mixup: Beyond Empirical Risk Minimization

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

50 / 4,987 papers shown

Title
Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection Zhongjie Ba Qingyu Liu Zhenguang Liu Shuang Wu Feng Lin Liwang Lu Kui Ren AAML 38 34 0 04 Mar 2024
Improving out-of-distribution generalization in graphs via hierarchical semantic environments Yinhua Piao Sangseon Lee Yijingxiu Lu Sun Kim OOD 42 2 0 04 Mar 2024
Kick Back & Relax++: Scaling Beyond Ground-Truth Depth with SlowTV & CribsTV Jaime Spencer Chris Russell Simon Hadfield Richard Bowden MDE 43 7 0 03 Mar 2024
LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal Acquisition Lingfeng Liu Dong Ni Hangjie Yuan ViT 40 0 0 03 Mar 2024
SA-MixNet: Structure-aware Mixup and Invariance Learning for Scribble-supervised Road Extraction in Remote Sensing Images Jie Feng Hao Huang Junpeng Zhang Weisheng Dong Dingwen Zhang Licheng Jiao 33 2 0 03 Mar 2024
DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions Guangrun Wang Changlin Li Liuchun Yuan Jiefeng Peng Xiaoyu Xian Xiaodan Liang Xiaojun Chang Liang Lin 46 1 0 02 Mar 2024
SURE: SUrvey REcipes for building reliable and robust deep networks Yuting Li Yingyi Chen Xuanlong Yu Dexiong Chen Xi Shen UQCV OOD 43 4 0 01 Mar 2024
VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks Xiangxiang Chu Jianlin Su Bo Zhang Chunhua Shen MLLM 44 10 0 01 Mar 2024
Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance Huakun Shen Boyue Caroline Hu Krzysztof Czarnecki Lina Marsso Marsha Chechik 43 0 0 29 Feb 2024
HyenaPixel: Global Image Context with Convolutions Julian Spravil Sebastian Houben Sven Behnke 31 1 0 29 Feb 2024
Negative Sampling in Knowledge Graph Representation Learning: A Review Tiroshan Madushanka R. Ichise 52 8 0 29 Feb 2024
Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation Fahimeh Hosseini Noohdani Parsa Hosseini Aryan Yazdan Parast Hamidreza Yaghoubi Araghi M. Baghshah CoGe OOD 39 6 0 29 Feb 2024
ConvDTW-ACS: Audio Segmentation for Track Type Detection During Car Manufacturing Álvaro López-Chilet Zhaoyi Liu Jon Ander Gómez Carlos Alvarez Marivi Alonso Ortiz Andres Orejuela Mesa David Newton Friedrich Wolf-Monheim Sam Michiels Danny Hughes 47 1 0 28 Feb 2024
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness Jiequan Cui Beier Zhu Xin Wen Xiaojuan Qi Bei Yu Haiqi Zhang 25 7 0 28 Feb 2024
Hierarchical Multi-Relational Graph Representation Learning for Large-Scale Prediction of Drug-Drug Interactions Mengying Jiang Guizhong Liu Yuanchao Su Weiqiang Jin Biao Zhao 23 2 0 28 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning Xiaoyu Liu Beitong Zhou Cheng Cheng 45 3 0 27 Feb 2024
Interactive Multi-Head Self-Attention with Linear Complexity Hankyul Kang Ming-Hsuan Yang Jongbin Ryu 26 1 0 27 Feb 2024
Model X-ray:Detect Backdoored Models via Decision Boundary Yanghao Su Jie Zhang Ting Xu Tianwei Zhang Weiming Zhang Neng H. Yu AAML 52 1 0 27 Feb 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 36 9 0 27 Feb 2024
Structural Teacher-Student Normality Learning for Multi-Class Anomaly Detection and Localization Hanqiu Deng Xingyu Li 47 3 0 27 Feb 2024
Saliency-Aware Automatic Buddhas Statue Recognition Yong Qi Fanghan Zhao 22 0 0 26 Feb 2024
Pretrained Visual Uncertainties Michael Kirchhof Mark Collier Seong Joon Oh Enkelejda Kasneci UQCV 410 8 1 26 Feb 2024
Investigating Deep Watermark Security: An Adversarial Transferability Perspective Biqing Qi Junqi Gao Yiang Luo Jianxing Liu Ligang Wu Bowen Zhou AAML 31 3 0 26 Feb 2024
Key Design Choices in Source-Free Unsupervised Domain Adaptation: An In-depth Empirical Analysis Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 42 1 0 25 Feb 2024
