← Authors

Yi-Zhe Song

99 papers · 2015–2025 · 7 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (10) 🌈 Renaissance Researcher (9) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (127) 🐝 Cross-Pollinator (15) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (56) 🀝 Dynamic Duo (63) πŸ”¬ Deep Specialist (15) πŸ† Grand Slam πŸ† Keyword Champion (9) πŸ’Ž Century Club (99) πŸ”₯ Unstoppable (11) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (323) ⚑ Prolific Year (16) ❓ The Questioner (4) πŸ“ˆ Trend Setter

Conferences

CVPR (56) ICCV (17) ECCV (15) ICLR (5) AAAI (3) NIPS (2) ICML (1)

Top co-authors

Tao Xiang (63) Ayan Kumar Bhunia (36) Aneeshan Sain (34) Pinaki Nath Chowdhury (33) Subhadeep Koley (19) Timothy M. Hospedales (18) Yongxin Yang (18) Kaiyue Pang (13) Xiatian Zhu (12) Timothy Hospedales (10)

Keywords

sketch-based image retrieval (20) sketch recognition (11) zero-shot learning (9) image generation (9) cross-modal retrieval (9) knowledge distillation (7) image retrieval (7) fine-grained retrieval (7) diffusion model (7) reinforcement learning (6) domain adaptation (6) sketch generation (5) cross-modal learning (5) generative model (5) transfer learning (5) few-shot learning (4) representation learning (4) metric learning (4) self-supervised learning (4) scene understanding (4)

