- Sun. Oct 6th, 2024
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Researchers from the National University of Singapore Developed a Groundbreaking RMIA (Robust Membership Inference Attack) Technique for Enhanced Privacy Risk Analysis in Machine Learning
Privacy in machine learning models has become a critical concern owing to Membership Inference Attacks (MIA). These attacks gauge whether specific data points were part of a model’s training data.…
This AI Paper Explores How Vision-Language Models Enhance Autonomous Driving Systems for Better Decision-Making and Interactivity
At the convergence of artificial intelligence, machine learning, and sensor technology, autonomous driving technology aims to develop vehicles that can comprehend their environment and make choices comparable to a human…
MyShell Open-Sources OpenVoice: An Instant Voice Cloning AI Library that Takes a Short Audio Clip from the Reference Speaker and Generate Speech in Multiple Language
There are two challenges in voice cloning: 1) Flexible Voice Style Control- Many Instant Voice Cloning (IVC) approaches cannot manipulate voice styles after cloning flexibly. Numerous methods need to be…
Oxford Researchers Introduce Splatter Image: An Ultra-Fast AI Approach Based on Gaussian Splatting for Monocular 3D Object Reconstruction
Single-view 3D reconstruction stands at the forefront of computer vision, presenting a captivating challenge and immense potential for various applications. It involves inferring an object or scene’s three-dimensional structure and…
Meet OpenMetricLearning (OML): A PyTorch-based Python Framework to Train and Validate the Deep Learning Models Producing High-Quality Embeddings
In machine learning, the challenge of effectively handling large-scale classification problems where numerous classes exist but with limited samples per class is a significant hurdle. This situation is commonplace in…
CMU and Emerald Cloud Lab Researchers Unveil Coscientist: An Artificial Intelligence System Powered by GPT-4 for Autonomous Experimental Design and Execution in Diverse Fields
Integrating large language models (LLMs) into various scientific domains has notably reshaped research methodologies. Among these advancements, an innovative system named Coscientist has emerged, as outlined in the paper “Autonomous…
Researchers from Tsinghua University and Zhipu AI Introduce CogAgent: A Revolutionary Visual Language Model for Enhanced GUI Interaction
The research is rooted in the field of visual language models (VLMs), particularly focusing on their application in graphical user interfaces (GUIs). This area has become increasingly relevant as people…
This Paper Explores the Legal and Ethical Maze of Language Model Training: Unveiling the Risks and Remedies in Dataset Transparency and Use
As language models become increasingly advanced, concerns have arisen around the ethical and legal implications of training them on vast and diverse datasets. If the training data is not properly…
PERSONA AI wins First place in GenAI Solution Competition 2023
Recently, PERSONA AI (https://personaai.co.kr/) has won the 1st place in GenAI Solution Competition 2023. In the wake of the ChatGPT phenomenon, the artificial intelligence market is rapidly expanding into Generative…
Researchers from the University of Washington and Allen Institute for AI Introduce Time Vectors: A Simple Tool to Customize Language Models to New Time Periods
Computational linguistics focuses on developing advanced language models capable of understanding and generating human language. This dynamic field integrates the latest in machine learning and artificial intelligence, striving to create…