Fuzheng Liu Examines Transformer-XL Modeling of E-Commerce User Behavior and Real-Time Behavioral Analysis

XL, dynamic interest modeling, and distributed stream computing to analyze large-scale e-commerce user behavior. By improving long-sequence prediction, real-time processing, and behavioral clustering, ...
EDN

Neural implant merges photovoltaics with custom analog, PPM encoding

Consider a neural implant dubbed the Microscale Optoelectronic Tetherless Electrode, or MOTE, developed at Cornell University ...
GitHub

GRAPE: Group Representational Position Encoding

GRAPE is a unified group-theoretic framework for positional encoding that subsumes multiplicative mechanisms (like RoPE) and additive mechanisms (like ALiBi and FoX) under a single mathematical ...
IEEE

Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit

Abstract: Adapting deep learning (DL) techniques to automate nontrivial coding activities, such as code documentation and defect detection, has been intensively studied recently. Learning to predict ...
IEEE

Point Cloud Completion via Relative Point Position Encoding and Regional Attention

Abstract: The global feature encoding and surface detail refinement are two critical components for point-based point cloud completion methods. However, existing methods typically use max pooling to ...
GitHub

V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection

This is the official implementation of the paper "V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection". Step 3. install Minkowski Engine. git ...