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 Extending NNStreamer: Pipeline Framework and Among-Device AI

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Introduction In the ever-evolving landscape of artificial intelligence (AI) and machine learning (ML), the development of efficient and flexible frameworks is crucial for harnessing the power of neural networks. One such remarkable advancement is the extension of NNStreamer, a versatile framework that facilitates the creation of sophisticated AI pipelines and enables seamless interaction among devices. …

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Enhancing AI Model Robustness with pMCT – Patched Multi-Condition Training

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Introduction In the ever-evolving landscape of artificial intelligence (AI), the need for robust and reliable AI models has never been greater. One innovative approach that has gained prominence is pMCT (Patched Multi-Condition Training). pMCT addresses the challenge of ensuring that AI models can perform effectively across a wide range of conditions or scenarios, offering improved …

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 Machine Translation Revolutionized by Pretrained Bidirectional Distillation

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introductory It is essential to be able to communicate effectively across linguistic borders in our globalized society. In order to communicate ideas, conduct international commerce, and access information in languages they may not speak fluently, machine translation (MT) is the cornerstone of this linguistic bridge. Pretrained Bidirectional Distillation is one of the ground-breaking approaches that …

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[CVPR 2022 Series #1] Probabilistic Procedure Planning in Instructional Videos

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Introduction The Conference on Computer Vision and Pattern Recognition (CVPR) 2022 showcased a diverse range of cutting-edge research in the fields of computer vision and artificial intelligence. Among the intriguing topics presented, one that captured considerable attention was Probabilistic Procedure Planning in Instructional Videos. In this article, we delve into the profound significance and the …

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Enhancing Visual Word Sense Disambiguation through Prompt-Based and Cross-Modal Retrieval

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Introduction In the ever-evolving landscape of natural language processing and computer vision, the fusion of various modalities has given rise to innovative approaches to tackle complex tasks. Visual Word Sense Disambiguation (VWSD), often abbreviated as VWSD, is one such task where the goal is to determine the correct sense of a word in a given …

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RandMasking Augment: Enhancing Acoustic Scene Classification with Effective Data Augmentation

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Introduction In the dynamic field of audio analysis and machine learning, acoustic scene classification (ASC) is pivotal, serving tasks such as automatically categorizing audio recordings based on the environment or context in which they were captured. One of the challenges in ASC is the scarcity of labeled data, making data augmentation techniques crucial for improving …

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 Resolving the Privacy-Personalization Paradox

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Introduction In today’s digital age, characterized by data-driven technologies and online interactions, the privacy-personalization paradox has emerged as a fundamental concern. It encapsulates the delicate equilibrium between two core user expectations: personalization and data privacy. This paradox is at the heart of contemporary discussions surrounding online experiences. In this article, we will explore the privacy-personalization …

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Samsung AI Center – Montreal Researchers Win the Best Paper Award at IEEE GLOBECOM 2021

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Introduction In the ever-evolving landscape of artificial intelligence (AI) research, recognition for groundbreaking work is not only prestigious but also a testament to the innovation and dedication of research teams. The Samsung AI Center in Montreal proudly achieved this distinction by securing the Best Paper Award at the prestigious IEEE GLOBECOM 2021 conference. In this …

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 Samsung Electronics Explores the Future of AI Research

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Introduction Samsung Electronics, a global leader in technology and innovation, continues to make significant strides in the field of AI research. The company’s commitment to advancing AI research and development has positioned it at the forefront of technological innovation. In this article, we’ll delve into how Samsung Electronics is exploring the future of AI research, …

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Samsung Electronics Showcases Award-Winning Machine Translation at WMT

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Introduction The world of machine translation is rapidly evolving, with technological advancements constantly pushing the boundaries of language processing and understanding. Samsung Electronics, a global leader in technology and innovation, has made significant strides in this field and recently showcased its award-winning machine translation solutions at the Workshop on Machine Translation (WMT). In this article, …

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