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mixup: Beyond Empirical Risk Minimization

mixup: Beyond Empirical Risk Minimization

25 October 2017
Hongyi Zhang
Moustapha Cissé
Yann N. Dauphin
David Lopez-Paz
    NoLa
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Papers citing "mixup: Beyond Empirical Risk Minimization"

50 / 4,964 papers shown
Title
Low-Cost Self-Ensembles Based on Multi-Branch Transformation and Grouped
  Convolution
Low-Cost Self-Ensembles Based on Multi-Branch Transformation and Grouped Convolution
Hojung Lee
Jong-Seok Lee
3DV
43
1
0
05 Aug 2024
Label Augmentation for Neural Networks Robustness
Label Augmentation for Neural Networks Robustness
Fatemeh Amerehi
Patrick Healy
AAML
39
1
0
04 Aug 2024
Distribution-Level Memory Recall for Continual Learning: Preserving
  Knowledge and Avoiding Confusion
Distribution-Level Memory Recall for Continual Learning: Preserving Knowledge and Avoiding Confusion
Shaoxu Cheng
Kanglei Geng
Chiyuan He
Zihuan Qiu
Linfeng Xu
Heqian Qiu
Lanxiao Wang
Qingbo Wu
Fanman Meng
Hongliang Li
CLL
24
0
0
04 Aug 2024
Masked Angle-Aware Autoencoder for Remote Sensing Images
Masked Angle-Aware Autoencoder for Remote Sensing Images
Zhihao Li
B. Hou
Siteng Ma
Zitong Wu
Xianpeng Guo
Bo Ren
Licheng Jiao
46
11
0
04 Aug 2024
Privacy-Preserving Split Learning with Vision Transformers using
  Patch-Wise Random and Noisy CutMix
Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix
Yang Jin
Sihun Baek
Lei Zhang
Hyelin Nam
Praneeth Vepakomma
Ramesh Raskar
Mehdi Bennis
Seong-Lyun Kim
36
2
0
02 Aug 2024
Scaling Backwards: Minimal Synthetic Pre-training?
Scaling Backwards: Minimal Synthetic Pre-training?
Ryo Nakamura
Ryu Tadokoro
Ryosuke Yamada
Tim Puhlfürß
Iro Laina
Christian Rupprecht
Walid Maalej
Rio Yokota
Hirokatsu Kataoka
DD
22
2
0
01 Aug 2024
A Systematic Review on Long-Tailed Learning
A Systematic Review on Long-Tailed Learning
Chongsheng Zhang
G. Almpanidis
Gaojuan Fan
Binquan Deng
Yanbo Zhang
Ji Liu
Aouaidjia Kamel
Paolo Soda
Joao Gama
29
7
0
01 Aug 2024
LADDER: Language Driven Slice Discovery and Error Rectification
LADDER: Language Driven Slice Discovery and Error Rectification
Shantanu Ghosh
Rayan Syed
Chenyu Wang
Clare B. Poynton
Kayhan Batmanghelich
39
0
0
31 Jul 2024
Adaptive Mix for Semi-Supervised Medical Image Segmentation
Adaptive Mix for Semi-Supervised Medical Image Segmentation
Zhiqiang Shen
Peng Cao
Junming Su
Jinzhu Yang
Osmar R. Zaiane
51
0
0
31 Jul 2024
dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from
  Multiple Humans
dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans
M. Herde
Denis Huseljic
Lukas Rauch
Bernhard Sick
31
1
0
30 Jul 2024
Investigating the Impact of Semi-Supervised Methods with Data
  Augmentation on Offensive Language Detection in Romanian Language
Investigating the Impact of Semi-Supervised Methods with Data Augmentation on Offensive Language Detection in Romanian Language
Elena Beatrice Nicola
Dumitru-Clementin Cercel
Florin-Catalin Pop
34
1
0
29 Jul 2024
Practical and Reproducible Symbolic Music Generation by Large Language
  Models with Structural Embeddings
Practical and Reproducible Symbolic Music Generation by Large Language Models with Structural Embeddings
Seungyeon Rhyu
Kichang Yang
Sungjun Cho
Jaehyeon Kim
Kyogu Lee
Moontae Lee
35
0
0
29 Jul 2024
Frequency & Channel Attention Network for Small Footprint Noisy Spoken
  Keyword Spotting
Frequency & Channel Attention Network for Small Footprint Noisy Spoken Keyword Spotting
Yuanxi Lin
Yuriy Evgenyevich Gapanyuk
33
0
0
29 Jul 2024
Contextuality Helps Representation Learning for Generalized Category
  Discovery
Contextuality Helps Representation Learning for Generalized Category Discovery
Tingzhang Luo
Mingxuan Du
Jiatao Shi
Xinxiang Chen
Bingchen Zhao
Shaoguang Huang
49
4
0
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Improving Domain Adaptation Through Class Aware Frequency Transformation
Improving Domain Adaptation Through Class Aware Frequency Transformation
Vikash Kumar
Himanshu Patil
Rohit Lal
Anirban Chakraborty
27
5
0
28 Jul 2024
Depth-Wise Convolutions in Vision Transformers for Efficient Training on
  Small Datasets
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets
Tianxiao Zhang
Wenju Xu
Bo Luo
Guanghui Wang
ViT
MDE
40
7
0
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Advancing Neural Network Performance through Emergence-Promoting Initialization Scheme
