Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings

Kavli Affiliate: Yi Zhou | First 5 Authors: Gaifan Zhang, Yi Zhou, Danushka Bollegala, , | Summary: Sentence embeddings produced by Pretrained Language Models (PLMs) have received wide attention from the NLP community due to their superior performance when representing texts in numerous downstream applications. However, the high dimensionality of the sentence embeddings produced by […]


Continue.. Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings

Parallel Encoding of Speech in Human Frontal and Temporal Lobes

Kavli Affiliate: Edward Chang | Authors: Patrick W Hullett, Matthew K Leonard, Maria Luisa W Gorno-Tempini, Maria Luisa Mandelli and Edward F Chang | Summary: Models of speech perception are centered around a hierarchy in which auditory representations in the thalamus propagate to primary auditory cortex, then to the lateral temporal cortex, and finally through […]


Continue.. Parallel Encoding of Speech in Human Frontal and Temporal Lobes

No evidence of AGN features in the nuclei of Arp 220 from JWST/NIRSpec IFS

Kavli Affiliate: Roberto Maiolino | First 5 Authors: Michele Perna, Santiago Arribas, Isabella Lamperti, Miguel Pereira-Santaella, Lorenzo Ulivi | Summary: Arp 220 is the nearest ULIRG; it shows evidence of 100 pc-scale molecular outflows likely connected with galaxy-scale outflows traced by ionised and neutral gas. The two highly obscured nuclei of Arp 220 are the […]


Continue.. No evidence of AGN features in the nuclei of Arp 220 from JWST/NIRSpec IFS

Continuous Bump Attractor Networks Require Explicit Error Coding for Gain Recalibration

Kavli Affiliate: James Knierim | Authors: Gorkem Secer, James J. Knierim and Noah J. Cowan | Summary: Representations of continuous variables are crucial to create internal models of the external world. A prevailing model of how the brain maintains these representations is given by continuous bump attractor networks (CBANs) in a broad range of brain […]


Continue.. Continuous Bump Attractor Networks Require Explicit Error Coding for Gain Recalibration

Dynamic Information Dissemination Model Incorporating Non-Adjacent Node Interaction

Kavli Affiliate: Xiang Zhang | First 5 Authors: Xinyu Li, Jinyang Huang, Xiang Zhang, Peng Zhao, Meng Wang | Summary: Describing the dynamics of information dissemination within social networks poses a formidable challenge. Despite multiple endeavors aimed at addressing this issue, only a limited number of studies have effectively replicated and forecasted the evolving course […]


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A Bayesian Approach for Selecting Relevant External Data (BASE): Application to a study of Long-Term Outcomes in a Hemophilia Gene Therapy Trial

Kavli Affiliate: Xiang Zhang | First 5 Authors: Tianyu Pan, Xiang Zhang, Weining Shen, Ting Ye, | Summary: Gene therapies aim to address the root causes of diseases, particularly those stemming from rare genetic defects that can be life-threatening or severely debilitating. While there has been notable progress in the development of gene therapies in […]


Continue.. A Bayesian Approach for Selecting Relevant External Data (BASE): Application to a study of Long-Term Outcomes in a Hemophilia Gene Therapy Trial

A Bayesian Approach for Selecting Relevant External Data (BASE): Application to a study of Long-Term Outcomes in a Hemophilia Gene Therapy Trial

Kavli Affiliate: Xiang Zhang | First 5 Authors: Tianyu Pan, Xiang Zhang, Weining Shen, Ting Ye, | Summary: Gene therapies aim to address the root causes of diseases, particularly those stemming from rare genetic defects that can be life-threatening or severely debilitating. While there has been notable progress in the development of gene therapies in […]


Continue.. A Bayesian Approach for Selecting Relevant External Data (BASE): Application to a study of Long-Term Outcomes in a Hemophilia Gene Therapy Trial

Extended Spreading of Saline Droplets upon Impact on a Frosty Surface

Kavli Affiliate: Feng Wang | First 5 Authors: Hao Zeng, Feng Wang, Chao Sun, , | Summary: Understanding the solidification dynamics of impacted water droplets is fundamental and crucial for applications, especially with the presence of frost and salt. Here, we experimentally investigate the spreading and freezing dynamics of saline droplets upon impact on a […]


Continue.. Extended Spreading of Saline Droplets upon Impact on a Frosty Surface