Song, Yi-Zhe

97 publications

CVPR 2025 CaricatureBooth: Data-Free Interactive Caricature Generation in a Photo Booth Zhiyu Qu, Yunqi Miao, Zhensong Zhang, Jifei Song, Jiankang Deng, Yi-Zhe Song

ICCV 2025 Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection Subhajit Maity, Ayan Kumar Bhunia, Subhadeep Koley, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song

CVPR 2025 FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations Hmrishav Bandyopadhyay, Yi-Zhe Song

NeurIPS 2025 Fuse2Match: Training-Free Fusion of Flow, Diffusion, and Contrastive Models for Zero-Shot Semantic Matching Jing Zuo, Jiaqi Wang, Yonggang Qi, Yi-Zhe Song

CVPR 2025 NitroFusion: High-Fidelity Single-Step Diffusion Through Dynamic Adversarial Training Dar-Yen Chen, Hmrishav Bandyopadhyay, Kai Zou, Yi-Zhe Song

NeurIPS 2025 Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models Dar-Yen Chen, Hmrishav Bandyopadhyay, Kai Zou, Yi-Zhe Song

CVPR 2025 Sketch Down the FLOPs: Towards Efficient Networks for Human Sketch Aneeshan Sain, Subhajit Maity, Pinaki Nath Chowdhury, Shubhadeep Koley, Ayan Kumar Bhunia, Yi-Zhe Song

CVPR 2025 SketchFusion: Learning Universal Sketch Features Through Fusing Foundation Models Subhadeep Koley, Tapas Kumar Dutta, Aneeshan Sain, Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Yi-Zhe Song

AAAI 2025 VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis Zhipeng Chen, Lan Yang, Yonggang Qi, Honggang Zhang, Kaiyue Pang, Ke Li, Yi-Zhe Song

CVPRW 2024 ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang

CVPR 2024 DemoCaricature: Democratising Caricature Generation with a Rough Sketch Dar-Yen Chen, Ayan Kumar Bhunia, Subhadeep Koley, Aneeshan Sain, Pinaki Nath Chowdhury, Yi-Zhe Song

CVPR 2024 DemoFusion: Democratising High-Resolution Image Generation with No $$$ Ruoyi Du, Dongliang Chang, Timothy Hospedales, Yi-Zhe Song, Zhanyu Ma

ECCV 2024 Do Generalised Classifiers Really Work on Human Drawn Sketches? Hmrishav Bandyopadhyay, Pinaki Nath Chowdhury, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Ayan Kumar Bhunia, Yi-Zhe Song

CVPR 2024 Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes Hmrishav Bandyopadhyay, Subhadeep Koley, Ayan Das, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

ECCV 2024 Freeview Sketching: View-Aware Fine-Grained Sketch-Based Image Retrieval Aneeshan Sain, Pinaki Nath Chowdhury, Subhadeep Koley, Ayan Kumar Bhunia, Yi-Zhe Song

CVPR 2024 How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval? Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

CVPR 2024 It's All About Your Sketch: Democratising Sketch Control in Diffusion Models Subhadeep Koley, Ayan Kumar Bhunia, Deeptanshu Sekhri, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

ICLR 2024 Modelling Complex Vector Drawings with Stroke-Clouds Alexander Ashcroft, Ayan Das, Yulia Gryaditskaya, Zhiyu Qu, Yi-Zhe Song

ECCV 2024 PartCraft: Crafting Creative Objects by Parts Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang

ICLR 2024 Scale-Adaptive Diffusion Model for Complex Sketch Synthesis Jijin Hu, Ke Li, Yonggang Qi, Yi-Zhe Song

CVPR 2024 SketchINR: A First Look into Sketches as Implicit Neural Representations Hmrishav Bandyopadhyay, Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Tao Xiang, Timothy Hospedales, Yi-Zhe Song

CVPR 2024 Text-to-Image Diffusion Models Are Great Sketch-Photo Matchmakers Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

CVPR 2024 What Sketch Explainability Really Means for Downstream Tasks? Hmrishav Bandyopadhyay, Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Tao Xiang, Yi-Zhe Song

CVPR 2024 Wired Perspectives: Multi-View Wire Art Embraces Generative AI Zhiyu Qu, Lan Yang, Honggang Zhang, Tao Xiang, Kaiyue Pang, Yi-Zhe Song

CVPR 2024 You'll Never Walk Alone: A Sketch and Text Duet for Fine-Grained Image Retrieval Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

ICCV 2023 3D VR Sketch Guided 3D Shape Prototyping and Exploration Ling Luo, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song, Yulia Gryaditskaya

CVPR 2023 An Erudite Fine-Grained Visual Classification Model Dongliang Chang, Yujun Tong, Ruoyi Du, Timothy Hospedales, Yi-Zhe Song, Zhanyu Ma

AAAI 2023 Bi-Directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song

CVPR 2023 CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not Aneeshan Sain, Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Subhadeep Koley, Tao Xiang, Yi-Zhe Song

ICLR 2023 ChiroDiff: Modelling Chirographic Data with Diffusion Models Ayan Das, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song

