mar 2025
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding A. Kazerouni Soroush Mehraban Michael Brudno Babak Taati 46 0 0 19 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
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 87 3 0 19 Mar 2025
PARQ: Piecewise-Affine Regularized Quantization Lisa Jin Jianhao Ma Zechun Liu Andrey Gromov Aaron Defazio Lin Xiao MQ 43 0 0 19 Mar 2025
RAT: Boosting Misclassification Detection Ability without Extra Data Ge Yan Tsui-Wei Weng AAML 95 0 0 18 Mar 2025