Ayan Kumar Bhunia
37 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Research topics
Computer Vision
(28)
Machine Learning
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Deep Learning
(22)
Analysis
(21)
Artificial Intelligence
(15)
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Learning Types Β· Machine Learning
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Keywords
sketch-based image retrieval
(14)
cross-modal retrieval
(7)
sketch recognition
(6)
knowledge distillation
(6)
cross-modal learning
(5)
image retrieval
(4)
image generation
(4)
zero-shot learning
(4)
fine-grained retrieval
(4)
diffusion model
(3)
few-shot learning
(3)
scene understanding
(3)
handwriting recognition
(3)
reinforcement learning
(3)
metric learning
(2)
domain adaptation
(2)
generative model
(2)
attention mechanism
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object detection
(2)
self-supervised learning
(2)
Papers
Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection
ICCV 2025
Sketch Down the FLOPs: Towards Efficient Networks for Human Sketch
CVPR 2025
SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models
CVPR 2025
DemoCaricature: Democratising Caricature Generation with a Rough Sketch
CVPR 2024
Do Generalised Classifiers really work on Human Drawn Sketches?
ECCV 2024
Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes
CVPR 2024
Freeview Sketching: View-Aware Fine-Grained Sketch-Based Image Retrieval
ECCV 2024
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval?
CVPR 2024
It's All About Your Sketch: Democratising Sketch Control in Diffusion Models
CVPR 2024
SketchINR: A First Look into Sketches as Implicit Neural Representations
CVPR 2024
Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers
CVPR 2024
What Sketch Explainability Really Means for Downstream Tasks?
CVPR 2024
You'll Never Walk Alone: A Sketch and Text Duet for Fine-Grained Image Retrieval
CVPR 2024
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not
CVPR 2023
Data-Free Sketch-Based Image Retrieval
CVPR 2023
Democratising 2D Sketch to 3D Shape Retrieval Through Pivoting
ICCV 2023
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR
CVPR 2023
Picture That Sketch: Photorealistic Image Generation From Abstract Sketches
CVPR 2023
SceneTrilogy: On Human Scene-Sketch and Its Complementarity With Photo and Text
CVPR 2023
Sketch2Saliency: Learning To Detect Salient Objects From Human Drawings
CVPR 2023
What Can Human Sketches Do for Object Detection?
CVPR 2023
Adaptive Fine-Grained Sketch-Based Image Retrieval
ECCV 2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches
CVPR 2022
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context
ECCV 2022
Partially Does It: Towards Scene-Level FG-SBIR With Partial Input
CVPR 2022
Sketch3T: Test-Time Training for Zero-Shot SBIR
CVPR 2022
Sketching Without Worrying: Noise-Tolerant Sketch-Based Image Retrieval
CVPR 2022
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition
ICCV 2021
MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition
CVPR 2021
More Photos Are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval
CVPR 2021
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval
CVPR 2021
Text Is Text, No Matter What: Unifying Text Recognition Using Knowledge Distillation
ICCV 2021
Towards the Unseen: Iterative Text Recognition by Distilling From Errors
ICCV 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting
CVPR 2021
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches
ECCV 2020
Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval
CVPR 2020
Handwriting Recognition in Low-Resource Scripts Using Adversarial Learning
CVPR 2019