Content-Rich AIGC Video Quality Assessment via Intricate Text Alignment and Motion-Aware Consistency

Posted by dbos Caltech

Kavli Affiliate: Wei Gao | First 5 Authors: Shangkun Sun, Xiaoyu Liang, Bowen Qu, Wei Gao, | Summary: The advent of next-generation video generation models like textit{Sora} poses challenges for AI-generated content (AIGC) video quality assessment (VQA). These models substantially mitigate flickering artifacts prevalent in prior models, enable longer and complex text prompts and generate […]


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Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More

Posted by dbos Berkeley

Kavli Affiliate: Feng Wang | First 5 Authors: Feng Wang, Yaodong Yu, Guoyizhe Wei, Wei Shao, Yuyin Zhou | Summary: Since the introduction of Vision Transformer (ViT), patchification has long been regarded as a de facto image tokenization approach for plain visual architectures. By compressing the spatial size of images, this approach can effectively shorten […]


Continue.. Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More

Ruling out AGNs as the dominant source of cosmic reionization with JWST

Posted by dbos Peking

Kavli Affiliate: Linhua Jiang | First 5 Authors: Danyang Jiang, Linhua Jiang, Shengxiu Sun, Weiyang Liu, Shuqi Fu | Summary: Cosmic reionization represents the latest phase transition of the intergalactic medium (IGM) in the Universe. It has long been debated whether galaxies or active galactic nuclei (AGNs) are the major source of Lyman continuum (LyC) […]


Continue.. Ruling out AGNs as the dominant source of cosmic reionization with JWST

Ruling out AGNs as the dominant source of cosmic reionization with JWST

Posted by dbos Peking

Kavli Affiliate: Linhua Jiang | First 5 Authors: Danyang Jiang, Linhua Jiang, Shengxiu Sun, Weiyang Liu, Shuqi Fu | Summary: Cosmic reionization represents the latest phase transition of the intergalactic medium (IGM) in the Universe. It has long been debated whether galaxies or active galactic nuclei (AGNs) are the major source of Lyman continuum (LyC) […]


Continue.. Ruling out AGNs as the dominant source of cosmic reionization with JWST

The conserved N-terminal SANT1-binding domain (SBD) of EZH2 Regulates PRC2 Activity

Posted by dbos Rockefeller

Kavli Affiliate: C. David Allis | Authors: Agata Lemiesz Patriotis, Yadira Soto-Feliciano, Douglas Barrows, Laiba Khan, Marylene Leboeuf, Peder Lund, Matthew R Marunde, Annaelle Djomo, Michael-Christopher Keogh, Thomas Carroll, Benjamin Garcia, Alexey A Soshnev and C. David Allis | Summary: Polycomb group proteins maintain gene expression patterns established during early development, with Polycomb Repressive Complex […]


Continue.. The conserved N-terminal SANT1-binding domain (SBD) of EZH2 Regulates PRC2 Activity

Network-aware self-supervised learning enables high-content phenotypic screening for genetic modifiers of neuronal activity dynamics

Posted by dbos UCSF

Kavli Affiliate: Michael Keiser | Authors: Parker Grosjean, Kaivalya Shevade, Cuong Nguyen, Sarah Ancheta, Karl Mader, Ivan Franco, Seok-Jin Heo, Greyson Lewis, Steven Boggess, Angelique De Domenico, Erik Ullian, Shawn Shafer, Adam Litterman, Laralynne Przybyla, Michael J Keiser, Jamie Ifkovits, Adam Yala and Martin Kampmann | Summary: High-throughput phenotypic screening has historically relied on manually […]


Continue.. Network-aware self-supervised learning enables high-content phenotypic screening for genetic modifiers of neuronal activity dynamics

Universal machine learning interatomic potentials poised to supplant DFT in modeling general defects in metals and random alloys

Posted by dbos Caltech

Kavli Affiliate: Wei Gao | First 5 Authors: Fei Shuang, Zixiong Wei, Kai Liu, Wei Gao, Poulumi Dey | Summary: Recent advances in machine learning, combined with the generation of extensive density functional theory (DFT) datasets, have enabled the development of universal machine learning interatomic potentials (uMLIPs). These models offer broad applicability across the periodic […]


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Multidisciplinary Science in the Multimessenger Era

Posted by klaurent MIT

Kavli Affiliate: Dheeraj R. Pasham | First 5 Authors: Eric Burns, Christopher L. Fryer, Ivan Agullo, Jennifer Andrews, Elias Aydi | Summary: Astrophysical observations of the cosmos allow us to probe extreme physics and answer foundational questions on our universe. Modern astronomy is increasingly operating under a holistic approach, probing the same question with multiple […]


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Multidisciplinary Science in the Multimessenger Era

Posted by klaurent MIT

Kavli Affiliate: Dheeraj R. Pasham | First 5 Authors: Eric Burns, Christopher L. Fryer, Ivan Agullo, Jennifer Andrews, Elias Aydi | Summary: Astrophysical observations of the cosmos allow us to probe extreme physics and answer foundational questions on our universe. Modern astronomy is increasingly operating under a holistic approach, probing the same question with multiple […]


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Probing intermediate-mass black hole binaries with the Lunar Gravitational-wave Antenna

Posted by dbos Peking

Kavli Affiliate: Lijing Shao | First 5 Authors: Hanlin Song, Han Yan, Yacheng Kang, Xian Chen, Junjie Zhao | Summary: New concepts for observing the gravitational waves (GWs) using a detector on the Moon, such as the Lunar Gravitational-wave Antenna (LGWA), have gained increasing attention. By utilizing the Moon as a giant antenna, the LGWA […]


Continue.. Probing intermediate-mass black hole binaries with the Lunar Gravitational-wave Antenna