Advancing Neural Network Performance through Emergence-Promoting Initialization Scheme
Johnny Jingze Li
V. George
Gabriel A. Silva
ODL
41
0
0
26 Jul 2024
Learn from the Learnt: Source-Free Active Domain Adaptation via
  Contrastive Sampling and Visual Persistence
Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence
Mengyao Lyu
Tianxiang Hao
Xinhao Xu
Hui Chen
Zijia Lin
Jungong Han
Guiguang Ding
VLM
TTA
31
5
0
26 Jul 2024
VACoDe: Visual Augmented Contrastive Decoding
VACoDe: Visual Augmented Contrastive Decoding
Sihyeon Kim
Boryeong Cho
Sangmin Bae
Sumyeong Ahn
SeYoung Yun
34
3
0
26 Jul 2024
Deep Companion Learning: Enhancing Generalization Through Historical
  Consistency
Deep Companion Learning: Enhancing Generalization Through Historical Consistency
Ruizhao Zhu
Venkatesh Saligrama
FedML
32
0
0
26 Jul 2024
Weighted Risk Invariance: Domain Generalization under Invariant Feature
  Shift
Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift
Gina Wong
Joshua Gleason
Ramalingam Chellappa
Yoav Wald
Anqi Liu
OOD
43
0
0
25 Jul 2024
Investigation to answer three key questions concerning plant pest
  identification and development of a practical identification framework
Investigation to answer three key questions concerning plant pest identification and development of a practical identification framework
Ryosuke Wayama
Yuki Sasaki
S. Kagiwada
Nobusuke Iwasaki
Hitoshi Iyatomi
25
6
0
25 Jul 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via
  Self-supervised Learning
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning
Mu Chen
Zhedong Zheng
Yi Yang
46
0
0
24 Jul 2024
Chameleon: Images Are What You Need For Multimodal Learning Robust To
  Missing Modalities
Chameleon: Images Are What You Need For Multimodal Learning Robust To Missing Modalities
Muhammad Irzam Liaqat
Shah Nawaz
Muhammad Zaigham Zaheer
M. S. Saeed
Hassan Sajjad
Tom De Schepper
Karthik Nandakumar
Muhammad Haris Khan
21
1
0
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Estimating Environmental Cost Throughout Model's Adaptive Life Cycle
Estimating Environmental Cost Throughout Model's Adaptive Life Cycle
Vishwesh Sangarya
Richard M. Bradford
Jung-Eun Kim
24
2
0
23 Jul 2024
Synthetic Image Learning: Preserving Performance and Preventing
  Membership Inference Attacks
Synthetic Image Learning: Preserving Performance and Preventing Membership Inference Attacks
Eugenio Lomurno
Matteo Matteucci
MedIm
49
3
0
22 Jul 2024
SIGMA:Sinkhorn-Guided Masked Video Modeling
SIGMA:Sinkhorn-Guided Masked Video Modeling
Mohammadreza Salehi
Michael Dorkenwald
Fida Mohammad Thoker
E. Gavves
Cees G. M. Snoek
Yuki M. Asano
55
3
0
22 Jul 2024
Unifying Invariant and Variant Features for Graph Out-of-Distribution
  via Probability of Necessity and Sufficiency
Unifying Invariant and Variant Features for Graph Out-of-Distribution via Probability of Necessity and Sufficiency
Xuexin Chen
Ruichu Cai
Kaitao Zheng
Zhifan Jiang
Zhengting Huang
Zhifeng Hao
Zijian Li
54
0
0
21 Jul 2024
TADA: Temporal Adversarial Data Augmentation for Time Series Data
TADA: Temporal Adversarial Data Augmentation for Time Series Data
Byeong Tak Lee
Joon-Myoung Kwon
Yong-Yeon Jo
TTA
33
0
0
21 Jul 2024
Decoupled Prompt-Adapter Tuning for Continual Activity Recognition
Decoupled Prompt-Adapter Tuning for Continual Activity Recognition
Di Fu
Thanh Vinh Vo
Haozhe Ma
Tze-Yun Leong
27
0
0
20 Jul 2024
Improving EEG Classification Through Randomly Reassembling Original and
  Generated Data with Transformer-based Diffusion Models
Improving EEG Classification Through Randomly Reassembling Original and Generated Data with Transformer-based Diffusion Models
Mingzhi Chen
Yiyu Gui
Yuqi Su
Yuesheng Zhu
Guibo Luo
Yuchao Yang
DiffM
MedIm
21
0
0
20 Jul 2024
MetaAug: Meta-Data Augmentation for Post-Training Quantization
MetaAug: Meta-Data Augmentation for Post-Training Quantization
Cuong Pham
Hoang Anh Dung
Cuong C. Nguyen
Trung Le
Dinh Q. Phung
Gustavo Carneiro
Thanh-Toan Do
MQ
44
0
0
20 Jul 2024
Downstream-Pretext Domain Knowledge Traceback for Active Learning
Downstream-Pretext Domain Knowledge Traceback for Active Learning
Beichen Zhang
Liang-Sheng Li
Zheng-Jun Zha
Jiebo Luo
Qingming Huang
35
0
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Temporal Representation Learning for Stock Similarities and Its
  Applications in Investment Management
Temporal Representation Learning for Stock Similarities and Its Applications in Investment Management
Yoon-Jeong Hwang
Stefan Zohren
Yongjae Lee
