Yi-Zhe Song

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 267

Top Venues

University of Bath, UK (PHD)

Education History

University of Bath, UK

PHD

Publications

Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval? CoRR (2024)
Chaitat Utintu, Pinaki Nath Chowdhury, Aneeshan Sain, Subhadeep Koley, Ayan Kumar Bhunia, Yi-Zhe Song
SketchDeco: Decorating B&W Sketches with Colour. CoRR (2024)
Hmrishav Bandyopadhyay, Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Tao Xiang, Timothy M. Hospedales, Yi-Zhe Song
SketchINR: A First Look into Sketches as Implicit Neural Representations. CoRR (2024)
Alexander Ashcroft, Ayan Das, Yulia Gryaditskaya, Zhiyu Qu, Yi-Zhe Song
Modelling complex vector drawings with stroke-clouds. ICLR (2024)
Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers. CoRR (2024)
Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang
ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery. CoRR (2024)
Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang
PartCraft: Crafting Creative Objects by Parts. CoRR (2024)
Win Kent Ong, Kam Woh Ng, Chee Seng Chan, Yi-Zhe Song, Tao Xiang
IPR-NeRF: Ownership Verification meets Neural Radiance Field. CoRR (2024)
Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
You'll Never Walk Alone: A Sketch and Text Duet for Fine-Grained Image Retrieval. CoRR (2024)
Subhadeep Koley, Ayan Kumar Bhunia, Deeptanshu Sekhri, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
It's All About Your Sketch: Democratising Sketch Control in Diffusion Models. CoRR (2024)
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
Bi-Directional Ensemble Feature Reconstruction Network for Few-Shot Fine-Grained Classification. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Lan Yang, Kaiyue Pang, Honggang Zhang, Yi-Zhe Song
Annotation-Free Human Sketch Quality Assessment. Int. J. Comput. Vis. 132 (8) (2024)
Hmrishav Bandyopadhyay, Pinaki Nath Chowdhury, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Ayan Kumar Bhunia, Yi-Zhe Song
Do Generalised Classifiers really work on Human Drawn Sketches? CoRR (2024)
Sergio Sánchez Santiesteban, Sara Atito, Muhammad Awais, Yi-Zhe Song, Josef Kittler
Improved Image Captioning Via Knowledge Graph-Augmented Models. ICASSP (2024)
Yixiao Zheng, Kaiyue Pang, Ayan Das, Dongliang Chang, Yi-Zhe Song, Zhanyu Ma
CreativeSeg: Semantic Segmentation of Creative Sketches. IEEE Trans. Image Process. 33 (2024)
Ruoyi Du, Dongliang Chang, Zhanyu Ma, Kongming Liang, Yi-Zhe Song, Jun Guo
Semi-Supervised Learning for FGVC With Out-of-Category Data. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Dongliang Chang, Aneeshan Sain, Zhanyu Ma, Yi-Zhe Song, Ruiping Wang, Jun Guo
Mind the Gap: Open Set Domain Adaptation via Mutual-to-Separate Framework. IEEE Trans. Circuits Syst. Video Technol. 34 (6) (2024)
Hmrishav Bandyopadhyay, Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Tao Xiang, Yi-Zhe Song
What Sketch Explainability Really Means for Downstream Tasks. CoRR (2024)
Aneeshan Sain, Pinaki Nath Chowdhury, Subhadeep Koley, Ayan Kumar Bhunia, Yi-Zhe Song
Freeview Sketching: View-Aware Fine-Grained Sketch-Based Image Retrieval. CoRR (2024)
Jijin Hu, Ke Li, Yonggang Qi, Yi-Zhe Song
Scale-Adaptive Diffusion Model for Complex Sketch Synthesis. ICLR (2024)
Ayan Kumar Bhunia, Subhadeep Koley, Amandeep Kumar, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings. CVPR (2023)
Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Yi-Zhe Song
What Can Human Sketches Do for Object Detection? CVPR (2023)
Kam Woh Ng, Xiatian Zhu, Jiun Tian Hoe, Chee Seng Chan, Tianyu Zhang, Yi-Zhe Song, Tao Xiang
Unsupervised Hashing via Similarity Distribution Calibration. CoRR (2023)
