mixup: Beyond Empirical Risk Minimization

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

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Title
A3D: Does Diffusion Dream about 3D Alignment? Savva Ignatyev Nina Konovalova Daniil Selikhanovych Nikolay Patakin Nikolay Patakin ... Anton Konushin Peter Wonka Alexander Filippov Peter Wonka Evgeny Burnaev DiffM 62 0 0 21 Jun 2024
PoseBench: Benchmarking the Robustness of Pose Estimation Models under Corruptions Sihan Ma Jing Zhang Qiong Cao Dacheng Tao 32 2 0 20 Jun 2024
Towards Event-oriented Long Video Understanding Yifan Du Kun Zhou Yuqi Huo Yifan Li Wayne Xin Zhao Haoyu Lu Zijia Zhao Bingning Wang Weipeng Chen Ji-Rong Wen VLM 37 13 0 20 Jun 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation Eyal Michaeli Ohad Fried 62 1 0 20 Jun 2024
Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution Hyeonuk Nam Yong-Hwa Park 26 5 0 19 Jun 2024
ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation Ke Zhang Vishal M. Patel 41 2 0 19 Jun 2024
Boosting Consistency in Dual Training for Long-Tailed Semi-Supervised Learning Kai Gan Tong Wei Min-Ling Zhang 40 1 0 19 Jun 2024
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation Branislav Pecher Ján Cegin Róbert Belanec Jakub Simko Ivan Srba M. Bieliková 44 1 0 18 Jun 2024
Hierarchical Associative Memory, Parallelized MLP-Mixer, and Symmetry Breaking Ryo Karakida Toshihiro Ota Masato Taki 35 2 0 18 Jun 2024
V3Det Challenge 2024 on Vast Vocabulary and Open Vocabulary Object Detection: Methods and Results Jiaqi Wang Yuhang Zang Pan Zhang Tao Chu Yuhang Cao ... Kehong Yuan Yanyan Zu Jiayao Ha Qiong Gao Licheng Jiao ObjD 52 1 0 17 Jun 2024
Edge Classification on Graphs: New Directions in Topological Imbalance Xueqi Cheng Yu Wang Yunchao Liu Yuying Zhao Charu C. Aggarwal Tyler Derr 46 3 0 17 Jun 2024
Semi-Supervised Domain Adaptation Using Target-Oriented Domain Augmentation for 3D Object Detection Yecheol Kim Junho Lee Changsoo Park Hyoung-Won Kim Inho Lim Christopher Chang Jun Won Choi 3DPC 25 1 0 17 Jun 2024
Sound event detection based on auxiliary decoder and maximum probability aggregation for DCASE Challenge 2024 Task 4 Sang Won Son Jongyeon Park Hong Kook Kim Sulaiman Vesal Jeong Eun Lim 26 1 0 17 Jun 2024
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning Tian Liu Huixin Zhang Shubham Parashar Shu Kong 29 4 0 17 Jun 2024
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex Spandan Madan Will Xiao Mingran Cao Hanspeter Pfister Margaret Livingstone Gabriel Kreiman OOD 66 4 0 16 Jun 2024
Physics-Informed Deep Learning and Partial Transfer Learning for Bearing Fault Diagnosis in the Presence of Highly Missing Data Mohammadreza Kavianpour Parisa Kavianpour Amin Ramezani AI4CE 30 1 0 16 Jun 2024
Global-Local Graph Neural Networks for Node-Classification Moshe Eliasof Eran Treister 41 3 0 16 Jun 2024
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification Tianyunxi Wei Yijin Huang Li Lin Pujin Cheng Sirui Li Xiaoying Tang 40 1 0 16 Jun 2024
Spuriousness-Aware Meta-Learning for Learning Robust Classifiers Guangtao Zheng Wenqian Ye Aidong Zhang 54 0 0 15 Jun 2024
Beyond the Visible: Jointly Attending to Spectral and Spatial Dimensions with HSI-Diffusion for the FINCH Spacecraft Ian Vyse Rishit Dagli Dav Vrat Chadha John P. Ma Hector Chen ... Iliya Shofman Coby Silayan Reid Sox-Harris Shuhan Zheng Khang Nguyen 44 0 0 15 Jun 2024
SemanticMIM: Marring Masked Image Modeling with Semantics Compression for General Visual Representation Yike Yuan Huanzhang Dou Fengjun Guo Xi Li 36 2 0 15 Jun 2024
Enhancing Incomplete Multi-modal Brain Tumor Segmentation with Intra-modal Asymmetry and Inter-modal Dependency Weide Liu Jingwen Hou Xiaoyang Zhong Huijing Zhan Jun Cheng Yuming Fang Guanghui Yue 28 0 0 14 Jun 2024
H-Fac: Memory-Efficient Optimization with Factorized Hamiltonian Descent Son Nguyen Lizhang Chen Bo Liu Qiang Liu 30 3 0 14 Jun 2024