Papers

Sketch Down the FLOPs: Towards Efficient Networks for Human Sketch CVPR 2025
Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection ICCV 2025
FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations CVPR 2025
NitroFusion: High-Fidelity Single-Step Diffusion through Dynamic Adversarial Training CVPR 2025
CaricatureBooth: Data-Free Interactive Caricature Generation in a Photo Booth CVPR 2025
SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models CVPR 2025
VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis AAAI 2025
DemoCaricature: Democratising Caricature Generation with a Rough Sketch CVPR 2024
SketchINR: A First Look into Sketches as Implicit Neural Representations CVPR 2024
Scale-Adaptive Diffusion Model for Complex Sketch Synthesis ICLR 2024
Freeview Sketching: View-Aware Fine-Grained Sketch-Based Image Retrieval ECCV 2024
Do Generalised Classifiers really work on Human Drawn Sketches? ECCV 2024
You'll Never Walk Alone: A Sketch and Text Duet for Fine-Grained Image Retrieval CVPR 2024
DemoFusion: Democratising High-Resolution Image Generation With No $$$ CVPR 2024
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval? CVPR 2024
PartCraft: Crafting Creative Objects by Parts ECCV 2024
Modelling complex vector drawings with stroke-clouds ICLR 2024
What Sketch Explainability Really Means for Downstream Tasks? CVPR 2024
Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes CVPR 2024
Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers CVPR 2024
It's All About Your Sketch: Democratising Sketch Control in Diffusion Models CVPR 2024
Wired Perspectives: Multi-View Wire Art Embraces Generative AI CVPR 2024
SceneTrilogy: On Human Scene-Sketch and Its Complementarity With Photo and Text CVPR 2023
Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion ICCV 2023
3D VR Sketch Guided 3D Shape Prototyping and Exploration ICCV 2023
Task-aware Adaptive Learning for Cross-domain Few-shot Learning ICCV 2023
Democratising 2D Sketch to 3D Shape Retrieval Through Pivoting ICCV 2023
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion ICCV 2023
HeadSculpt: Crafting 3D Head Avatars with Text NIPS 2023
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification AAAI 2023
SketchKnitter: Vectorized Sketch Generation with Diffusion Models ICLR 2023
ChiroDiff: Modelling chirographic data with Diffusion Models ICLR 2023
Picture That Sketch: Photorealistic Image Generation From Abstract Sketches CVPR 2023
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR CVPR 2023
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not CVPR 2023
Data-Free Sketch-Based Image Retrieval CVPR 2023
Photo Pre-Training, but for Sketch CVPR 2023
What Can Human Sketches Do for Object Detection? CVPR 2023
Sketch2Saliency: Learning To Detect Salient Objects From Human Drawings CVPR 2023
Post-Processing Temporal Action Detection CVPR 2023
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style CVPR 2023
An Erudite Fine-Grained Visual Classification Model CVPR 2023
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023
On-the-Fly Category Discovery CVPR 2023
SketchXAI: A First Look at Explainability for Human Sketches CVPR 2023
Adaptive Fine-Grained Sketch-Based Image Retrieval ECCV 2022
Sketch3T: Test-Time Training for Zero-Shot SBIR CVPR 2022
Finding Badly Drawn Bunnies CVPR 2022
Style-Based Global Appearance Flow for Virtual Try-On CVPR 2022
Partially Does It: Towards Scene-Level FG-SBIR With Partial Input CVPR 2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022
Hybrid Graph Neural Networks for Few-Shot Learning AAAI 2022
Sketching Without Worrying: Noise-Tolerant Sketch-Based Image Retrieval CVPR 2022
SketchODE: Learning neural sketch representation in continuous time ICLR 2022
Semi-Supervised Temporal Action Detection with Proposal-Free Masking ECCV 2022
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning ECCV 2022
SketchSampler: Sketch-Based 3D Reconstruction via View-Dependent Depth Sampling ECCV 2022
Zero-Shot Temporal Action Detection via Vision-Language Prompting ECCV 2022
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context ECCV 2022
FashionViL: Fashion-Focused Vision-and-Language Representation Learning ECCV 2022
Disentangled Lifespan Face Synthesis ICCV 2021
Context-Aware Layout to Image Generation With Enhanced Object Appearance CVPR 2021
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval CVPR 2021
Cloud2Curve: Generation and Vectorization of Parametric Sketches CVPR 2021
More Photos Are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval CVPR 2021
Your "Flamingo" is My "Bird": Fine-Grained, or Not CVPR 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting CVPR 2021
MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition CVPR 2021
PQA: Perceptual Question Answering CVPR 2021
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition ICCV 2021
Simpler Is Better: Few-Shot Semantic Segmentation With Classifier Weight Transformer ICCV 2021
Towards the Unseen: Iterative Text Recognition by Distilling From Errors ICCV 2021
SketchAA: Abstract Representation for Abstract Sketches ICCV 2021
Text Is Text, No Matter What: Unifying Text Recognition Using Knowledge Distillation ICCV 2021
SketchLattice: Latticed Representation for Sketch Manipulation ICCV 2021
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective NIPS 2021
Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval CVPR 2020
A Tree-Structured Decoder for Image-to-Markup Generation ICML 2020
Stochastic Classifiers for Unsupervised Domain Adaptation CVPR 2020
BΓ©zierSketch: A generative model for scalable vector sketches ECCV 2020
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches ECCV 2020
Solving Mixed-Modal Jigsaw Puzzle for Fine-Grained Sketch-Based Image Retrieval CVPR 2020
Goal-Driven Sequential Data Abstraction ICCV 2019
Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval CVPR 2019
Generalizable Person Re-Identification by Domain-Invariant Mapping Network CVPR 2019
Generalising Fine-Grained Sketch-Based Image Retrieval CVPR 2019
Episodic Training for Domain Generalization ICCV 2019
Learning Deep Sketch Abstraction CVPR 2018
Universal Sketch Perceptual Grouping ECCV 2018
SketchyScene: Richly-Annotated Scene Sketches ECCV 2018
Sketch-a-Classifier: Sketch-Based Photo Classifier Generation CVPR 2018
Deep Factorised Inverse-Sketching ECCV 2018
SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval CVPR 2018
Learning to Sketch With Shortcut Cycle Consistency CVPR 2018
Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval ICCV 2017
Deeper, Broader and Artier Domain Generalization ICCV 2017
Sketch Me That Shoe CVPR 2016
ForgetMeNot: Memory-Aware Forensic Facial Sketch Matching CVPR 2016
Making Better Use of Edges via Perceptual Grouping CVPR 2015