IEEE

A Non-Contact Open-Set Fault Diagnosis Method based on Latent Space Disentanglement and Prototype Representation

Abstract: With the widespread application of permanent magnet synchronous motors (PMSMs) in modern industry, transportation, and aerospace, ensuring operational stability and reliable fault detection ...
Frontiers

LG-H-PPO: offline hierarchical PPO for robot path planning on a latent graph

The path planning capability of autonomous robots in complex environments is crucial for their widespread application in the real world. However, long-term decision-making and sparse reward signals ...
IEEE

UniT: Data Efficient Tactile Representation With Generalization to Unseen Objects

Abstract: UniT is an approach to tactile representation learning, using VQGAN to learn a compact latent space and serve as the tactile representation. It uses tactile images obtained from a single ...
Frontiers

From exchangeability to rational belief: a cognitive interpretation of de Finetti’s theorem

Probabilistic reasoning is central to many theories of human cognition, yet its foundations are often presented through abstract mathematical formalisms disconnected from the logic of belief and ...
GitHub

PROJECT: Bias Busters: Exposing Gender Bias in BERT’s Latent Space

The rapid adoption of large language models like BERT and GPT has brought not only groundbreaking advances in natural language understanding, but also serious concerns about the social biases encoded ...
Scientific Research Publishing

Integrating Volatility Models within State Space Frameworks for Commodity Return Analysis ()

The study applies a Kalman filter (KF) to Generalized Autoregressive Conditional Heteroskedasticity (GARCH) models to create a hybrid model, to estimate the parameters of the GARCH model in the ...
Semiconductor Engineering

Hardware-Oriented Analysis of Multi-Head Latent Attention (MLA) in DeepSeek-V3 (KU Leuven)

A new technical paper titled “Hardware-Centric Analysis of DeepSeek’s Multi-Head Latent Attention” was published by researchers at KU Leuven. “Multi-Head Latent Attention (MLA), introduced in DeepSeek ...