Yang, Yongxin
- Deeper, Broader and Artier Domain Generalization
2017/10/09 by Da Li, Yongxin Yang, Li, Da +5 · 69 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research
- Learning to Compare: Relation Network for Few-Shot Learning
2017/11/16 by Sung, Flood, Yang, Yongxin, Zhang, Li +3 · 44 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning to Generalize: Meta-Learning for Domain Generalization
2017/10/10 by Da Li, Li, Da, Yongxin Yang +5 · 44 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Respiratory viral infections research #Multimodal Machine Learning Applications
- Domain Generalization with MixStyle
2021/04/05 by Kaiyang Zhou, Yongxin Yang, Zhou, Kaiyang +5 · 52 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Omni-Scale Feature Learning for Person Re-Identification
2019/05/02 by Zhou, Kaiyang, Yang, Yongxin, Cavallaro, Andrea +1 · 20 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models
2024/02/03 by Yongshuo Zong, Ondrej Bohdal, Zong, Yongshuo +7 · 28 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Learning to Generate Novel Domains for Domain Generalization
2020/07/07 by Kaiyang Zhou, Zhou, Kaiyang, Yongxin Yang +5 · 15 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Deep Domain-Adversarial Image Generation for Domain Generalisation
2020/03/12 by Zhou, Kaiyang, Yang, Yongxin, Hospedales, Timothy +1 · 11 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Deep Neural Decision Trees
2018/06/19 by Yongxin Yang, Yang, Yongxin, Irene Garcia Morillo +3 · 11 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- MEDFAIR: Benchmarking Fairness for Medical Imaging
2022/10/04 by Zong, Yongshuo, Yang, Yongxin, Hospedales, Timothy · 9 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- BézierSketch: A generative model for scalable vector sketches
2020/07/04 by Ayan Das, Yongxin Yang, Das, Ayan +7 · 6 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- MixStyle Neural Networks for Domain Generalization and Adaptation
2021/07/05 by Kaiyang Zhou, Zhou, Kaiyang, Yongxin Yang +5 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Deep Multi-task Representation Learning: A Tensor Factorisation Approach
2016/05/20 by Yongxin Yang, Timothy M. Hospedales, Yang, Yongxin +1 · 6 citations
Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tensor decomposition and applications
- MULAN: A Multi Layer Annotated Dataset for Controllable Text-to-Image Generation
2024/04/03 by Petru-Daniel Tudosiu, Tudosiu, Petru-Daniel, Yongxin Yang +13 · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Episodic Training for Domain Generalization
2019/01/31 by Da Li, Jianshu Zhang, Li, Da +9 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Multimodal Machine Learning Applications
- Augmented Sliced Wasserstein Distances
2020/06/15 by Xiongjie Chen, Chen, Xiongjie, Yongxin Yang +3 · 6 citations
Engineering · Computer Science · #Advanced Numerical Analysis Techniques #Medical Image Segmentation Techniques #3D Shape Modeling and Analysis
- Learning Generalisable Omni-Scale Representations for Person Re-Identification
2019/10/15 by Zhou, Kaiyang, Yang, Yongxin, Cavallaro, Andrea +1 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval
2020/02/24 by Ayan Kumar Bhunia, Bhunia, Ayan Kumar, Yongxin Yang +7 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Flexible Dataset Distillation: Learn Labels Instead of Images
2020/06/15 by Ondrej Bohdal, Bohdal, Ondrej, Yongxin Yang +3 · 4 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Sketch-a-Net that Beats Humans
2015/01/30 by Qian Yu, Yongxin Yang, Yu, Qian +7 · 4 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Robotics and Sensor-Based Localization #Visual Attention and Saliency Detection
- ChiroDiff: Modelling chirographic data with Diffusion Models
2023/04/07 by Ayan Das, Yongxin Yang, Das, Ayan +7 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Music and Audio Processing
- A Unified Perspective on Multi-Domain and Multi-Task Learning
2014/12/23 by Yang, Yongxin, Hospedales, Timothy M. · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian
2015/07/28 by Yongxin Yang, Timothy M. Hospedales, Yang, Yongxin +1 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research
- Generating Compositional Scenes via Text-to-image RGBA Instance Generation
2024/11/16 by Alessandro Fontanella, Petru-Daniel Tudosiu, Fontanella, Alessandro +7 · 6 citations
Computer Science · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Image Processing and 3D Reconstruction
- StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval
2021/03/29 by Aneeshan Sain, Ayan Kumar Bhunia, Sain, Aneeshan +7 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- Context-Aware Layout to Image Generation with Enhanced Object Appearance
2021/03/22 by He, Sen, Liao, Wentong, Yang, Michael Ying +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Meta-Calibration: Learning of Model Calibration Using Differentiable Expected Calibration Error
2021/06/17 by Ondrej Bohdal, Yongxin Yang, Bohdal, Ondrej +3 · 2 citations
Computer Science · #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning
- DADA: Differentiable Automatic Data Augmentation
2020/03/08 by Yonggang Li, Li, Yonggang, Guosheng Hu +9 · 4 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Cloud2Curve: Generation and Vectorization of Parametric Sketches
2021/03/29 by Das, Ayan, Yang, Yongxin, Hospedales, Timothy +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Actor-Critic Sequence Training for Image Captioning
2017/06/29 by Li Zhang, Zhang, Li, Flood Sung +11 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Learning to Name Classes for Vision and Language Models
2023/04/04 by Sarah Parisot, Yongxin Yang, Parisot, Sarah +3 · 2 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Frankenstein: Learning Deep Face Representations using Small Data
2016/03/21 by Guosheng Hu, Hu, Guosheng, Xiaojiang Peng +7 · 1 citation
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- Gated Neural Networks for Option Pricing: Rationality by Design
2016/09/14 by Yongxin Yang, Yu Zheng, Yang, Yongxin +3 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · Engineering · #Computational Finance (q-fin.CP) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Pricing of Securities (q-fin.PR) #Stochastic processes and financial applications #Stock Market Forecasting Methods
- More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval
2021/03/25 by Bhunia, Ayan Kumar, Chowdhury, Pinaki Nath, Sain, Aneeshan +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning to Learn: Meta-Critic Networks for Sample Efficient Learning
2017/06/29 by Sung, Flood, Zhang, Li, Xiang, Tao +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval
2020/07/29 by Sain, Aneeshan, Bhunia, Ayan Kumar, Yang, Yongxin +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting
2021/03/25 by Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Bhunia, Ayan Kumar +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Learning Deep Sketch Abstraction
2018/04/13 by Muhammad, Umar Riaz, Yang, Yongxin, Song, Yi-Zhe +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Unsupervised Sketch-based Image Retrieval
2021/05/18 by Hu, Conghui, Yang, Yongxin, Li, Yunpeng +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences