​[[{“value”:” Researchers are pushing what machines can comprehend and replicate regarding human cognitive processes. A groundbreaking study unveils an approach to peering into the minds of Large Language Models (LLMs), particularly focusing on GPT-4’s understanding of color. This research signifies a shift from traditional neural… Read More »Decoding AI Cognition: Unveiling the Color Perception of Large Language Models through Cognitive Psychology Methods Adnan Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In the fascinating world of artificial intelligence and music, a team at Google DeepMind has made a groundbreaking stride. Their creation, MusicRL, is a beacon in the journey of music generation, leveraging the nuances of human feedback to shape the future of how machines… Read More »Google DeepMind Unveils MusicRL: A Pretrained Autoregressive MusicLM Model of Discrete Audio Tokens Finetuned with Reinforcement Learning to Maximise Sequence-Level Rewards Muhammad Athar Ganaie Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The current study examines how well LLMs align with desirable attributes, such as helpfulness, harmlessness, factual accuracy, and creativity. The primary focus is on a two-stage process that involves learning a reward model from human preferences and then aligning the language model to maximize… Read More »Enhancing Language Model Alignment through Reward Transformation and Multi-Objective Optimization Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The use of advanced design tools has brought about revolutionary transformations in the fields of multimedia and visual design. As an important development in the field of picture modification, instruction-based image editing has increased the process’s control and flexibility. Natural language commands are used… Read More »Apple AI Research Releases MLLM-Guided Image Editing (MGIE) to Enhance Instruction-based Image Editing via Learning to Produce Expressive Instructions Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Deep convolutional neural networks (DCNNs) have been a game-changer for several computer vision tasks. These include object identification, object recognition, image segmentation, and edge detection. The ever-growing size and power consumption of DNNs have been key to enabling much of this advancement. Embedded, wearable,… Read More »This AI Paper Proposes Two Types of Convolution, Pixel Difference Convolution (PDC) and Binary Pixel Difference Convolution (Bi-PDC), to Enhance the Representation Capacity of Convolutional Neural Network CNNs Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​[[{“value”:” This post is co-written with Kostia Kofman and Jenny Tokar from Booking.com. As a global leader in the online travel industry, Booking.com is always seeking innovative ways to enhance its services and provide customers with tailored and seamless experiences. The Ranking team at Booking.com… Read More »How Booking.com modernized its ML experimentation framework with Amazon SageMaker Laurens van der Maas AWS Machine Learning Blog

​[[{“value”:” Time Series forecasting is an important task in machine learning and is frequently used in various domains such as finance, manufacturing, healthcare, and natural sciences. Researchers from Google introduced a decoder-only model for the task, called TimeFM, based on pretraining a patched-decoder style attention… Read More »Google Research Introduces TimesFM: A Single Forecasting Model Pre-Trained on a Large Time-Series Corpus of 100B Real World Time-Points Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost