mixup: Beyond Empirical Risk Minimization

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

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Title
Attribute Inference Attacks for Federated Regression Tasks Francesco Diana Othmane Marfoq Chuan Xu Giovanni Neglia F. Giroire Eoin Thomas AAML 270 1 0 19 Nov 2024
MaskMedPaint: Masked Medical Image Inpainting with Diffusion Models for Mitigation of Spurious Correlations Qixuan Jin Walter Gerych Marzyeh Ghassemi DiffM MedIm 41 0 0 16 Nov 2024
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data Kai Helli David Schnurr Noah Hollmann Samuel G. Müller Frank Hutter OOD 38 5 0 15 Nov 2024
On the Surprising Effectiveness of Attention Transfer for Vision Transformers Alexander C. Li Yuandong Tian Bin Chen Deepak Pathak Xinlei Chen 45 1 0 14 Nov 2024
Breaking the Low-Rank Dilemma of Linear Attention Qihang Fan Huaibo Huang Ran He 55 1 0 12 Nov 2024
Federated Learning Client Pruning for Noisy Labels Mahdi Morafah Hojin Chang Chong Chen Bill Lin 47 1 0 11 Nov 2024
Learning from Different Samples: A Source-free Framework for Semi-supervised Domain Adaptation Xinyang Huang Chuang Zhu Bowen Zhang Shanghang Zhang 28 1 0 11 Nov 2024
Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation Xiaowei Yu Zhe Huang Zao Zhang ViT 26 1 0 10 Nov 2024
PSELDNets: Pre-trained Neural Networks on Large-scale Synthetic Datasets for Sound Event Localization and Detection Jinbo Hu Yin Cao Ming Wu Fang Kang Feiran Yang Wenwu Wang Mark D. Plumbley J. Yang 36 0 0 10 Nov 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation Anil Kag Huseyin Coskun Jierun Chen Junli Cao Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Jian Ren 53 3 0 07 Nov 2024
Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion Kaizhe Hu Zihang Rui Yao He Yuyao Liu Pu Hua Huazhe Xu 49 1 0 07 Nov 2024
Progressive Multi-Level Alignments for Semi-Supervised Domain Adaptation SAR Target Recognition Using Simulated Data Xinzheng Zhang Hui Zhu Hongqian Zhuang 37 0 0 07 Nov 2024
Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation Tao Wang Xinlin Zhang Yuanbin Chen Yuanbo Zhou Longxuan Zhao T. Tan Tong Tong 24 0 0 07 Nov 2024
Energy Score-based Pseudo-Label Filtering and Adaptive Loss for Imbalanced Semi-supervised SAR target recognition Xinzheng Zhang Yuqing Luo Guopeng Li 34 0 0 06 Nov 2024
Optimal Defenses Against Gradient Reconstruction Attacks Yuxiao Chen Gamze Gürsoy Qi Lei FedML AAML 31 0 0 06 Nov 2024
SPACE: SPAtial-aware Consistency rEgularization for anomaly detection in Industrial applications Daehwan Kim Hyungmin Kim Daun Jeong Sungho Suh Hansang Cho 39 0 0 05 Nov 2024
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal Xiujin Zhu Chee-Onn Chow Joon Huang Chuah Mamba 50 0 0 05 Nov 2024
Divergent Domains, Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading Sharon Chokuwa M. H. Khan 38 1 0 04 Nov 2024
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation Yan Li Weiwei Guo Xue Yang Ning Liao Shaofeng Zhang Yi Yu Wenxian Yu Junchi Yan ObjD 45 0 0 04 Nov 2024
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models Junjiao Tian Chengyue Huang Z. Kira 44 1 0 03 Nov 2024
ANNE: Adaptive Nearest Neighbors and Eigenvector-based Sample Selection for Robust Learning with Noisy Labels F. Cordeiro G. Carneiro NoLa 45 1 0 03 Nov 2024
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation Seongsu Ha Chaeyun Kim Donghwa Kim Junho Lee Sangho Lee Joonseok Lee 55 2 0 03 Nov 2024
Does the Definition of Difficulty Matter? Scoring Functions and their Role for Curriculum Learning Simon Rampp M. Milling Andreas Triantafyllopoulos Björn Schuller 41 1 0 01 Nov 2024
Inducing Semi-Structured Sparsity by Masking for Efficient Model Inference in Convolutional Networks David A. Danhofer 32 0 0 01 Nov 2024