LieRE: Generalizing Rotary Position Encodings Sophie Ostmeier Brian Axelrod Michael E. Moseley Akshay S. Chaudhari C. Langlotz 28 0 0 14 Jun 2024
FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation Tong Xia Abhirup Ghosh Xinchi Qiu Cecilia Mascolo 27 3 0 13 Jun 2024
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities Roman Bachmann Oğuzhan Fatih Kar David Mizrahi Ali Garjani Mingfei Gao David Griffiths Jiaming Hu Afshin Dehghan Amir Zamir MoE VLM MLLM 41 14 0 13 Jun 2024
Why Warmup the Learning Rate? Underlying Mechanisms and Improvements Dayal Singh Kalra M. Barkeshli 49 7 0 13 Jun 2024
Assessing Model Generalization in Vicinity Yuchi Liu Yifan Sun Jingdong Wang Liang Zheng AAML 33 0 0 13 Jun 2024
Enhanced Object Detection: A Study on Vast Vocabulary Object Detection Track for V3Det Challenge 2024 Peixi Wu Bosong Chai Xuan Nie Longquan Yan Zeyu Wang Qifan Zhou Boning Wang Yansong Peng Hebei Li ObjD 31 1 0 13 Jun 2024
Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation Lincan Cai Shuang Li Wenxuan Ma Jingxuan Kang Binhui Xie Zixun Sun Chengwei Zhu MoE MoMe 42 0 0 13 Jun 2024
Fusion of regional and sparse attention in Vision Transformers Nabil Ibtehaz Ning Yan Masood S. Mortazavi Daisuke Kihara ViT 34 0 0 13 Jun 2024
Dataset Enhancement with Instance-Level Augmentations Orest Kupyn Christian Rupprecht 45 9 0 12 Jun 2024
Low-Complexity Acoustic Scene Classification Using Parallel Attention-Convolution Network Yanxiong Li Jiaxin Tan Guoqing Chen Jialong Li Yongjie Si Qianhua He 29 0 0 12 Jun 2024
DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels Samuele Cornell Janek Ebbers Constance Douwes Irene Martín-Morató Manu Harju A. Mesaros Romain Serizel 37 13 0 12 Jun 2024
KernelWarehouse: Rethinking the Design of Dynamic Convolution Chao Li Anbang Yao 37 3 0 12 Jun 2024
Heterogeneous Learning Rate Scheduling for Neural Architecture Search on Long-Tailed Datasets Chenxia Tang 22 1 0 11 Jun 2024
Adapters Strike Back Jan-Martin O. Steitz Stefan Roth 27 5 0 10 Jun 2024
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations Peng Xia Ming Hu Feilong Tang Wenxue Li Wenhao Zheng Lie Ju Peibo Duan Huaxiu Yao Zongyuan Ge OOD 55 8 0 10 Jun 2024
Audio-based Step-count Estimation for Running -- Windowing and Neural Network Baselines Philipp Wagner Andreas Triantafyllopoulos Alexander Gebhard Björn Schuller 37 0 0 10 Jun 2024
Scaling Graph Convolutions for Mobile Vision William Avery Mustafa Munir R. Marculescu GNN 39 4 0 09 Jun 2024
Mamba YOLO: SSMs-Based YOLO For Object Detection Zeyu Wang Chen Li Huiying Xu Xinzhong Zhu Mamba 52 2 0 09 Jun 2024
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives Thong Nguyen Yi Bin Junbin Xiao Leigang Qu Yicong Li Jay Zhangjie Wu Cong-Duy Nguyen See-Kiong Ng Luu Anh Tuan VLM 53 10 1 09 Jun 2024
Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks Dongrui Fan Xiaoyang Lin Renchi Yang Hongtao Wang 39 2 0 08 Jun 2024
Select-Mosaic: Data Augmentation Method for Dense Small Object Scenes Hao Zhang Shuaijie Zhang Renbin Zou 26 1 0 08 Jun 2024
Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection Hyeonuk Nam Seong-Hu Kim D. Min Junhyeok Lee Yong-Hwa Park 28 3 0 08 Jun 2024
C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting Chaolv Zeng Zhanyu Liu Guanjie Zheng Linghe Kong Mamba 50 5 0 08 Jun 2024
Learning Divergence Fields for Shift-Robust Graph Representations Qitian Wu Fan Nie Chenxiao Yang Junchi Yan OOD 48 1 0 07 Jun 2024
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks Xingkui Zhu Yiran Guan Dingkang Liang Yuchao Chen Yuliang Liu Xiang Bai MoE 37 5 0 07 Jun 2024
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions Sreyan Ghosh Utkarsh Tyagi Sonal Kumar C. K. Evuru S Ramaneswaran S. Sakshi Dinesh Manocha 48 5 0 06 Jun 2024
Matching Anything by Segmenting Anything Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 37 22 0 06 Jun 2024