Yi-Zhe Song
- Deeper, Broader and Artier Domain Generalization
2017/10/09 by Da Li, Yongxin Yang, Li, Da +5 · 73 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 Generalize: Meta-Learning for Domain Generalization
2017/10/10 by Da Li, Li, Da, Yongxin Yang +5 · 49 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Respiratory viral infections research #Multimodal Machine Learning Applications
- DemoFusion: Democratising High-Resolution Image Generation With No
2023/11/24 by Ruoyi Du, Du, Ruoyi, Dongliang Chang +8 · 1 voice · 23 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
- One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective
2021/09/29 by Jiun Tian Hoe, Hoe, Jiun Tian, Kam Woh Ng +9 · 10 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques
- CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not
2023/03/23 by Aneeshan Sain, Ayan Kumar Bhunia, Sain, Aneeshan +9 · 13 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
- BézierSketch: A generative model for scalable vector sketches
2020/07/04 by Ayan Das, Das, Ayan, Yongxin Yang +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
- Episodic Training for Domain Generalization
2019/01/31 by Da Li, Jianshu Zhang, Li, Da +9 · 6 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
- Style-Based Global Appearance Flow for Virtual Try-On
2022/04/03 by Sen He, Yi-Zhe Song, He, Sen +3 · 7 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Zero-Shot Temporal Action Detection via Vision-Language Prompting
2022/07/17 by Sauradip Nag, Nag, Sauradip, Xiatian Zhu +5 · 7 citations
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
- FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks
2023/03/04 by Xiao Han, Xiatian Zhu, Han, Xiao +9 · 6 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 Sketch with Shortcut Cycle Consistency
2018/05/01 by Jifei Song, Song, Jifei, Kaiyue Pang +7 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- SketchyScene: Richly-Annotated Scene Sketches
2018/08/07 by Changqing Zou, Zou, Changqing, Qian Yu +15 · 5 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Visual Attention and Saliency Detection #3D Shape Modeling and Analysis
- HeadSculpt: Crafting 3D Head Avatars with Text
2023/06/05 by Xiao Han, Yukang Cao, Han, Xiao +12 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- 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
- Sketch-a-Net that Beats Humans
2015/01/30 by Qian Yu, Yu, Qian, Yongxin Yang +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
- Picture that Sketch: Photorealistic Image Generation from Abstract Sketches
2023/03/20 by Subhadeep Koley, Koley, Subhadeep, Ayan Kumar Bhunia +9 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #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
- SketchLattice: Latticed Representation for Sketch Manipulation
2021/08/26 by Yonggang Qi, Qi, Yonggang, Guoyao Su +7 · 3 citations
Computer Science · #Augmented Reality Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Interactive and Immersive Displays
- Free-hand Sketch Synthesis with Deformable Stroke Models
2015/10/09 by Yi Li, Li, Yi, Yi-Zhe Song +5 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization
- FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in\n Context
2022/03/03 by Pinaki Nath Chowdhury, Chowdhury, Pinaki Nath, Aneeshan Sain +9 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- FashionViL: Fashion-Focused Vision-and-Language Representation Learning
2022/07/17 by Han Xiao, Han, Xiao, Licheng Yu +9 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval
2021/03/29 by Aneeshan Sain, Sain, Aneeshan, Ayan Kumar Bhunia +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
- Data-Free Sketch-Based Image Retrieval
2023/03/14 by Abhra Chaudhuri, Ayan Kumar Bhunia, Chaudhuri, Abhra +5 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- NitroFusion: High-Fidelity Single-Step Diffusion through Dynamic Adversarial Training
2024/12/02 by Dar-Yen Chen, Chen, Dar-Yen, Hmrishav Bandyopadhyay +5 · 7 citations
Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Spectroscopy Techniques in Biomedical and Chemical Research
- Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models
2025/05/27 by Dar-Yen Chen, Hmrishav Bandyopadhyay, Chen, Dar-Yen +5 · 1 voice · 4 citations
#cs.CV
- SketchINR: A First Look into Sketches as Implicit Neural Representations
2024/03/14 by Hmrishav Bandyopadhyay, Bandyopadhyay, Hmrishav, Ayan Kumar Bhunia +11 · 3 citations
Neuroscience · Engineering · Psychology · #Aesthetic Perception and Analysis #Human Motion and Animation #Action Observation and Synchronization
- What Can Human Sketches Do for Object Detection?
2023/03/27 by Pinaki Nath Chowdhury, Chowdhury, Pinaki Nath, Ayan Kumar Bhunia +9 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
- 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
- Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR
2023/03/24 by Aneeshan Sain, Ayan Kumar Bhunia, Sain, Aneeshan +11 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques
- Learning to Augment via Implicit Differentiation for Domain Generalization
2022/10/25 by Tingwei Wang, Wang, Tingwei, Da Li +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning
2022/07/14 by Sauradip Nag, Nag, Sauradip, Xiatian Zhu +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
- FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations
2024/11/16 by Hmrishav Bandyopadhyay, Bandyopadhyay, Hmrishav, Yi-Zhe Song +1 · 2 citations
Computer Science · Engineering · Psychology · #Augmented Reality Applications #Computer Vision and Pattern Recognition (cs.CV) #Educational Games and Gamification #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation
- Wired Perspectives: Multi-View Wire Art Embraces Generative AI
2023/11/26 by Zhiyu Qu, Lan Yang, Qu, Zhiyu +9 · 1 citation
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
- Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes
2023/12/07 by Hmrishav Bandyopadhyay, Subhadeep Koley, Bandyopadhyay, Hmrishav +13 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation
- SketchDreamer: Interactive Text-Augmented Creative Sketch Ideation
2023/08/27 by Zhiyu Qu, Tao Xiang, Qu, Zhiyu +3 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- SketchYourSeg: Mask-Free Subjective Image Segmentation via Freehand Sketches
2025/01/27 by Subhadeep Koley, Viswanatha Reddy Gajjala, Koley, Subhadeep +11 · 1 citation
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques
- Universal Perceptual Grouping
2018/08/07 by Ke Li, Li, Ke, Kaiyue Pang +11 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches
2022/03/28 by Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Bhunia, Ayan Kumar +11 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications