mixup: Beyond Empirical Risk Minimization

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

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Title
ConsistencyDet: A Few-step Denoising Framework for Object Detection Using the Consistency Model Lifan Jiang Zhihui Wang Changmiao Wang Ming Li Jiaxu Leng DiffM 28 0 0 11 Apr 2024
Adapting LLaMA Decoder to Vision Transformer Jiahao Wang Wenqi Shao Yonghong Tian Chengyue Wu Yong Liu Taiqiang Wu Kaipeng Zhang Songyang Zhang Kai-xiang Chen Ping Luo MLLM 40 4 0 10 Apr 2024
Automated National Urban Map Extraction Hasan Nasrallah A. Samhat Cristiano Nattero A. Ghandour 16 0 0 09 Apr 2024
Masked Modeling Duo: Towards a Universal Audio Pre-training Framework Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada K. Kashino 42 10 0 09 Apr 2024
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation Jiannan Ge Lingxi Xie Hongtao Xie Pandeng Li Xiaopeng Zhang Yongdong Zhang Qi Tian VLM 29 3 0 08 Apr 2024
T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videos Artur Xarles Sergio Escalera T. Moeslund Albert Clapés 55 7 0 08 Apr 2024
Out-of-Distribution Data: An Acquaintance of Adversarial Examples -- A Survey Naveen Karunanayake Ravin Gunawardena Suranga Seneviratne Sanjay Chawla OOD 51 5 0 08 Apr 2024
QMix: Quality-aware Learning with Mixed Noise for Robust Retinal Disease Diagnosis Junlin Hou Jilan Xu Rui Feng Hao Chen 23 0 0 08 Apr 2024
Mixup Domain Adaptations for Dynamic Remaining Useful Life Predictions Muhammad Furqon Mahardhika Pratama Lin Liu Habibullah Habibullah K. Doğançay AI4CE 21 6 0 07 Apr 2024
Noisy Label Processing for Classification: A Survey Mengting Li Chuang Zhu NoLa 43 1 0 05 Apr 2024
Learning Correlation Structures for Vision Transformers Manjin Kim Paul Hongsuck Seo Cordelia Schmid Minsu Cho ViT 40 7 0 05 Apr 2024
DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models Khawar Islam Muhammad Zaigham Zaheer Arif Mahmood Karthik Nandakumar DiffM 37 28 0 05 Apr 2024
Approximate Gradient Coding for Privacy-Flexible Federated Learning with Non-IID Data Okko Makkonen Sampo Niemelä Camilla Hollanti Serge Kas Hanna 35 0 0 04 Apr 2024
Performance of computer vision algorithms for fine-grained classification using crowdsourced insect images Rita Pucci Vincent J. Kalkman Dan Stowell 23 2 0 04 Apr 2024
Future-Proofing Class-Incremental Learning Quentin Jodelet Xin Liu Yin Jun Phua Tsuyoshi Murata VLM 49 2 0 04 Apr 2024
DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets Harsh Rangwani Pradipto Mondal Mayank Mishra Ashish Ramayee Asokan R. V. Babu 37 8 0 03 Apr 2024
On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study Tomoyoshi Kimura Jinyang Li Tianshi Wang Denizhan Kara Yizhuo Chen ... Maggie B. Wigness Shengzhong Liu Mani B. Srivastava Suhas Diggavi Tarek F. Abdelzaher 46 4 0 03 Apr 2024
Semi-Supervised Unconstrained Head Pose Estimation in the Wild Huayi Zhou Fei Jiang Hongtao Lu Yong Rui Hongtao Lu Kui Jia 65 0 0 03 Apr 2024
Semantic Augmentation in Images using Language Sahiti Yerramilli Jayant Sravan Tamarapalli Tanmay Girish Kulkarni Jonathan M Francis Eric Nyberg VLM DiffM 40 0 0 02 Apr 2024
Adaptive Feature Fusion Neural Network for Glaucoma Segmentation on Unseen Fundus Images Jiyuan Zhong Hu Ke Ming Yan MedIm 24 1 0 02 Apr 2024
ASTRA: An Action Spotting TRAnsformer for Soccer Videos Artur Xarles Sergio Escalera T. Moeslund Albert Clapés 39 9 0 02 Apr 2024
Pairwise Similarity Distribution Clustering for Noisy Label Learning Sihan Bai NoLa 30 0 0 02 Apr 2024
Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay Yuhang Zhou Zhongyun Hua AAML CLL 43 3 0 02 Apr 2024
Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection Tahira Shehzadi K. Hashmi Didier Stricker Muhammad Zeshan Afzal 49 12 0 02 Apr 2024
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss Jaeha Kim Junghun Oh Kyoung Mu Lee SupR 35 2 0 02 Apr 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning Hongwei Zheng Linyuan Zhou Han Li Jinming Su Xiaoming Wei Xiaoming Xu 37 4 0 01 Apr 2024
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning Rongjie Li Yu Wu Xuming He MLLM LRM VLM 30 2 0 01 Apr 2024
CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series Tien-Yu Chang Hao Dai Vincent S. Tseng AI4TS 31 0 0 01 Apr 2024
Machine Learning Robustness: A Primer Houssem Ben Braiek Foutse Khomh AAML OOD 39 6 0 01 Apr 2024
Prompt Learning via Meta-Regularization Jinyoung Park Juyeon Ko Hyunwoo J. Kim VLM VPVLM 50 14 0 01 Apr 2024
SpiralMLP: A Lightweight Vision MLP Architecture Haojie Mu Burhan Ul Tayyab Nicholas Chua 43 0 0 31 Mar 2024
Communication Efficient Distributed Training with Distributed Lion Bo Liu Lemeng Wu Lizhang Chen Kaizhao Liang Jiaxu Zhu Chen Liang Raghuraman Krishnamoorthi Qiang Liu 32 6 0 30 Mar 2024
Revisiting Random Weight Perturbation for Efficiently Improving Generalization Tao Li Qinghua Tao Weihao Yan Zehao Lei Yingwen Wu Kun Fang M. He Xiaolin Huang AAML 39 5 0 30 Mar 2024
A Comprehensive Study on NLP Data Augmentation for Hate Speech Detection: Legacy Methods, BERT, and LLMs Md Saroar Jahan Mourad Oussalah D. Beddiar Jhuma Kabir Mim Nabil Arhab 35 6 0 30 Mar 2024
On Inherent Adversarial Robustness of Active Vision Systems Amitangshu Mukherjee Timur Ibrayev Kaushik Roy AAML 49 0 0 29 Mar 2024
Embracing Unknown Step by Step: Towards Reliable Sparse Training in Real World Bowen Lei Dongkuan Xu Ruqi Zhang Bani Mallick UQCV 39 0 0 29 Mar 2024
Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning Juhwan Choi Youngbin Kim 38 1 0 29 Mar 2024
Rewrite the Stars Xu Ma Xiyang Dai Yue Bai Yizhou Wang Yun Fu 44 97 0 29 Mar 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 50 31 0 29 Mar 2024
Is Synthetic Image Useful for Transfer Learning? An Investigation into Data Generation, Volume, and Utilization Yuhang Li Xin Dong Chen Chen Jingtao Li Yuxin Wen Michael Spranger Lingjuan Lyu DiffM 34 4 0 28 Mar 2024
DeNetDM: Debiasing by Network Depth Modulation Silpa Vadakkeeveetil Sreelatha Adarsh Kappiyath Anjan Dutta 41 3 1 28 Mar 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model Zhicai Wang Longhui Wei Tan Wang Heyu Chen Yanbin Hao Xiang Wang Xiangnan He Qi Tian VLM DiffM 37 17 0 28 Mar 2024
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Donghyun Kim Byeongho Heo Dongyoon Han 50 14 0 28 Mar 2024
De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts Yuzheng Wang Dingkang Yang Zhaoyu Chen Yang Liu Siao Liu Wenqiang Zhang Lihua Zhang Lizhe Qi 32 6 0 28 Mar 2024
Model Stock: All we need is just a few fine-tuned models Dong-Hwan Jang Sangdoo Yun Dongyoon Han OODD MoMe 34 38 0 28 Mar 2024
CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection Mikhail Kennerley Jian-Gang Wang B. Veeravalli R. Tan 54 8 0 28 Mar 2024
AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search Junghyup Lee Bumsub Ham 32 6 0 28 Mar 2024
ViTAR: Vision Transformer with Any Resolution Qihang Fan Quanzeng You Xiaotian Han Yongfei Liu Yunzhe Tao Huaibo Huang Ran He Hongxia Yang ViT 50 15 0 27 Mar 2024
Selective Mixup Fine-Tuning for Optimizing Non-Decomposable Objectives Shrinivas Ramasubramanian Harsh Rangwani S. Takemori Kunal Samanta Yuhei Umeda Venkatesh Babu Radhakrishnan 49 0 0 27 Mar 2024
OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation Jisoo Jeong Hong Cai Risheek Garrepalli J. Lin Munawar Hayat Fatih Porikli 40 4 0 26 Mar 2024