​ Google made waves with the launch of its tensor processing unit, Cloud TPU v5p, accompanied by the groundbreaking supercomputer architecture known as AI Hypercomputer. These innovative releases, alongside the resource management tool Dynamic Workload Scheduler, mark an important step forward in processing AI tasks… Read More »Google Unveils Cloud TPU v5p and AI Hypercomputer: A Leap in AI Processing Power Niharika Singh Artificial Intelligence Category – MarkTechPost

​ In contemporary machine learning, foundation models, vast models pretrained on copious amounts of data and then modified for downstream tasks, have become a successful paradigm. Sequence models, which operate on arbitrary sequences of inputs from a broad range of domains, including language, pictures, voice,… Read More »Researchers from CMU and Princeton Unveil Mamba: A Breakthrough SSM Architecture Exceeding Transformer Efficiency for Multimodal Deep Learning Applications Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ The field of Machine learning has seen some incredible advancements in producing and comprehending textual data. However, new innovations in problem-solving are restricted to relatively straightforward arithmetic and programming problems. Competitive programming, which is a tough evaluation of coding skills that requires competitors to… Read More »Google DeepMind Introduces AlphaCode 2: An Artificial Intelligence (AI) System that Uses the Power of the Gemini Model for a Remarkable Advance in Competitive Programming Excellence Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​Posted by Catherine Armato, Program Manager, Google This week the 37th annual Conference on Neural Information Processing Systems (NeurIPS 2023), the biggest machine learning conference of the year, kicks off in New Orleans, LA. Google is proud to be a Diamond Level sponsor of NeurIPS… Read More »Google at NeurIPS 2023 Google AI Google AI Blog

​ Text-to-image diffusion models represent an intriguing field in artificial intelligence research. They aim to create lifelike images based on textual descriptions utilizing diffusion models. The process involves iteratively generating samples from a basic distribution, gradually transforming them to resemble the target image while considering… Read More »Tencent Researchers Present FaceStudio: An Innovative Artificial Intelligence Approach to Text-to-Image Generation Specifically Focusing on Identity-Preserving Mohammad Arshad Artificial Intelligence Category – MarkTechPost

​ Advancements in Artificial Intelligence (AI) and Deep Learning have brought a great transformation in the way humans interact with computers. With the introduction of diffusion models, generative modeling has shown remarkable capabilities in various applications, including text generation, picture generation, audio synthesis, and video… Read More »Meet DeepCache: A Simple and Effective Acceleration Algorithm for Dynamically Compressing Diffusion Models during Runtime Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ The researchers from The University of Hong Kong, Alibaba Group, and Ant Group developed LivePhoto to solve the issue of temporal motions being overlooked in current text-to-video generation studies. LivePhoto enables users to animate images with text descriptions while reducing ambiguity in text-to-motion mapping.… Read More »This AI Research from The University of Hong Kong and Alibaba Group Unveils ‘LivePhoto’: A Leap Forward in Text-Controlled Video Animation and Motion Intensity Customization Adnan Hassan Artificial Intelligence Category – MarkTechPost

​ In vision, the Segment Anything Model (SAM) has achieved remarkable success, attaining cutting-edge results in numerous image segmentation tasks, including zero-shot object proposal generation, zero-shot instance segmentation, and edge detection, among other practical uses. The SA-1B visual dataset, which contains over a billion masks… Read More »Meta AI Presents EfficientSAM: SAM’s Little Brother with 20x Fewer Parameters and 20x Faster Runtime Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ How can we improve CLIP for more focused and controlled image understanding and editing? Researchers from Shanghai Jiao Tong University, Fudan University, The Chinese University of Hong Kong, Shanghai AI Laboratory, University of Macau, and MThreads Inc. propose Alpha-CLIP that aims to address the… Read More »This AI Research Unveils Alpha-CLIP: Elevating Multimodal Image Analysis with Targeted Attention and Enhanced Control” Adnan Hassan Artificial Intelligence Category – MarkTechPost

​ Efficiently tackling complex optimization problems, ranging from global package routing to power grid management, has been a persistent challenge. Traditional methods, notably mixed-integer linear programming (MILP) solvers, have been the go-to tools for breaking down intricate problems. However, their drawback lies in the computational… Read More »Researchers from MIT and ETH Zurich Developed a Machine-Learning Technique for Enhanced Mixed Integer Linear Programs (MILP) Solving Through Dynamic Separator Selection Madhur Garg Artificial Intelligence Category – MarkTechPost