Dongliang Chang, Kaiyue Pang, Ruoyi Du, Yujun Tong, Yi-Zhe Song, Zhanyu Ma, Jun Guo
Making a Bird AI Expert Work for You and Me. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Ruolin Yang, Da Li, Conghui Hu, Timothy M. Hospedales, Honggang Zhang, Yi-Zhe Song
Sketch-based Video Object Segmentation: Benchmark and Analysis. BMVC (2023)
Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Yi-Zhe Song
SceneTrilogy: On Human Scene-Sketch and its Complementarity with Photo and Text. CVPR (2023)
Xiao Han, Xiatian Zhu, Licheng Yu, Li Zhang, Yi-Zhe Song, Tao Xiang
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks. CVPR (2023)
Aneeshan Sain, Ayan Kumar Bhunia, Subhadeep Koley, Pinaki Nath Chowdhury, Soumitri Chattopadhyay, Tao Xiang, Yi-Zhe Song
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR. CVPR (2023)
Ruoyi Du, Dongliang Chang, Kongming Liang, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
On-the-Fly Category Discovery. CVPR (2023)
Fengyin Lin, Mingkang Li, Da Li, Timothy M. Hospedales, Yi-Zhe Song, Yonggang Qi
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style. CVPR (2023)
Yixiao Zheng, Jiyang Xie, Aneeshan Sain, Yi-Zhe Song, Zhanyu Ma
Sketch-Segformer: Transformer-Based Segmentation for Figurative and Creative Sketches. IEEE Trans. Image Process. 32 (2023)
Zhiyu Qu, Yulia Gryaditskaya, Ke Li, Kaiyue Pang, Tao Xiang, Yi-Zhe Song
SketchXAI: A First Look at Explainability for Human Sketches. CVPR (2023)
Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song
ChiroDiff: Modelling chirographic data with Diffusion Models. ICLR (2023)
Ke Li, Kaiyue Pang, Yi-Zhe Song
Photo Pre-Training, But for Sketch. CVPR (2023)
Sauradip Nag, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion. ICCV (2023)
Zhiyu Qu, Lan Yang, Honggang Zhang, Tao Xiang, Kaiyue Pang, Yi-Zhe Song
Wired Perspectives: Multi-View Wire Art Embraces Generative AI. CoRR (2023)
Kam Woh Ng, Xiatian Zhu, Jiun Tian Hoe, Chee Seng Chan, Tianyu Zhang, Yi-Zhe Song, Tao Xiang
Unsupervised Hashing with Similarity Distribution Calibration. BMVC (2023)
Ruolin Yang, Da Li, Conghui Hu, Timothy M. Hospedales, Honggang Zhang, Yi-Zhe Song
Sketch-based Video Object Segmentation: Benchmark and Analysis. CoRR (2023)
Dongliang Chang, Yujun Tong, Ruoyi Du, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
An Erudite Fine-Grained Visual Classification Model. CVPR (2023)
Zhihe Lu, Sen He, Da Li, Yi-Zhe Song, Tao Xiang
Prediction Calibration for Generalized Few-Shot Semantic Segmentation. IEEE Trans. Image Process. 32 (2023)
Xiao Han, Yukang Cao, Kai Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang, Kwan-Yee K. Wong
HeadSculpt: Crafting 3D Head Avatars with Text. CoRR (2023)
Ling Luo, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song, Yulia Gryaditskaya
3D VR Sketch Guided 3D Shape Prototyping and Exploration. ICCV (2023)
Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Yi-Zhe Song
Democratising 2D Sketch to 3D Shape Retrieval Through Pivoting. ICCV (2023)
Zhiyu Qu, Tao Xiang, Yi-Zhe Song
SketchDreamer: Interactive Text-Augmented Creative Sketch Ideation. CoRR (2023)
Zhiyu Qu, Tao Xiang, Yi-Zhe Song
SketchDreamer: Interactive Text-Augmented Creative Sketch Ideation. BMVC (2023)
Zhihe Lu, Da Li, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales
Uncertainty-Aware Source-Free Domain Adaptive Semantic Segmentation. IEEE Trans. Image Process. 32 (2023)
Dar-Yen Chen, Subhadeep Koley, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Ayan Kumar Bhunia, Yi-Zhe Song
DemoCaricature: Democratising Caricature Generation with a Rough Sketch. CoRR (2023)
Hmrishav Bandyopadhyay, Subhadeep Koley, Ayan Das, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Ayan Kumar Bhunia, Yi-Zhe Song
Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes. CoRR (2023)
