Semantic‐aware automatic image colorization via unpaired cycle‐consistent self‐supervised network
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22667
Abstract: Automatic image colorization without manual interventions is an ill‐conditioned and inherently ambiguous problem. Most of existing methods focus on formulating colorization as a regression problem and learn parametric mappings from grayscale to color through deep… read more here.
Keywords: semantic aware; automatic image; image colorization; colorization ... See more keywords
Accuracy‐first and efficiency‐first privacy‐preserving semantic‐aware ranked searches in the cloud
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22989
Abstract: Traditional term frequency‐inverse document frequency model‐based privacy‐preserving ranked search schemes rarely consider the latent semantic meanings of documents and keywords. It is a challenge to design efficient semantic‐aware ranked search (SRSE) schemes with privacy preservation.… read more here.
Keywords: efficiency first; semantic aware; accuracy first; privacy preserving ... See more keywords
Compiler-Assisted Semantic-Aware Encryption for Efficient and Secure Serverless Computing
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2020.3031550
Abstract: Serverless computing like Function-as-a-Service (FaaS) is attractive for IoT service providers, liberating the providers from server maintenance. Since a data processing function is executed on the cloud instead of a dedicated server in the FaaS… read more here.
Keywords: compiler; semantic aware; compiler assisted; serverless computing ... See more keywords
Imitation Learning-Based Implicit Semantic-Aware Communication Networks: Multi-Layer Representation and Collaborative Reasoning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2022.3229419
Abstract: Semantic communication has recently attracted significant interest from both industry and academia due to its potential to transform the existing data-focused communication architecture towards a more generally intelligent and goal-oriented semantic-aware networking system. Despite its… read more here.
Keywords: semantic information; communication; implicit semantic; based implicit ... See more keywords
Semantic-Aware Dehazing Network With Adaptive Feature Fusion.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2021.3124231
Abstract: Despite that convolutional neural networks (CNNs) have shown high-quality reconstruction for single image dehazing, recovering natural and realistic dehazed results remains a challenging problem due to semantic confusion in the hazy scene. In this article,… read more here.
Keywords: dehazing network; semantic aware; network adaptive; semantic prior ... See more keywords
An Approach to Semantic-Aware Heterogeneous Network Embedding for Recommender Systems.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2022.3233819
Abstract: Recent studies on heterogeneous information network (HIN) embedding-based recommendations have encountered challenges. These challenges are related to the data heterogeneity of the associated unstructured attribute or content (e.g., text-based summary/description) of users and items in… read more here.
Keywords: network; recommendation; users items; hin ... See more keywords
Weakly-Supervised Enhanced Semantic-Aware Hashing for Cross-Modal Retrieval
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2022.3172216
Abstract: Owing to its query and storage efficiency, hash learning has sparked much interest for Cross-Modal Retrieval (CMR) task. Previous literatures have proved the superiority of supervised Cross-Modal Hashing (CMH) methods over unsupervised ones. Nevertheless, most… read more here.
Keywords: semantic aware; enhanced semantic; cross modal; modal retrieval ... See more keywords
Local and Global GANs with Semantic-Aware Upsampling for Image Generation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.48550/arxiv.2203.00047
Abstract: In this paper, we address the task of semantic-guided image generation. One challenge common to most existing image-level generation methods is difficulty in generating small objects and detailed local textures. To tackle this issue, in… read more here.
Keywords: class specific; image generation; aware upsampling; generation ... See more keywords