IEEE

Coding for the Unsourced A-Channel with Erasures: The Linked Loop Code

Abstract: The A -channel is a noiseless multiple access channel in which users simultaneously transmit Q-ary symbols and the receiver observes the set of transmitted symbols, but not their ...
GitHub

Prompt-In-the-Loop Distillation for On-Device Deployment of SAM

EdgeSAM is an accelerated variant of the Segment Anything Model (SAM), optimized for efficient execution on edge devices with minimal compromise in performance. It achieves a 40-fold speed increase ...
GitHub

A Python package for interactive geospatial analysis and visualization with Google Earth Engine

Acknowledgment: The geemap project is supported by the National Aeronautics and Space Administration (NASA) under Grant No. 80NSSC22K1742 issued through the Open Source Tools, Frameworks, and ...
Geeky Gadgets

A Practical Guide to Autonomous Evaluation Loops in Claude Code

Building self-improving AI skills in Claude Code involves using an autonomous iterative loop to refine performance over time. Simon Scrapes introduces this concept through the lens of Andrej ...
Geeky Gadgets

Claude Code 2 Automation Expands with Loops, Schedules, and 100+ Workflows

Claude Code 2 introduces several updates aimed at enhancing automation and workflow management. One notable feature is the /loop command, which allows users to automate repetitive tasks within an ...
IEEE

Coding for the Unsourced B-Channel with Erasures: Enhancing the Linked Loop Code

Abstract: In [1], the linked loop code (LLC) is presented as a promising code for the unsourced A-channel with erasures (UACE). The UACE is an unsourced multiple access channel in which active users’ ...