ICCV 2023 Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion Xiao Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang

CVPR 2023 Data-Free Sketch-Based Image Retrieval Abhra Chaudhuri, Ayan Kumar Bhunia, Yi-Zhe Song, Anjan Dutta

ICCV 2023 Democratising 2D Sketch to 3D Shape Retrieval Through Pivoting Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Yi-Zhe Song

ICCV 2023 DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion Sauradip Nag, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang

CVPR 2023 Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR Aneeshan Sain, Ayan Kumar Bhunia, Subhadeep Koley, Pinaki Nath Chowdhury, Soumitri Chattopadhyay, Tao Xiang, Yi-Zhe Song

CVPR 2023 FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks Xiao Han, Xiatian Zhu, Licheng Yu, Li Zhang, Yi-Zhe Song, Tao Xiang

NeurIPS 2023 HeadSculpt: Crafting 3D Head Avatars with Text Xiao Han, Yukang Cao, Kai Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang, Kwan-Yee K. Wong

CVPR 2023 On-the-Fly Category Discovery Ruoyi Du, Dongliang Chang, Kongming Liang, Timothy Hospedales, Yi-Zhe Song, Zhanyu Ma

CVPR 2023 Photo Pre-Training, but for Sketch Ke Li, Kaiyue Pang, Yi-Zhe Song

CVPR 2023 Picture That Sketch: Photorealistic Image Generation from Abstract Sketches Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

CVPR 2023 Post-Processing Temporal Action Detection Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang

CVPR 2023 SceneTrilogy: On Human Scene-Sketch and Its Complementarity with Photo and Text Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Yi-Zhe Song

CVPR 2023 Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings Ayan Kumar Bhunia, Subhadeep Koley, Amandeep Kumar, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

ICLR 2023 SketchKnitter: Vectorized Sketch Generation with Diffusion Models Qiang Wang, Haoge Deng, Yonggang Qi, Da Li, Yi-Zhe Song

CVPR 2023 SketchXAI: A First Look at Explainability for Human Sketches Zhiyu Qu, Yulia Gryaditskaya, Ke Li, Kaiyue Pang, Tao Xiang, Yi-Zhe Song

ICCV 2023 Task-Aware Adaptive Learning for Cross-Domain Few-Shot Learning Yurong Guo, Ruoyi Du, Yuan Dong, Timothy Hospedales, Yi-Zhe Song, Zhanyu Ma

CVPR 2023 What Can Human Sketches Do for Object Detection? Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Subhadeep Koley, Tao Xiang, Yi-Zhe Song

CVPR 2023 Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style Fengyin Lin, Mingkang Li, Da Li, Timothy Hospedales, Yi-Zhe Song, Yonggang Qi

ECCV 2022 Adaptive Fine-Grained Sketch-Based Image Retrieval Ayan Kumar Bhunia, Aneeshan Sain, Parth Hiren Shah, Animesh Gupta, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

CVPR 2022 Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Subhadeep Koley, Rohit Kundu, Aneeshan Sain, Tao Xiang, Yi-Zhe Song

ECCV 2022 FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context Pinaki Nath Chowdhury, Aneeshan Sain, Ayan Kumar Bhunia, Tao Xiang, Yulia Gryaditskaya, Yi-Zhe Song

ECCV 2022 FashionViL: Fashion-Focused Vision-and-Language Representation Learning Xiao Han, Licheng Yu, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang

CVPR 2022 Finding Badly Drawn Bunnies Lan Yang, Kaiyue Pang, Honggang Zhang, Yi-Zhe Song

AAAI 2022 Hybrid Graph Neural Networks for Few-Shot Learning Tianyuan Yu, Sen He, Yi-Zhe Song, Tao Xiang

CVPR 2022 Partially Does It: Towards Scene-Level FG-SBIR with Partial Input Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Aneeshan Sain, Tao Xiang, Yi-Zhe Song

ECCV 2022 Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang

ECCV 2022 Semi-Supervised Temporal Action Detection with Proposal-Free Masking Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang

CVPR 2022 Sketch3T: Test-Time Training for Zero-Shot SBIR Aneeshan Sain, Ayan Kumar Bhunia, Vaishnav Potlapalli, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

ICLR 2022 SketchODE: Learning Neural Sketch Representation in Continuous Time Ayan Das, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song

ECCV 2022 SketchSampler: Sketch-Based 3D Reconstruction via View-Dependent Depth Sampling Chenjian Gao, Qian Yu, Lu Sheng, Yi-Zhe Song, Dong Xu

CVPR 2022 Sketching Without Worrying: Noise-Tolerant Sketch-Based Image Retrieval Ayan Kumar Bhunia, Subhadeep Koley, Abdullah Faiz Ur Rahman Khilji, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

CVPR 2022 Style-Based Global Appearance Flow for Virtual Try-on Sen He, Yi-Zhe Song, Tao Xiang

CVPRW 2022 UIGR: Unified Interactive Garment Retrieval Xiao Han, Sen He, Li Zhang, Yi-Zhe Song, Tao Xiang