Peng Xu, Timothy M. Hospedales, Qiyue Yin, Yi-Zhe Song, Tao Xiang, Liang Wang
Deep Learning for Free-Hand Sketch: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Xiao Han, Yukang Cao, Kai Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang, Kwan-Yee K. Wong
HeadSculpt: Crafting 3D Head Avatars with Text. NeurIPS (2023)
Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song
ChiroDiff: Modelling chirographic data with Diffusion Models. CoRR (2023)
Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
Picture that Sketch: Photorealistic Image Generation from Abstract Sketches. CVPR (2023)
Yurong Guo, Ruoyi Du, Yuan Dong, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
Task-aware Adaptive Learning for Cross-domain Few-shot Learning. ICCV (2023)
Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
Picture that Sketch: Photorealistic Image Generation from Abstract Sketches. CoRR (2023)
Zhongying Deng, Da Li, Junjun He, Yi-Zhe Song, Tao Xiang
Generative Model Based Noise Robust Training for Unsupervised Domain Adaptation. CoRR (2023)
Xiao Han, Xiatian Zhu, Licheng Yu, Li Zhang, Yi-Zhe Song, Tao Xiang
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks. CoRR (2023)
Xiao Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang
Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion. ICCV (2023)
Aneeshan Sain, Ayan Kumar Bhunia, Subhadeep Koley, Pinaki Nath Chowdhury, Soumitri Chattopadhyay, Tao Xiang, Yi-Zhe Song
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR. CoRR (2023)
Fengyin Lin, Mingkang Li, Da Li, Timothy M. Hospedales, Yi-Zhe Song, Yonggang Qi
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style. CoRR (2023)
Zhiyu Qu, Yulia Gryaditskaya, Ke Li, Kaiyue Pang, Tao Xiang, Yi-Zhe Song
SketchXAI: A First Look at Explainability for Human Sketches. CoRR (2023)
Ayan Kumar Bhunia, Subhadeep Koley, Amandeep Kumar, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings. CoRR (2023)
Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Yi-Zhe Song
What Can Human Sketches Do for Object Detection? CoRR (2023)
Abhra Chaudhuri, Ayan Kumar Bhunia, Yi-Zhe Song, Anjan Dutta
Data-Free Sketch-Based Image Retrieval. CoRR (2023)
Ruoyi Du, Dongliang Chang, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
DemoFusion: Democratising High-Resolution Image Generation With No $$$. CoRR (2023)
Aneeshan Sain, Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Subhadeep Koley, Tao Xiang, Yi-Zhe Song
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not. CoRR (2023)
Abhra Chaudhuri, Ayan Kumar Bhunia, Yi-Zhe Song, Anjan Dutta
Data-Free Sketch-Based Image Retrieval. CVPR (2023)
Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang
Post-Processing Temporal Action Detection. CVPR (2023)
Qiang Wang, Haoge Deng, Yonggang Qi, Da Li, Yi-Zhe Song
SketchKnitter: Vectorized Sketch Generation with Diffusion Models. ICLR (2023)
Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang
DreamCreature: Crafting Photorealistic Virtual Creatures from Imagination. CoRR (2023)
Aneeshan Sain, Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Subhadeep Koley, Tao Xiang, Yi-Zhe Song
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not. CVPR (2023)
Ling Luo, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song, Yulia Gryaditskaya
3D VR Sketch Guided 3D Shape Prototyping and Exploration. CoRR (2023)
Sauradip Nag, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion. CoRR (2023)
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification. AAAI (2023)
Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang
Temporal Action Detection with Global Segmentation Mask Learning. CoRR (2022)
Zhongying Deng, Da Li, Yi-Zhe Song, Tao Xiang
