Tray.ai Launches New Agent Gateway to Mitigate Shadow MCP Risk and Move Organizations to Managed and Approved MCP Tools

Gives IT power to develop approved MCP Tools on Tray with policies, permissions, versioning and compliance, then publish them ...
IEEE

A High-DOF BCI Control Strategy Mapping Discrete Commands to Continuous Motion for a Drone

Abstract: Because of the non-stationary nature of electroencephalogram (EEG) signals, traditional non-invasive brain-computer interfaces (BCIs) usually only produce discrete commands, limiting their ...
IEEE

An Image Semantic Communication System Based on GAN and Relative Position-Encoding

Abstract: In image semantic communication, the complex wireless channel environment leads to the loss of image details and performance degradation during transmission. To address this issue, we ...
GitHub

Add GPU-Accelerated Video Decoding for VideoMAE, TimeSformer, and Similar Models

I’d like to propose adding a lightweight, GPU-friendly video decoding utility to Transformers. Right now, models like VideoMAE and TimeSformer depend on PIL or OpenCV for frame extraction, which keeps ...
GitHub

Add Streaming decoding policies (Wait-K and AlignAtt) for Canary model

Decoding policy is controlled by AEDStreamingDecodingConfig. You can choose waitk or alignatt policy. The remaining parameters (such as alignatt_thr or waitk_lagging) need to be selected depending on ...