Kavli Affiliate: Wei Gao | First 5 Authors: Kai Huang, Hanyun Yin, Heng Huang, Wei Gao, | Summary: Fine-tuning is the most effective way of adapting pre-trained large language models (LLMs) to downstream applications. With the fast growth of LLM-enabled AI applications and democratization of open-souced LLMs, fine-tuning has become possible for non-expert individuals, but […]
Kavli Affiliate: Wei Gao | First 5 Authors: Kai Huang, Hanyun Yin, Heng Huang, Wei Gao, | Summary: Fine-tuning is the most effective way of adapting pre-trained large language models (LLMs) to downstream applications. With the fast growth of LLM-enabled AI applications and democratization of open-souced LLMs, fine-tuning has become possible for non-expert individuals, but […]
Kavli Affiliate: Alireza Marandi | First 5 Authors: Gordon H. Y. Li, Christian R. Leefmans, James Williams, Robert M. Gray, Midya Parto | Summary: Rapid advancements in deep learning over the past decade have fueled an insatiable demand for efficient and scalable hardware. Photonics offers a promising solution by leveraging the unique properties of light. […]
Kavli Affiliate: Michael P. Brenner | First 5 Authors: Jacob Page, Joe Holey, Michael P. Brenner, Rich R. Kerswell, | Summary: Convolutional autoencoders are used to deconstruct the changing dynamics of two-dimensional Kolmogorov flow as $Re$ is increased from weakly chaotic flow at $Re=40$ to a chaotic state dominated by a domain-filling vortex pair at […]
Kavli Affiliate: Feng Wang | First 5 Authors: Jiangqi Liu, Feng Wang, , , | Summary: Most existing methods for unsupervised industrial anomaly detection train a separate model for each object category. This kind of approach can easily capture the category-specific feature distributions, but results in high storage cost and low training efficiency. In this […]
Kavli Affiliate: Mark Churchland, Liam Paninski | Authors: Yizi Zhang, Tianxiao He, Julien Boussard, Charlie Windolf, Olivier Winter, Eric Trautmann, Noam Roth, Hailey Barrell, Mark M Churchland, Nicholas A Steinmetz, The International Brain Laboratory, Erdem Varol, Cole Hurwitz and Liam Paninski | Summary: Neural decoding and its applications to brain computer interfaces (BCI) are essential […]
Kavli Affiliate: Martin Lindquist | Authors: Rotem Botvinik-Nezer, Bogdan Petre, Marta Ceko, Martin A. Lindquist, Naomi P. Friedman and Tor D. Wager | Summary: Placebo analgesia is a replicable and well-studied phenomenon, yet it remains unclear to what degree it includes modulation of nociceptive processes. Some studies find effects consistent with nociceptive effects, but meta-analyses […]
Kavli Affiliate: David Linden | Authors: Suvarnalata Xanthate Duggirala, Hanna Honcamp, Michael Schwartze, Therese Amelsvoort, Ana Pinheiro, David Linden and Sonja A Kotz | Summary: Altered sensory feedback processing and attention control are assumed to contribute to auditory verbal hallucinations, which are experienced by the general population and patients with psychosis, implying a continuum of […]
Kavli Affiliate: Arnold R. Kriegstein | Authors: Yonatan Perez, Dmitry Velmeshev, Li Wang, Matthew White, Clara Siebert, Jennifer Baltazar, Natalia Garcia Dutton, Shaohui Wang, Maximilian Haeussler, Stormy Chamberlain and Arnold Kriegstein | Summary: Duplication 15q (dup15q) syndrome is the most common genetic cause of autism spectrum disorder (ASD). Due to a higher genetic and phenotypic […]
Kavli Affiliate: Jin Kang | Authors: Kang Jin, Zuobai Zhang, Ke Zhang, Francesca Viggiani, Claire Callahan, Jian Tang, Bruce J. Aronow and Jian Shu | Summary: Single-cell spatial transcriptomics such as in-situ hybridization or sequencing technologies can provide subcellular resolution that enables the identification of individual cell identities, locations, and a deep understanding of subcellular […]