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- research-articleOctober 2024
Continual Learning meets Multimodal Foundation Models: Fundamentals and Advances
ACMMM CL'24: Proceedings of the 1st on Continual Learning meets Multimodal Foundation Models: Fundamentals and AdvancesPages 1–4https://doi.org/10.1145/3688859.3690083To deal with the dynamic changes of multimedia applications, incorporating new knowledge into existing models to adapt to new problems is a fundamental challenge of computer vision. With the advancement of multimodal foundation models, there is a growing ...
- research-articleOctober 2024
Seeing Beyond Words: Multimodal Aspect-Level Complaint Detection in Ecommerce Videos
MM '24: Proceedings of the 32nd ACM International Conference on MultimediaPages 243–252https://doi.org/10.1145/3664647.3681595Complaints are pivotal expressions within e-commerce communication, yet the intricate nuances of human interaction present formidable challenges for AI agents to grasp comprehensively. While recent attention has been drawn to analyzing complaints within ...
- posterFebruary 2024
Poster: Tiny-twin: A Lightweight and Verifiable Digital Twin for NextG Cellular Networks
HOTMOBILE '24: Proceedings of the 25th International Workshop on Mobile Computing Systems and ApplicationsPage 145https://doi.org/10.1145/3638550.3643625The next generation of cellular networks, driven by applications like large-scale autonomy, extended reality, and IoT-based control, demands high network performance in terms of throughput, latency, and jitter, along with quick network adaptability. ...
- abstractOctober 2023
Disentangled Representation Learning for Multimedia
MM '23: Proceedings of the 31st ACM International Conference on MultimediaPages 9702–9704https://doi.org/10.1145/3581783.3613859Disentangled Representation Learning (DRL) aims to learn a model capable of identifying and disentangling the underlying factors hidden in the observable data in representation form. The process of separating underlying factors of variation into ...
- research-articleOctober 2023
Joint Searching and Grounding: Multi-Granularity Video Content Retrieval
MM '23: Proceedings of the 31st ACM International Conference on MultimediaPages 975–983https://doi.org/10.1145/3581783.3612349Text-based video retrieval is a well-studied task aimed at retrieving relevant videos from a large collection in response to a given text query. Most existing TVR works assume that videos are already trimmed and fully relevant to the query thus ignoring ...
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- research-articleJanuary 2023
Guided Graph Attention Learning for Video-Text Matching
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Volume 18, Issue 2sArticle No.: 131, Pages 1–23https://doi.org/10.1145/3538533As a bridge between videos and natural languages, video-text matching has been a hot multimedia research topic in recent years. Such cross-modal retrieval is usually achieved by learning a common embedding space where videos and text captions are directly ...
- research-articleOctober 2021
Diverse Multimedia Layout Generation with Multi Choice Learning
MM '21: Proceedings of the 29th ACM International Conference on MultimediaPages 218–226https://doi.org/10.1145/3474085.3475525Designing visually appealing layouts for multimedia documents containing text, graphs and images requires a form of creative intelligence. Modelling the generation of layouts has recently gained attention due to its importance in aesthetics and ...
- research-articleFebruary 2021
Performance analysis of incoherent PPM‐OCDMA networks based on optimised modified prime code for multimedia applications
IET Communications (CMU2), Volume 14, Issue 22Pages 4014–4021https://doi.org/10.1049/iet-com.2020.0155This study presents the design analysis and correlation properties of a new spreading code for the incoherent synchronous pulse position modulation‐optical code division multiple access (PPM‐OCDMA) networks. The proposed code called optimised modified ...
- research-articleJune 2019
Mulsemedia preparation: a new event type for preparing media object presentation and sensory effect rendering
MMSys '19: Proceedings of the 10th ACM Multimedia Systems ConferencePages 110–120https://doi.org/10.1145/3304109.3306230In multimedia applications, a short delay in content delivery may cause synchronization failures among media objects, decreasing the presentation quality and user quality of experience. Moreover, some applications incorporate sensory effects to ...
- research-articleJanuary 2019
PDMR: priority‐based dynamic multi‐path routing algorithm for a software defined network
The ever changing traffic and Quality‐of‐Service (QoS) requirements of different traffic classes in multimedia applications impose tremendous challenges to the routing algorithm design. To address these challenges, a novel priority‐based dynamic multi‐...
