Yongxin Yang

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All published works

Action	Title	Year	Authors
+ PDF Chat	Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models	2024	Yongshuo Zong Ondrej Bohdal Tingyang Yu Yongxin Yang Timothy M. Hospedales
+ PDF Chat	Learning to Name Classes for Vision and Language Models	2023	Sarah Parisot Yongxin Yang Steven McDonagh
+	Learning to Name Classes for Vision and Language Models	2023	Sarah Parisot Yongxin Yang Steven McDonagh
+	ChiroDiff: Modelling chirographic data with Diffusion Models	2023	Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song
+ PDF Chat	Long-tail Recognition via Compositional Knowledge Transfer	2022	Sarah Parisot Pedro M. Esperança Steven McDonagh Tamás J. Madarász Yongxin Yang Zhenguo Li
+	MEDFAIR: Benchmarking Fairness for Medical Imaging	2022	Yongshuo Zong Yongxin Yang Timothy M. Hospedales
+	ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization	2022	Qishi Dong Muhammad Awais Fengwei Zhou Chuanlong Xie Tianyang Hu Yongxin Yang Sung‐Ho Bae Zhenguo Li
+ PDF Chat	Partial Index Tracking: A Meta-Learning Approach	2022	Yongxin Yang Timothy M. Hospedales
+ PDF Chat	Fine-Grained VR Sketching: Dataset and Insights	2021	Ling Luo Yulia Gryaditskaya Yongxin Yang Tao Xiang Yi-Zhe Song
+	EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization	2021	Ondrej Bohdal Yongxin Yang Timothy M. Hospedales
+	Meta-Calibration: Meta-Learning of Model Calibration Using Differentiable Expected Calibration Error.	2021	Ondrej Bohdal Yongxin Yang Timothy M. Hospedales
+ PDF Chat	StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval	2021	Aneeshan Sain Ayan Kumar Bhunia Yongxin Yang Tao Xiang Yi-Zhe Song
+	Context-Aware Layout to Image Generation with Enhanced Object Appearance	2021	Sen He Wentong Liao Michael Ying Yang Yongxin Yang Yi-Zhe Song Bodo Rosenhahn Tao Xiang
+ PDF Chat	More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval	2021	Ayan Kumar Bhunia Pinaki Nath Chowdhury Aneeshan Sain Yongxin Yang Tao Xiang Yi-Zhe Song
+ PDF Chat	Cloud2Curve: Generation and Vectorization of Parametric Sketches	2021	Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song
+ PDF Chat	Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting	2021	Ayan Kumar Bhunia Pinaki Nath Chowdhury Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song
+	Domain Generalization with MixStyle	2021	Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang
+ PDF Chat	Learning Generalisable Omni-Scale Representations for Person Re-Identification	2021	Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang
+	More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval	2021	Ayan Kumar Bhunia Pinaki Nath Chowdhury Aneeshan Sain Yongxin Yang Tao Xiang Yi-Zhe Song
+	Domain Generalization with MixStyle	2021	Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang
+	Cloud2Curve: Generation and Vectorization of Parametric Sketches	2021	Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song
+	MixStyle Neural Networks for Domain Generalization and Adaptation	2021	Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang
+ PDF Chat	Domain Adaptive Ensemble Learning	2021	Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang
+	Domain Attention Consistency for Multi-Source Domain Adaptation	2021	Zhongying Deng Kaiyang Zhou Yongxin Yang Tao Xiang
+	Long-tail Recognition via Compositional Knowledge Transfer	2021	Sarah Parisot Pedro M. Esperança Steven McDonagh Tamás J. Madarász Yongxin Yang Zhenguo Li
+	Meta-Calibration: Learning of Model Calibration Using Differentiable Expected Calibration Error	2021	Ondrej Bohdal Yongxin Yang Timothy M. Hospedales
+	EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization	2021	Ondrej Bohdal Yongxin Yang Timothy M. Hospedales
+ PDF Chat	Towards 3D VR-Sketch to 3D Shape Retrieval	2020	Ling Luo Yulia Gryaditskaya Yongxin Yang Tao Xiang Yi-Zhe Song
+ PDF Chat	Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval	2020	Ayan Kumar Bhunia Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song
+ PDF Chat	Diversity and Sparsity: A New Perspective on Index Tracking	2020	Yu Zheng Timothy M. Hospedales Yongxin Yang
+ PDF Chat	Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach	2020	Yu Zheng Bowei Chen Timothy M. Hospedales Yongxin Yang
+ PDF Chat	Deep Domain-Adversarial Image Generation for Domain Generalisation	2020	Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang
