22 citations · 61 across the 30 of their papers we have counts for
7 papers · 1 filter
Deep Learning-Based Real-Time Quality Control of Standard Video Compression for Live Streaming
Matin Mortaheb, Mohammad A. Amir Khojastepour, Srimat T. Chakradhar +1
Ensuring high-quality video content for wireless users has become increasingly vital. Nevertheless, maintaining a consistent level of video quality faces challenges due to the fluc…
Deep Learning-Based Real-Time Rate Control for Live Streaming on Wireless Networks
Matin Mortaheb, Mohammad A. Amir Khojastepour, Srimat T. Chakradhar +1
Providing wireless users with high-quality video content has become increasingly important. However, ensuring consistent video quality poses challenges due to variable encoded bitr…
LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMs
Md Adnan Arefeen, Biplob Debnath, Srimat Chakradhar
Question-answering (QA) is a significant application of Large Language Models (LLMs), shaping chatbot capabilities across healthcare, education, and customer service. However, wide…
Differentiable JPEG: The Devil is in the Details
Christoph Reich, Biplob Debnath, Deep Patel +1
JPEG remains one of the most widespread lossy image coding methods. However, the non-differentiable nature of JPEG restricts the application in deep learning pipelines. Several dif…
Semantic Multi-Resolution Communications
Matin Mortaheb, Mohammad A. Amir Khojastepour, Srimat T. Chakradhar +1
Deep learning based joint source-channel coding (JSCC) has demonstrated significant advancements in data reconstruction compared to separate source-channel coding (SSCC). This supe…
Deep Video Codec Control for Vision Models
Christoph Reich, Biplob Debnath, Deep Patel +3
Standardized lossy video coding is at the core of almost all real-world video processing pipelines. Rate control is used to enable standard codecs to adapt to different network ban…
5GLoR: 5G LAN Orchestration for enterprise IoT applications
Sandesh Dhawaskar Sathyanarayana, Murugan Sankaradas, Srimat Chakradhar
5G-LAN is an enterprise local area network (LAN) that leverages 5G technology for wireless connectivity instead of WiFi. 5G technology is unique: it uses network slicing to disting…