ECCV 2022 Zero-Shot Temporal Action Detection via Vision-Language Prompting Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang

CVPR 2021 Cloud2Curve: Generation and Vectorization of Parametric Sketches Ayan Das, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song

CVPR 2021 Context-Aware Layout to Image Generation with Enhanced Object Appearance Sen He, Wentong Liao, Michael Ying Yang, Yongxin Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang

ICCV 2021 Disentangled Lifespan Face Synthesis Sen He, Wentong Liao, Michael Ying Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang

ICCV 2021 Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition Ayan Kumar Bhunia, Aneeshan Sain, Amandeep Kumar, Shuvozit Ghose, Pinaki Nath Chowdhury, Yi-Zhe Song

CVPR 2021 MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition Ayan Kumar Bhunia, Shuvozit Ghose, Amandeep Kumar, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song

CVPR 2021 More Photos Are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yongxin Yang, Tao Xiang, Yi-Zhe Song

NeurIPS 2021 One Loss for All: Deep Hashing with a Single Cosine Similarity Based Learning Objective Jiun Tian Hoe, Kam Woh Ng, Tianyu Zhang, Chee Seng Chan, Yi-Zhe Song, Tao Xiang

CVPR 2021 PQA: Perceptual Question Answering Yonggang Qi, Kai Zhang, Aneeshan Sain, Yi-Zhe Song

ICCV 2021 Simpler Is Better: Few-Shot Semantic Segmentation with Classifier Weight Transformer Zhihe Lu, Sen He, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang

ICCV 2021 SketchAA: Abstract Representation for Abstract Sketches Lan Yang, Kaiyue Pang, Honggang Zhang, Yi-Zhe Song

ICCV 2021 SketchLattice: Latticed Representation for Sketch Manipulation Yonggang Qi, Guoyao Su, Pinaki Nath Chowdhury, Mingkang Li, Yi-Zhe Song

CVPR 2021 StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song

ICCV 2021 Text Is Text, No Matter What: Unifying Text Recognition Using Knowledge Distillation Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Yi-Zhe Song

ICCV 2021 Towards the Unseen: Iterative Text Recognition by Distilling from Errors Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song

CVPR 2021 Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song

CVPR 2021 Your "Flamingo" Is My "Bird": Fine-Grained, or Not Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma, Yi-Zhe Song, Jun Guo

ICML 2020 A Tree-Structured Decoder for Image-to-Markup Generation Jianshu Zhang, Jun Du, Yongxin Yang, Yi-Zhe Song, Si Wei, Lirong Dai

ECCV 2020 BézierSketch: A Generative Model for Scalable Vector Sketches Ayan Das, Yongxin Yang, Timothy Hospedales, Tao Xiang, Yi-Zhe Song

ECCV 2020 Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Zhanyu Ma, Yi-Zhe Song, Jun Guo

ECCVW 2020 Sequential Learning for Domain Generalization Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales

ECCV 2018 Deep Factorised Inverse-Sketching Kaiyue Pang, Da Li, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales

AAAI 2018 Learning to Generalize: Meta-Learning for Domain Generalization Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales

ECCV 2018 SketchyScene: Richly-Annotated Scene Sketches Changqing Zou, Qian Yu, Ruofei Du, Haoran Mo, Yi-Zhe Song, Tao Xiang, Chengying Gao, Baoquan Chen, Hao Zhang

ECCV 2018 Universal Sketch Perceptual Grouping Ke Li, Kaiyue Pang, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Honggang Zhang

ICCV 2017 Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval Jifei Song, Qian Yu, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales

ICCV 2017 Deeper, Broader and Artier Domain Generalization Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales

WACV 2016 Fine-Grained Sketch-Based Image Retrieval: The Role of Part-Aware Attributes Ke Li, Kaiyue Pang, Yi-Zhe Song, Timothy M. Hospedales, Honggang Zhang, Yichuan Hu

CVPR 2016 ForgetMeNot: Memory-Aware Forensic Facial Sketch Matching Shuxin Ouyang, Timothy M. Hospedales, Yi-Zhe Song, Xueming Li

ECCV 2016 Instance-Level Coupled Subspace Learning for Fine-Grained Sketch-Based Image Retrieval Peng Xu, Qiyue Yin, Yonggang Qi, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Jun Guo

ECCVW 2016 Instance-Level Coupled Subspace Learning for Fine-Grained Sketch-Based Image Retrieval Peng Xu, Qiyue Yin, Yonggang Qi, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Jun Guo

CVPR 2016 Sketch Me That Shoe Qian Yu, Feng Liu, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Chen-Change Loy

CVPR 2015 Making Better Use of Edges via Perceptual Grouping Yonggang Qi, Yi-Zhe Song, Tao Xiang, Honggang Zhang, Timothy Hospedales, Yi Li, Jun Guo

ECCV 2010 Finding Semantic Structures in Image Hierarchies Using Laplacian Graph Energy Yi-Zhe Song, Pablo Arbeláez, Peter M. Hall, Chuan Li, Anupriya Balikai