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03/27/2023
What Can Human Sketches Do for Object Detection?
Sketches are highly expressive, inherently capturing subjective and fine...
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03/24/2023
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR
This paper advances the fine-grained sketch-based image retrieval (FG-SB...
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03/23/2023
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not
In this paper, we leverage CLIP for zero-shot sketch based image retriev...
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03/20/2023
Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings
Human sketch has already proved its worth in various visual understandin...
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03/20/2023
Picture that Sketch: Photorealistic Image Generation from Abstract Sketches
Given an abstract, deformed, ordinary sketch from untrained amateurs lik...
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11/30/2022
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification
The main challenge for fine-grained few-shot image classification is to ...
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07/04/2022
Adaptive Fine-Grained Sketch-Based Image Retrieval
The recent focus on Fine-Grained Sketch-Based Image Retrieval (FG-SBIR) ...
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03/28/2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches
The human visual system is remarkable in learning new visual concepts fr...
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03/28/2022
Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval
Sketching enables many exciting applications, notably, image retrieval. ...
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03/28/2022
Partially Does It: Towards Scene-Level FG-SBIR with Partial Input
We scrutinise an important observation plaguing scene-level sketch resea...
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03/28/2022
Sketch3T: Test-Time Training for Zero-Shot SBIR
Zero-shot sketch-based image retrieval typically asks for a trained mode...
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03/04/2022
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context
We advance sketch research to scenes with the first dataset of freehand ...
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07/26/2021
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition
Although text recognition has significantly evolved over the years, stat...
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07/26/2021
Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation
Text recognition remains a fundamental and extensively researched topic ...
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07/26/2021
Towards the Unseen: Iterative Text Recognition by Distilling from Errors
Visual text recognition is undoubtedly one of the most extensively resea...
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04/08/2021
PQA: Perceptual Question Answering
Perceptual organization remains one of the very few established theories...
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04/05/2021
MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition
Handwritten Text Recognition (HTR) remains a challenging problem to date...
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03/29/2021
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval
Sketch-based image retrieval (SBIR) is a cross-modal matching problem wh...
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03/25/2021
More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval
A fundamental challenge faced by existing Fine-Grained Sketch-Based Imag...
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07/29/2020
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval
Sketch as an image search query is an ideal alternative to text in captu...
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03/08/2020
Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation
Unsupervised domain adaptation aims to leverage labeled data from a sour...
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10/25/2018
Improving Document Binarization via Adversarial Noise-Texture Augmentation
Binarization of degraded document images is an elementary step in most o...
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02/23/2018
Indic Handwritten Script Identification using Offline-Online Multimodal Deep Network
In this paper, we propose a novel approach of word-level Indic script id...
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07/22/2017