United We Pretrain, Divided We Fail! Representation Learning for Time Series by Pretraining on 75 Datasets at Once Maurice Kraus Felix Divo David Steinmann Devendra Singh Dhami Kristian Kersting AI4TS 36 0 0 23 Feb 2024
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning Johnathan Xie Yoonho Lee Annie S. Chen Chelsea Finn 27 3 0 22 Feb 2024
CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion Zijun Long George Killick Lipeng Zhuang Gerardo Aragon Camarasa Zaiqiao Meng R. McCreadie VLM 50 2 0 22 Feb 2024
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis Siyin Wang Jie Zhou Qin Chen Qi Zhang Tao Gui Xuanjing Huang OOD TTA 52 1 0 22 Feb 2024
Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex Yasushi Esaki Akihiro Nakamura Keisuke Kawano Ryoko Tokuhisa Takuro Kutsuna 46 0 0 21 Feb 2024
EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human Adversaries Jing Han Sun Ali Emami 40 4 0 20 Feb 2024
Thermometer: Towards Universal Calibration for Large Language Models Maohao Shen Subhro Das Kristjan Greenewald P. Sattigeri Greg Wornell Soumya Ghosh 72 10 0 20 Feb 2024
Uncertainty quantification in fine-tuned LLMs using LoRA ensembles Oleksandr Balabanov Hampus Linander UQCV 41 15 0 19 Feb 2024
Graph Out-of-Distribution Generalization via Causal Intervention Qitian Wu Fan Nie Chenxiao Yang Tianyi Bao Junchi Yan OODD OOD AI4CE 42 18 0 18 Feb 2024
EndoOOD: Uncertainty-aware Out-of-distribution Detection in Capsule Endoscopy Diagnosis Qiaozhi Tan Long Bai Guan-Feng Wang Mobarakol Islam Hongliang Ren 34 4 0 18 Feb 2024
Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training Huayi Zhou Mukun Luo Fei Jiang Yue Ding Hongtao Lu Kui Jia 51 0 0 18 Feb 2024
On Good Practices for Task-Specific Distillation of Large Pretrained Visual Models Juliette Marrie Michael Arbel Julien Mairal Diane Larlus VLM MQ 48 1 0 17 Feb 2024
FViT: A Focal Vision Transformer with Gabor Filter Yulong Shi Mingwei Sun Yongshuai Wang Rui Wang 65 4 0 17 Feb 2024
Learning with Imbalanced Noisy Data by Preventing Bias in Sample Selection Huafeng Liu Mengmeng Sheng Zeren Sun Yazhou Yao Xian-Sheng Hua H. Shen NoLa 26 6 0 17 Feb 2024
Neural Networks with (Low-Precision) Polynomial Approximations: New Insights and Techniques for Accuracy Improvement Chi Zhang Jingjing Fan Man Ho Au Siu-Ming Yiu 33 1 0 17 Feb 2024
Policy Learning for Off-Dynamics RL with Deficient Support Linh Le Pham Van Hung The Tran Sunil R. Gupta 48 1 0 16 Feb 2024
Model Compression and Efficient Inference for Large Language Models: A Survey Wenxiao Wang Wei Chen Yicong Luo Yongliu Long Zhengkai Lin Liye Zhang Binbin Lin Deng Cai Xiaofei He MQ 43 48 0 15 Feb 2024
Learning Low-Rank Feature for Thorax Disease Classification Rajeev Goel Utkarsh Nath Yancheng Wang Alvin C. Silva Teresa Wu Yingzhen Yang 30 0 0 14 Feb 2024
Efficient One-stage Video Object Detection by Exploiting Temporal Consistency Guanxiong Sun Yang Hua Guosheng Hu N. Robertson ObjD 21 13 0 14 Feb 2024
Switch EMA: A Free Lunch for Better Flatness and Sharpness Siyuan Li Zicheng Liu Juanxi Tian Ge Wang Zedong Wang ... Cheng Tan Tao Lin Yang Liu Baigui Sun Stan Z. Li 35 6 0 14 Feb 2024
Unifying Invariance and Spuriousity 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 24 2 0 14 Feb 2024
Advancing NLP Models with Strategic Text Augmentation: A Comprehensive Study of Augmentation Methods and Curriculum Strategies Himmet Toprak Kesgin M. Amasyalı 35 7 0 14 Feb 2024
Privacy-Preserving Language Model Inference with Instance Obfuscation Yixiang Yao Fei Wang Yu Yang Muhao Chen 27 6 0 13 Feb 2024
Data Reconstruction Attacks and Defenses: A Systematic Evaluation Sheng Liu Zihan Wang Yuxiao Chen Qi Lei AAML MIACV 61 4 0 13 Feb 2024
HYPO: Hyperspherical Out-of-Distribution Generalization Yifei Ming Haoyue Bai Julian Katz-Samuels Yixuan Li OODD OOD 40 9 0 12 Feb 2024