+	Online Meta-Critic Learning for Off-Policy Actor-Critic Methods	2020	Wei Zhou Yiying Li Yongxin Yang Huaimin Wang Timothy M. Hospedales
+	Online Meta-Critic Learning for Off-Policy Actor-Critic Methods	2020	Wei Zhou Yiying Li Yongxin Yang Huaimin Wang Timothy M. Hospedales
+	Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval	2020	Ayan Kumar Bhunia Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song
+	Deep Domain-Adversarial Image Generation for Domain Generalisation	2020	Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang
+	Sequential Learning for Domain Generalization	2020	Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales
+	BézierSketch: A generative model for scalable vector sketches	2020	Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song
+	Learning to Generate Novel Domains for Domain Generalization	2020	Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang
+	Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval	2020	Aneeshan Sain Ayan Kumar Bhunia Yongxin Yang Tao Xiang Yi-Zhe Song
+ PDF Chat	Learning to Generate Novel Domains for Domain Generalization	2020	Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang
+ PDF Chat	BézierSketch: A Generative Model for Scalable Vector Sketches	2020	Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song
+ PDF Chat	Sequential Learning for Domain Generalization	2020	Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales
+ PDF Chat	Episodic Training for Domain Generalization	2019	Da Li Jianshu Zhang Yongxin Yang Cong Liu Yi-Zhe Song Timothy M. Hospedales
+ PDF Chat	Goal-Driven Sequential Data Abstraction	2019	Umar Riaz Muhammad Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song
+ PDF Chat	Disjoint Label Space Transfer Learning with Common Factorised Space	2019	Xiaobin Chang Yongxin Yang Tao Xiang Timothy M. Hospedales
+	Gated deep neural networks for implied volatility surfaces	2019	Yu Zheng Yongxin Yang Bowei Chen
+	Episodic Training for Domain Generalization	2019	Da Li Jianshu Zhang Yongxin Yang Cong Liu Yi-Zhe Song Timothy M. Hospedales
+	Feature-Critic Networks for Heterogeneous Domain Generalization	2019	Yiying Li Yongxin Yang Wei Zhou Timothy M. Hospedales
+	Learning Generalisable Omni-Scale Representations for Person Re-Identification	2019	Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang
+	Deep clustering with concrete k-means	2019	Boyan Gao Yongxin Yang Henry Gouk Timothy M. Hospedales
+	Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach	2019	Yu Zheng Bowei Chen Timothy M. Hospedales Yongxin Yang
+	Deep Comparison: Relation Columns for Few-Shot Learning.	2018	Xueting Zhang Flood Sung Yuting Qiang Yongxin Yang Timothy M. Hospedales
+	Diversity and Sparsity: A New Perspective on Index Tracking.	2018	Yu Zheng Timothy M. Hospedales Yongxin Yang
+ PDF Chat	Learning to Compare: Relation Network for Few-Shot Learning	2018	Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip H. S. Torr Timothy M. Hospedales
+ PDF Chat	Learning Deep Sketch Abstraction	2018	Umar Riaz Muhammad Yongxin Yang Yi-Zhe Song Tao Xiang Timothy M. Hospedales
+ PDF Chat	Learning to Generalize: Meta-Learning for Domain Generalization	2018	Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales
+	Deep Neural Decision Trees	2018	Yongxin Yang Irene Garcia Morillo Timothy M. Hospedales
+	Disjoint Label Space Transfer Learning with Common Factorised Space	2018	Xiaobin Chang Yongxin Yang Tao Xiang Timothy M. Hospedales
+	RelationNet2: Deep Comparison Columns for Few-Shot Learning	2018	Xueting Zhang Yuting Qiang Flood Sung Yongxin Yang Timothy M. Hospedales
+	Diversity and Sparsity: A New Perspective on Index Tracking	2018	Yu Zheng Timothy M. Hospedales Yongxin Yang
+ PDF Chat	Attribute-Enhanced Face Recognition with Neural Tensor Fusion Networks	2017	Guosheng Hu Hua Yang Yang Yuan Zhihong Zhang Zheng Lu Sankha Mukherjee Timothy M. Hospedales Neil M. Robertson Yongxin Yang
+ PDF Chat	Deeper, Broader and Artier Domain Generalization	2017	Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales
+ PDF Chat	Frankenstein: Learning Deep Face Representations Using Small Data	2017	Guosheng Hu Xiaojiang Peng Yongxin Yang Timothy M. Hospedales Jakob Verbeek
+	Deep Multi-task Representation Learning: A Tensor Factorisation Approach	2017	Yongxin Yang Timothy M. Hospedales
+ PDF Chat	Gated Neural Networks for Option Pricing: Rationality by Design	2017	Yongxin Yang Yu Zheng Timothy M. Hospedales
+ PDF Chat	Unifying Multi-domain Multitask Learning: Tensor and Neural Network Perspectives	2017	Yongxin Yang Timothy M. Hospedales
+	Learning to Learn: Meta-Critic Networks for Sample Efficient Learning	2017	Flood Sung Zhang Li Tao Xiang Timothy M. Hospedales Yongxin Yang
+	Learning to Generalize: Meta-Learning for Domain Generalization	2017	Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales
+	Deeper, Broader and Artier Domain Generalization	2017	Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales
+	Learning to Compare: Relation Network for Few-Shot Learning	2017	Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip H. S. Torr Timothy M. Hospedales
+ PDF Chat	Weakly-Supervised Image Annotation and Segmentation with Objects and Attributes	2016	Zhiyuan Shi Yongxin Yang Timothy M. Hospedales Tao Xiang
+	Trace Norm Regularised Deep Multi-Task Learning	2016	Yongxin Yang Timothy M. Hospedales
+	Unifying Multi-Domain Multi-Task Learning: Tensor and Neural Network Perspectives	2016	Yongxin Yang Timothy Hospedales
+	Deep Multi-task Representation Learning: A Tensor Factorisation Approach	2016	Yongxin Yang Timothy M. Hospedales
+	Trace Norm Regularised Deep Multi-Task Learning	2016	Yongxin Yang Timothy M. Hospedales
+	Gated Neural Networks for Option Pricing: Rationality by Design	2016	Yongxin Yang Yu Zheng Timothy M. Hospedales
+	Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian	2015	Yongxin Yang Timothy M. Hospedales
+	Transductive Multi-label Zero-shot Learning	2015	Yanwei Fu Yongxin Yang Tim Hospedales Tao Xiang Shaogang Gong
+	Transductive Multi-class and Multi-label Zero-shot Learning	2015	Yanwei Fu Yongxin Yang Timothy M. Hospedales Tao Xiang Shaogang Gong
+	Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian	2015	Yongxin Yang Timothy M. Hospedales
+	A Unified Perspective on Multi-Domain and Multi-Task Learning	2014	Yongxin Yang Timothy M. Hospedales
+	Transductive Multi-label Zero-shot Learning	2014	Yanwei Fu Yongxin Yang Tim Hospedales Tao Xiang Shaogang Gong
+	A Unified Perspective on Multi-Domain and Multi-Task Learning	2014	Yongxin Yang Timothy M. Hospedales

Common Coauthors

Coauthor	Papers Together
Timothy M. Hospedales	61
Tao Xiang	37
Yi-Zhe Song	25
Kaiyang Zhou	11
Yu Zheng	7
Ayan Kumar Bhunia	7
Da Li	6
Ondrej Bohdal	5
Flood Sung	5
Ayan Das	5
Steven McDonagh	4
Sarah Parisot	4
Aneeshan Sain	4
Yu Qiao	4
Wei Zhou	3
Yiying Li	3
Yanwei Fu	3
Pinaki Nath Chowdhury	3
Zhenguo Li	3
Shaogang Gong	3
Yulia Gryaditskaya	2
Tamás J. Madarász	2
Andrea Cavallaro	2
Yuting Qiang	2
Xiaobin Chang	2
Yongshuo Zong	2
Ling Luo	2
Philip H. S. Torr	2
Pedro M. Esperança	2
Umar Riaz Muhammad	2
Guosheng Hu	2
Tim Hospedales	2
Bowei Chen	2
Huaimin Wang	2
Jianshu Zhang	2
Sung‐Ho Bae	1
Boyan Gao	1
Neil M. Robertson	1
Irene Garcia Morillo	1
Zhongying Deng	1
Xiaojiang Peng	1
Zhiyuan Shi	1
Qishi Dong	1
Cong Liu	1
Da Li	1
Hua Yang	1
Zhang Li	1
Zhihong Zhang	1
Li Zhang	1
Li Zhang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	20
+ PDF Chat	Deeper, Broader and Artier Domain Generalization	2017	Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales	19
+	A Neural Representation of Sketch Drawings	2017	David Ha Douglas Eck	15
+	Unsupervised Domain Adaptation by Backpropagation	2014	Yaroslav Ganin Victor Lempitsky	15
+ PDF Chat	Unified Deep Supervised Domain Adaptation and Generalization	2017	Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto	12
+	Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks	2017	Chelsea Finn Pieter Abbeel Sergey Levine	12
+ PDF Chat	Learning to Generalize: Meta-Learning for Domain Generalization	2018	Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales	11
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	11
+ PDF Chat	Domain-Adversarial Training of Neural Networks	2017	Yaroslav Ganin Evgeniya Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette Mario Marchand Victor Lempitsky	11
+	Domain Generalization via Invariant Feature Representation	2013	Krikamol Muandet David Balduzzi Bernhard Sch lkopf	10
+	Learning Transferable Features with Deep Adaptation Networks	2015	Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan	10
+ PDF Chat	Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval	2019	Sounak Dey Pau Riba Anjan Dutta Josep Lladós Yi-Zhe Song	10