AIFin
38
1
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Pose-guided multi-task video transformer for driver action recognition
Pose-guided multi-task video transformer for driver action recognition
Ricardo Pizarro
Roberto Valle
L. Bergasa
J. M. Buenaposada
Luis Baumela
ViT
37
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Improving Audio Spectrogram Transformers for Sound Event Detection
  Through Multi-Stage Training
Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training
Florian Schmid
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T. Morocutti
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Gerhard Widmer
32
5
0
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Weighting Pseudo-Labels via High-Activation Feature Index Similarity and
  Object Detection for Semi-Supervised Segmentation
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation
Prantik Howlader
Hieu M. Le
Dimitris Samaras
43
1
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LTRL: Boosting Long-tail Recognition via Reflective Learning
LTRL: Boosting Long-tail Recognition via Reflective Learning
QiHao Zhao
Yalun Dai
Shen Lin
Wei Hu
Fan Zhang
Jun Liu
48
1
0
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Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based
  Action Recognition
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition
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Lilang Lin
Jiaying Liu
36
5
0
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CroMo-Mixup: Augmenting Cross-Model Representations for Continual
  Self-Supervised Learning
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Erum Mushtaq
D. Yaldiz
Yavuz Faruk Bakman
Jie Ding
Chenyang Tao
Dimitrios Dimitriadis
A. Avestimehr
CLL
39
1
0
16 Jul 2024
DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised
  Pre-Training
DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training
Guillermo Jiménez-Pérez
Pedro Osório
Josef Cersovsky
Javier Montalt-Tordera
Jens Hooge
Steffen Vogler
Sadegh Mohammadi
MedIm
43
2
0
16 Jul 2024
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp
  Diagnosis
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis
Ruijie Yang
Yan Zhu
Peiyao Fu
Yizhe Zhang
Zhihua Wang
Quanlin Li
Pinghong Zhou
Xian Yang
Shuo Wang
MedIm
29
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TCFormer: Visual Recognition via Token Clustering Transformer
TCFormer: Visual Recognition via Token Clustering Transformer
Wang Zeng
Sheng Jin
Lumin Xu
Wentao Liu
Chao Qian
Wanli Ouyang
Ping Luo
Xiaogang Wang
33
3
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16 Jul 2024
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge
Hao Ding
Tuxun Lu
Yuqian Zhang
Ruixing Liang
Hongchao Shu
...
Bo Wang
Marcos Fernández-Rodríguez
Estevao Lima
João L. Vilaça
Mathias Unberath
63
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DataDream: Few-shot Guided Dataset Generation
DataDream: Few-shot Guided Dataset Generation
Jae Myung Kim
Jessica Bader
Stephan Alaniz
Cordelia Schmid
Zeynep Akata
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Mitigating Data Imbalance for Software Vulnerability Assessment: Does
  Data Augmentation Help?
Mitigating Data Imbalance for Software Vulnerability Assessment: Does Data Augmentation Help?
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Muhammad Ali Babar
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Augmented Neural Fine-Tuning for Efficient Backdoor Purification
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Nazmul Karim
Abdullah Al Arafat
Umar Khalid
Zhishan Guo
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AAML
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Empowering Graph Invariance Learning with Deep Spurious Infomax
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Yongqiang Chen
Zhenhao Chen
Kai Hu
Zhiqiang Shen
Anton van den Hengel
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SemiAdv: Query-Efficient Black-Box Adversarial Attack with Unlabeled
  Images
SemiAdv: Query-Efficient Black-Box Adversarial Attack with Unlabeled Images
Mingyuan Fan
Yang Liu
Cen Chen
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AAML
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Segmenting Medical Images with Limited Data
Segmenting Medical Images with Limited Data
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Qiujie Lv
Chau Hung Lee
L. Shen
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