Angular Distance Distribution Loss for Audio Classification Antonio Almudévar Romain Serizel Alfonso Ortega 28 0 0 31 Oct 2024
AIDOVECL: AI-generated Dataset of Outpainted Vehicles for Eye-level Classification and Localization A. Kazemi Qurat ul ain Fatima Volodymyr V. Kindratenko Christopher Tessum 43 0 0 31 Oct 2024
Recovering Complete Actions for Cross-dataset Skeleton Action Recognition Hanchao Liu Yujiang Li Tai-Jiang Mu Shi-Min Hu 34 0 0 31 Oct 2024
Mutual Information Preserving Neural Network Pruning Charles Westphal Stephen Hailes Mirco Musolesi 57 1 0 31 Oct 2024
A Monte Carlo Framework for Calibrated Uncertainty Estimation in Sequence Prediction Qidong Yang Weicheng Zhu Joseph Keslin L. Zanna Tim G. J. Rudner Carlos Fernandez-Granda BDL UQCV AI4TS 51 0 0 30 Oct 2024
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm Zhichao Hou Weizhi Gao Yuchen Shen Feiyi Wang Xiaorui Liu VLM 30 2 0 30 Oct 2024
First Place Solution to the ECCV 2024 ROAD++ Challenge @ ROAD++ Spatiotemporal Agent Detection 2024 Tengfei Zhang Heng Zhang Ruyang Li Qi Deng Yaqian Zhao Rengang Li MQ 22 0 0 30 Oct 2024
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets Adrian Iordache B. Alexe Radu Tudor Ionescu 40 1 0 29 Oct 2024
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier Pin-Yen Huang Szu-Wei Fu Yu Tsao 42 0 0 29 Oct 2024
Self-Relaxed Joint Training: Sample Selection for Severity Estimation with Ordinal Noisy Labels Shumpei Takezaki Kiyohito Tanaka S. Uchida NoLa 35 0 0 29 Oct 2024
Decoupled Data Augmentation for Improving Image Classification Ruoxin Chen Zhe Wang Ke-Yue Zhang Shuang Wu Jiamu Sun Shouli Wang Taiping Yao Shouhong Ding DiffM 47 2 0 29 Oct 2024
Semi-Supervised Self-Learning Enhanced Music Emotion Recognition Yifu Sun Xulong Zhang Monan Zhou Wei Li 37 0 0 29 Oct 2024
ByteNet: Rethinking Multimedia File Fragment Classification through Visual Perspectives Wenyang Liu Kejun Wu Tianyi Liu Yi Wang Kim-Hui Yap Lap-Pui Chau 52 3 0 28 Oct 2024
Heterogeneous Interaction Modeling With Reduced Accumulated Error for Multi-Agent Trajectory Prediction Siyuan Chen Jiahai Wang 49 10 0 28 Oct 2024
ANOMIX: A Simple yet Effective Hard Negative Generation via Mixing for Graph Anomaly Detection Hwan Kim Junghoon Kim Sungsu Lim 34 0 0 27 Oct 2024
Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs Yuto Shibata Yasunori Kudo Yohei Sugawara 41 0 0 26 Oct 2024
A Survey of Deep Graph Learning under Distribution Shifts: from Graph Out-of-Distribution Generalization to Adaptation Kexin Zhang Shuhan Liu Song Wang Weili Shi Chen Chen Pan Li Sheng Li Jundong Li Kaize Ding OOD 55 2 0 25 Oct 2024
Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance Omer Nahum Nitay Calderon Orgad Keller Idan Szpektor Roi Reichart 30 2 0 24 Oct 2024
Enhancing pretraining efficiency for medical image segmentation via transferability metrics Gábor Hidy Bence Bakos András Lukács 34 1 0 24 Oct 2024
Probabilistic Language-Image Pre-Training Sanghyuk Chun Wonjae Kim Song Park Sangdoo Yun MLLM VLM CLIP 221 4 2 24 Oct 2024
Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression Recognition Jie Song Mengqiao He Jinhua Feng Bo Shen 34 0 0 23 Oct 2024
Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation Muquan Li Dongyang Zhang Tao He Xiurui Xie Yuan-Fang Li Ke Qin 28 1 0 23 Oct 2024
GDDA: Semantic OOD Detection on Graphs under Covariate Shift via Score-Based Diffusion Models Zhixia He Chen Zhao Minglai Shao Yujie Lin Dong Li Q. Tian DiffM 43 4 0 23 Oct 2024
Unified Microphone Conversion: Many-to-Many Device Mapping via Feature-wise Linear Modulation Myeonghoon Ryu Hongseok Oh Suji Lee Han Park 23 0 0 23 Oct 2024
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation Jiamu Wang Jin Tae Kwak 33 0 0 22 Oct 2024
Scalable Implicit Graphon Learning Ali Azizpour Nicolas Zilberstein Santiago Segarra GNN 53 0 0 22 Oct 2024