+	Matching networks for one shot learning	2016	Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra	9
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	9
+	Prototypical Networks for Few-shot Learning	2017	Jake Snell Kevin Swersky Richard S. Zemel	9
+ PDF Chat	Learning to Sketch with Shortcut Cycle Consistency	2018	Jifei Song Kaiyue Pang Yi-Zhe Song Tao Xiang Timothy M. Hospedales	9
+ PDF Chat	Domain Generalization for Object Recognition with Multi-task Autoencoders	2015	Muhammad Ghifary W. Bastiaan Kleijn Mengjie Zhang David Balduzzi	9
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	8
+	Unsupervised Domain Adaptation with Residual Transfer Networks	2016	Mingsheng Long Zhu Han Jianmin Wang Michael I. Jordan	8
+ PDF Chat	LiveSketch: Query Perturbations for Guided Sketch-Based Visual Search	2019	John Collomosse Tu Bui Hailin Jin	7
+ PDF Chat	Domain Adaptive Ensemble Learning	2021	Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang	7
+ PDF Chat	Omni-Scale Feature Learning for Person Re-Identification	2019	Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang	7
+	GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium	2017	Martin Heusel Hubert Ramsauer Thomas Unterthiner Bernhard Nessler Sepp Hochreiter	7
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	7
+	CyCADA: Cycle-Consistent Adversarial Domain Adaptation	2017	Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell	7
+	Domain Generalization via Invariant Feature Representation	2013	Krikamol Muandet David Balduzzi Bernhard Schölkopf	7
+ PDF Chat	Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks	2017	Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros	7
+	Learning to learn by gradient descent by gradient descent	2016	Marcin Andrychowicz Misha Denil Sergio Luis Suárez Gómez Matthew W. Hoffman David Pfau Tom Schaul Brendan Shillingford Nando de Freitas	6
+	Generating Sequences With Recurrent Neural Networks	2013	Alex Graves	6
+ PDF Chat	Goal-Driven Sequential Data Abstraction	2019	Umar Riaz Muhammad Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song	6
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	6
+ PDF Chat	Episodic Training for Domain Generalization	2019	Da Li Jianshu Zhang Yongxin Yang Cong Liu Yi-Zhe Song Timothy M. Hospedales	6
+	Generalizing Across Domains via Cross-Gradient Training	2018	Shiv Shankar Vihari Piratla Soumen Chakrabarti Siddhartha Chaudhuri Preethi Jyothi Sunita Sarawagi	6
+	Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch	2019	Kaiyang Zhou Tao Xiang	6
+ PDF Chat	Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval	2020	Ayan Kumar Bhunia Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song	6
+	Zero-Shot Learning Through Cross-Modal Transfer	2013	Richard Socher Milind Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning Andrew Y. Ng	6
+	Proximal Policy Optimization Algorithms	2017	John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov	6
+ PDF Chat	Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro	2017	Zhedong Zheng Liang Zheng Yi Yang	6
+ PDF Chat	Performance Measures and a Data Set for Multi-target, Multi-camera Tracking	2016	Ergys Ristani Francesco Solera Roger S. Zou Rita Cucchiara Carlo Tomasi	6
+ PDF Chat	Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-Based Image Retrieval	2019	Anjan Dutta Zeynep Akata	6
+ PDF Chat	Domain Generalization by Solving Jigsaw Puzzles	2019	Fabio Maria Carlucci Antonio D’Innocente Silvia Bucci Barbara Caputo Tatiana Tommasi	6
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	6
+	Domain Separation Networks	2016	Konstantinos Bousmalis George Trigeorgis Nathan Silberman Dilip Krishnan Dumitru Erhan	6
+	A Unified Perspective on Multi-Domain and Multi-Task Learning	2014	Yongxin Yang Timothy M. Hospedales	6
+	A Unified Perspective on Multi-Domain and Multi-Task Learning	2014	Yongxin Yang Timothy M. Hospedales	6
+	Zero-Shot Learning Through Cross-Modal Transfer	2013	Richard Socher Milind Ganjoo Christopher D. Manning Andrew Y. Ng	5
+	Frustratingly Easy Domain Adaptation	2009	Hal Daumé	5
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	5
+ PDF Chat	Adversarial Discriminative Domain Adaptation	2017	Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell	5
+	Sketch-a-Net that Beats Humans	2015	Qian Yu Yongxin Yang Yi-Zhe Song Tao Xiang Timothy M. Hospedales	5