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07/20/2023
MSQNet: Actor-agnostic Action Recognition with Multi-modal Query
Existing action recognition methods are typically actor-specific due to ...
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03/14/2023
Data-Free Sketch-Based Image Retrieval
Rising concerns about privacy and anonymity preservation of deep learnin...
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10/19/2022
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval
Representation learning for sketch-based image retrieval has mostly been...
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10/05/2022
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators
Fine-grained categories that largely share the same set of parts cannot ...
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07/27/2022
Abstracting Sketches through Simple Primitives
Humans show high-level of abstraction capabilities in games that require...
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01/17/2022
BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR
The efficacy of zero-shot sketch-based image retrieval (ZS-SBIR) models ...
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10/02/2021
Implicit and Explicit Attention for Zero-Shot Learning
Most of the existing Zero-Shot Learning (ZSL) methods focus on learning ...
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08/19/2021
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning
Existing self-supervised learning methods learn representation by means ...
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07/30/2021
Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning
Zero-Shot Learning (ZSL) aims to recognise unseen object classes, which ...
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06/26/2020
Bookworm continual learning: beyond zero-shot learning and continual learning
We propose bookworm continual learning(BCL), a flexible setting where un...
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06/20/2020
Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval
Low-shot sketch-based image retrieval is an emerging task in computer vi...
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02/17/2020
Learning Robust Representations via Multi-View Information Bottleneck
The information bottleneck principle provides an information-theoretic m...
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04/06/2019
Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval
In this paper, we investigate the problem of zero-shot sketch-based imag...
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03/08/2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval
Zero-shot sketch-based image retrieval (SBIR) is an emerging task in com...
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07/08/2018
Hierarchical Stochastic Graphlet Embedding for Graph-based Pattern Recognition
Despite being very successful within the pattern recognition and machine...
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04/28/2018
Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch
In this work we introduce a cross modal image retrieval system that allo...
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02/28/2018
Graph Kernels based on High Order Graphlet Parsing and Hashing
Graph-based methods are known to be successful in many machine learning ...
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07/07/2017
SigNet: Convolutional Siamese Network for Writer Independent Offline Signature Verification
Offline signature verification is one of the most challenging tasks in b...
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02/01/2017
Product Graph-based Higher Order Contextual Similarities for Inexact Subgraph Matching
Many algorithms formulate graph matching as an optimization of an object...
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02/01/2017