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Nobel Prize winner Gregg Semenza tallies tenth retraction

Hacker News

Gregg Semenza It's Nobel Prize week, and the work behind mRNA COVID-19 vaccines has just earned the physiology or medicine prize. A Nobel prize-winning researcher whose publications have come under scrutiny has retracted his 10th paper for issues with the data and…

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Promotion of Scientific Pubs on ArXiv and X on the Rise and Impacts Citations

Hacker News

In the evolving landscape of scientific publishing, it is important to understand the drivers of high-impact research, to equip scientists with actionable strategies to enhance the reach of their work, and to understand trends in the use modern scientific publishing tools to inform their further development. pm 8$ more citations.

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SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding

Machine Learning Research at Apple

This paper was accepted at the UniReps Workshop at NeurIPS 2023. In this work, we introduce a simple recipe to efficiently merge VFMs into a unified model that absorbs their expertise. The landscape of publicly available vision foundation models (VFMs), such as CLIP and Segment Anything Model (SAM), is expanding rapidly.

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Keeping up with ML Research: A Tool to Navigate the ML Innovation Maze

Towards AI

With a constant stream of advancements and new publications, it’s tough to pinpoint the research that matters to you. The typical conference website is filled with fascinating new papers, yet their interfaces leave much to be desired — they’re often clunky and make it hard to zero in on the content that’s relevant and interesting to you.

ML 104
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Researchers Showcase Decentralized AI-Powered Torrent Search Engine

Hacker News

Researchers from the Tribler research group at Delft University of Technology have been working on their Tribler torrent client for nearly two decades. Its main goal is to advance decentralized technology, not to benefit corporations, but to empower the public at large. All technological details are available in the associated paper.

AI 165
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Ending an Ugly Chapter in Chip Design

Flipboard

Only time will tell whether it worked. Briefly, this is how it works : The chip’s design file starts as what’s called a netlist—which macros and cells are connected to which others according what constraints. The benchmarks when Google began its work were already about two decades old, and their relevance to modern chips is debated.

EDA 170
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Beyond CAGE: Investigating Generalization of Learned Autonomous Network Defense Policies

Machine Learning Research at Apple

This paper was accepted at "Reinforcement Learning for Real Life" workshop at NeurIPS 2022. To understand these problems, this work evaluates several RL approaches implemented in the second edition of the CAGE Challenge, a public competition to build an autonomous network defender agent in a…

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