309 citations
- New Jersey Institute of TechnologyUS6 papers
- New York UniversityUS4 papers
- Technion – Israel Institute of TechnologyIL4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Université de RennesFR3 papers
- Beijing University of Posts and TelecommunicationsCN2 papers
- Consorzio Futuro in RicercaIT2 papers
- Florida Atlantic UniversityUS2 papers
- Institut National des Sciences Appliquées de RennesFR2 papers
- University of PaduaIT2 papers
- Virginia TechUS2 papers
- York UniversityCA2 papers
45 papers
The Role of Domain-Specific Features in Malware Detection: A macOS Case Study
Biagio Montaruli, Andrea Oliveri, Savino Dambra +1
Despite the growing popularity of macOS among end users and enterprise systems, malware research has primarily focused on Windows and Android operating systems, leaving the problem…
Partition Tree Search Acceleration for VVC: Survey and Evaluation with VTM Evolution
M. E. A. Kherchouche, F. Galpin, T. Dumas +2
The Versatile Video Coding (VVC) standard, introduced in 2020, offers 40-50% bitrate savings for equivalent visual quality of reconstructed videos over its predecessor, High Effici…
Feature Compression for Machines with Range-Based Channel Truncation and Frame Packing
Juan Merlos, Fabien Racapé, Hyomin Choi +2
This paper proposes a method that enhances the compression performance of the current model under development for the upcoming MPEG standard on Feature Coding for Machines (FCM). T…
Efficient Feature Compression for Machines with Global Statistics Preservation
Md Eimran Hossain Eimon, Hyomin Choi, Fabien Racapé +4
The split-inference paradigm divides an artificial intelligence (AI) model into two parts. This necessitates the transfer of intermediate feature data between the two halves. Here,…
Complexity Reduction Study Based on RD Costs Approximation for VVC Intra Partitioning
M. E. A. Kherchouche, F. Galpin, T. Dumas +3
In this paper, a complexity study is conducted for Versatile Video Codec (VVC) intra partitioning to accelerate the exhaustive search involved in Rate-Distortion Optimization (RDO)…
Exploiting Latent Properties to Optimize Neural Codecs
Muhammet Balcilar, Bharath Bhushan Damodaran, Karam Naser +2
End-to-end image and video codecs are becoming increasingly competitive, compared to traditional compression techniques that have been developed through decades of manual engineeri…