- posterDecember 2018
DT-Zheng: digital twin method for Zheng musical instrument
Zheng is one of the most representative plucked-stringed musical instruments in East Asia over three thousand years as illustrated in Figure 1. Up to now, although it is still popular, there are several factors blocking its spreading. The musical ...
- short-paperOctober 2017
Use of Automatic Speech Recognition Systems for Multimedia Applications
WebMedia '17: Proceedings of the 23rd Brazillian Symposium on Multimedia and the WebPages 33–36https://doi.org/10.1145/3126858.3131630The need to retrieve information in multimedia content increases the demand for systems that use automatic speech recognition. A speech recognition system enables the computer to interpret audio signals, generating approximate textual transcriptions. ...
- research-articleOctober 2016
TraceViz: a visualization framework for interactive analysis of execution traces
IHM '16: Actes de la 28ième conference francophone sur l'Interaction Homme-MachinePages 115–125https://doi.org/10.1145/3004107.3004127Hardware platforms of embedded systems are more powerful at each new generation thank to the integration of System-on-Chip (SoC). Developing streaming multimedia applications on embedded systems becomes an increasingly complex process. Modern ...
- research-articleApril 2016
Evaluating the elasticity of multimedia applications in a cloud computing environment using network metrics
SAC '16: Proceedings of the 31st Annual ACM Symposium on Applied ComputingPages 455–461https://doi.org/10.1145/2851613.2851630Actually, Internet users have a broad and varied range of possible services to access, such as enterprise applications and entertainment. These applications are increasingly generating a lot of network traffic mainly due to multimedia streaming. Cloud ...
- articleJanuary 2016
Two-steps into energy consumption optimisation due to the mapping of multimedia application to network on chip architecture
International Journal of Intelligent Systems Technologies and Applications (IJISTA), Volume 15, Issue 4Pages 353–378https://doi.org/10.1504/IJISTA.2016.080107Energy-efficiency is becoming one of the most critical issues in embedded system design that target the multimedia application caused by the increasing number of intellectual property IP cores in network on chip NoC. This paper addresses the ...
- articleJanuary 2016
Improving the QoS of IEEE 802.11e networks through imprecise computation
International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), Volume 23, Issue 3/4Pages 152–167https://doi.org/10.1504/IJAHUC.2016.079262IEEE 802.11e HCCA reference scheduler is based on fixed value parameters that do not adapt to traffic changes, thus quality of service QoS for multimedia applications is a challenge, especially in the case of variable bit rate VBR streams, that requires ...
- research-articleSeptember 2015
Problems in Replica Server Placement (RSP) over Content Delivery Networks (CDN)
ICCCT '15: Proceedings of the Sixth International Conference on Computer and Communication Technology 2015Pages 175–179https://doi.org/10.1145/2818567.2818600Massive traffic generated by a huge number of requests is the major concern in today's web based world. Content Delivery Network (CDN) was evolved to cope up with this issue which is a popular research area in recent years. In CDN all the content are ...
- articleMay 2015
Content-based image retrieval over IEEE 802.11b noisy wireless networks
International Journal of Communication Systems (IJOCS), Volume 28, Issue 8Pages 1432–1449https://doi.org/10.1002/dac.2724Mobile devices such as smartphones and tablets are widely used in everyday life to perform a variety of operations, such as e-mail exchange, connection to social media, bank/financial transactions, and so on. Moreover, because of the large growth of ...
- research-articleMay 2015
Execution Trace--Driven Energy-Reliability Optimization for Multimedia MPSoCs
ACM Transactions on Reconfigurable Technology and Systems (TRETS), Volume 8, Issue 3Article No.: 18, Pages 1–19https://doi.org/10.1145/2665071Multiprocessor systems-on-chip (MPSoCs) are becoming a popular design choice in current and future technology nodes to accommodate the heterogeneous computing demand of a multitude of applications enabled on these platform. Streaming multimedia and ...
- research-articleOctober 2014
The effect of a multimedia application in the oxidation-reduction reaction learning process
TEEM '14: Proceedings of the Second International Conference on Technological Ecosystems for Enhancing MulticulturalityPages 343–347https://doi.org/10.1145/2669711.2669922Most chemistry teaching operates at the macro level, and it is well known, that many misconceptions in chemistry stem from an inability to visualize structures and processes at the micro level. Thanks to this multimedia application in which the micro ...