15 citations · 31 across the 6 of their papers we have counts for
7 papers
Hierarchical Vector-Quantized Latents for Perceptual Low-Resolution Video Compression
Manikanta Kotthapalli, Banafsheh Rekabdar
The exponential growth of video traffic has placed increasing demands on bandwidth and storage infrastructure, particularly for content delivery networks (CDNs) and edge devices. W…
Dynamic and Adaptive Feature Generation with LLM
Xinhao Zhang, Jinghan Zhang, Banafsheh Rekabdar +3
The representation of feature space is a crucial environment where data points get vectorized and embedded for subsequent modeling. Thus the efficacy of machine learning (ML) algor…
A Survey of AI Music Generation Tools and Models
Yueyue Zhu, Jared Baca, Banafsheh Rekabdar +1
In this work, we provide a comprehensive survey of AI music generation tools, including both research projects and commercialized applications. To conduct our analysis, we classifi…
Question Answering over Knowledge Base using Language Model Embeddings
Sai Sharath Japa, Rekabdar Banafsheh
Knowledge Base, represents facts about the world, often in some form of subsumption ontology, rather than implicitly, embedded in procedural code, the way a conventional computer p…
Predictive Probability Path Planning Model For Dynamic Environments
Sourav Dutta, Tuan Tran, Banafsheh Rekabdar +1
Path planning in dynamic environments is essential to high-risk applications such as unmanned aerial vehicles, self-driving cars, and autonomous underwater vehicles. In this paper,…
Effects of Self-Avatar and Gaze on Avoidance Movement Behavior
Christos Mousas, Alexandros Koilias, Dimitris Anastasiou +2
The present study investigates users' movement behavior in a virtual environment when they attempted to avoid a virtual character. At each iteration of the experiment, four conditi…
A Game-Theoretic Model for Analysis and Design of Self-Organization Mechanisms in IoT
Vahid Behzadan, Banafsheh Rekabdar
We propose a framework based on Network Formation Game for self-organization in the Internet of Things (IoT), in which heterogeneous and multi-interface nodes are modeled as self-i…