Robust Target Training for Multi-Source Domain Adaptation. CoRR (2022)
Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Aneeshan Sain, Tao Xiang, Yi-Zhe Song
Partially Does It: Towards Scene-Level FG-SBIR with Partial Input. CVPR (2022)
Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang
Semi-Supervised Temporal Action Detection with Proposal-Free Masking. CoRR (2022)
Sauradip Nag, Mengmeng Xu, Xiatian Zhu, Juan-Manuel Pérez-Rúa, Bernard Ghanem, Yi-Zhe Song, Tao Xiang
Multi-Modal Few-Shot Temporal Action Detection via Vision-Language Meta-Adaptation. CoRR (2022)
Pinaki Nath Chowdhury, Aneeshan Sain, Ayan Kumar Bhunia, Tao Xiang, Yulia Gryaditskaya, Yi-Zhe Song
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context. ECCV (8) (2022)
Sen He, Yi-Zhe Song, Tao Xiang
Style-Based Global Appearance Flow for Virtual Try-On. CVPR (2022)
Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang
Semi-supervised Temporal Action Detection with Proposal-Free Masking. ECCV (3) (2022)
Ayan Kumar Bhunia, Subhadeep Koley, Abdullah Faiz Ur Rahman Khilji, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval. CVPR (2022)
Ayan Kumar Bhunia, Subhadeep Koley, Abdullah Faiz Ur Rahman Khilji, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval. CoRR (2022)
Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang
Post-Processing Temporal Action Detection. CoRR (2022)
Dongliang Chang, Junhan Chen, Xinran Wang, Ruoyi Du, Wenqing Yu, Yufan Liu, Yujun Tong, Kongming Liang, Yi-Zhe Song, Zhanyu Ma
Complex Scenario-Oriented Fine-Grained Visual Classification Platform. MMSP (2022)
Anran Qi, Yulia Gryaditskaya, Tao Xiang, Yi-Zhe Song
One Sketch for All: One-Shot Personalized Sketch Segmentation. IEEE Trans. Image Process. 31 (2022)
Tingwei Wang, Da Li, Kaiyang Zhou, Tao Xiang, Yi-Zhe Song
Learning to Augment via Implicit Differentiation for Domain Generalization. BMVC (2022)
Sen He, Yi-Zhe Song, Tao Xiang
Style-Based Global Appearance Flow for Virtual Try-On. CoRR (2022)
Zhongying Deng, Kaiyang Zhou, Da Li, Junjun He, Yi-Zhe Song, Tao Xiang
Dynamic Instance Domain Adaptation. CoRR (2022)
Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song
SketchODE: Learning neural sketch representation in continuous time. ICLR (2022)
Ce Ge, Haifeng Sun, Yi-Zhe Song, Zhanyu Ma, Jianxin Liao
Exploring Local Detail Perception for Scene Sketch Semantic Segmentation. IEEE Trans. Image Process. 31 (2022)
Sen He, Yi-Zhe Song, Tao Xiang
Single Stage Multi-Pose Virtual Try-On. CoRR (2022)
Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Aneeshan Sain, Tao Xiang, Yi-Zhe Song
Partially Does It: Towards Scene-Level FG-SBIR with Partial Input. CoRR (2022)
Xiu-Shen Wei, Yi-Zhe Song, Oisin Mac Aodha, Jianxin Wu, Yuxin Peng, Jinhui Tang, Jian Yang, Serge J. Belongie
Fine-Grained Image Analysis With Deep Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Conghui Hu, Yongxin Yang, Yunpeng Li, Timothy M. Hospedales, Yi-Zhe Song
Towards Unsupervised Sketch-based Image Retrieval. BMVC (2022)
Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning. ECCV (3) (2022)
Yue Zhong, Yulia Gryaditskaya, Honggang Zhang, Yi-Zhe Song
A study of deep single sketch-based modeling: View/style invariance, sparsity and latent space disentanglement. Comput. Graph. 106 (2022)
Aneeshan Sain, Ayan Kumar Bhunia, Vaishnav Potlapalli, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
Sketch3T: Test-Time Training for Zero-Shot SBIR. CVPR (2022)
Chu-Feng Xiao, Wanchao Su, Jing Liao, Zhouhui Lian, Yi-Zhe Song, Hongbo Fu
DifferSketching: How Differently Do People Sketch 3D Objects? ACM Trans. Graph. 41 (6) (2022)
Pinaki Nath Chowdhury, Aneeshan Sain, Yulia Gryaditskaya, Ayan Kumar Bhunia, Tao Xiang, Yi-Zhe Song
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yi-Zhe Song