​ 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. Understanding MIA is pivotal as it assesses the inadvertent exposure of information when models… Read More »Researchers from the National University of Singapore Developed a Groundbreaking RMIA (Robust Membership Inference Attack) Technique for Enhanced Privacy Risk Analysis in Machine Learning Mahmoud Ghorbel Artificial Intelligence Category – MarkTechPost

​ Artificial intelligence’s ascent of large language models (LLMs) has redefined natural language processing. However, deploying these colossal models poses a challenge, with post-training quantization (PTQ) emerging as a critical factor affecting their performance. Quantization, the process of reducing model weights and activations to lower… Read More »Cohere AI Researchers Investigate Overcoming Quantization Cliffs in Large-Scale Machine Learning Models Through Optimization Techniques Madhur Garg Artificial Intelligence Category – MarkTechPost

​ 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 driver. This field focuses on creating systems that perceive, predict, and plan driving actions… Read More »This AI Paper Explores How Vision-Language Models Enhance Autonomous Driving Systems for Better Decision-Making and Interactivity Muhammad Athar Ganaie Artificial Intelligence Category – MarkTechPost

​ 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 revised to influence various aspects of voice styles precisely. This includes emotions, accents, rhythm,… Read More »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 Sana Hassan Artificial Intelligence Category – MarkTechPost

​ 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 diverse areas such as facial recognition, re-identifying individuals or animals, landmark recognition, and search… Read More »Meet OpenMetricLearning (OML): A PyTorch-based Python Framework to Train and Validate the Deep Learning Models Producing High-Quality Embeddings Muhammad Athar Ganaie Artificial Intelligence Category – MarkTechPost

​ 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 appearance from a single 2D image. This capability is significant in robotics, augmented reality,… Read More »Oxford Researchers Introduce Splatter Image: An Ultra-Fast AI Approach Based on Gaussian Splatting for Monocular 3D Object Reconstruction Mohammad Arshad Artificial Intelligence Category – MarkTechPost

​ 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 spend more time on digital devices, necessitating advanced tools for efficient GUI interaction. The… Read More »Researchers from Tsinghua University and Zhipu AI Introduce CogAgent: A Revolutionary Visual Language Model for Enhanced GUI Interaction Adnan Hassan Artificial Intelligence Category – MarkTechPost

​ 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 chemical research with large language models,” authored by researchers from Carnegie Mellon University and… Read More »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 Niharika Singh Artificial Intelligence Category – MarkTechPost

​ NVIDIA’s AI Podcast had its best year yet — with a record-breaking 1.2 million plays in 2023 and each biweekly episode now drawing more than 30,000 listens. Among tech’s top podcasts, the AI Podcast has racked up more than 200 episodes and nearly 5… Read More »Ear-resistible: 5 AI Podcast Episodes That Perked Up Listeners in 2023 Angie Lee – Archives Page 1 | NVIDIA Blog

​ 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 understood, it could leak sensitive information between the training and test datasets. This could… Read More »This Paper Explores the Legal and Ethical Maze of Language Model Training: Unveiling the Risks and Remedies in Dataset Transparency and Use Sana Hassan Artificial Intelligence Category – MarkTechPost