Tom Young
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View article: Open-Sora 2.0: Training a Commercial-Level Video Generation Model in $200k
Open-Sora 2.0: Training a Commercial-Level Video Generation Model in $200k Open
Video generation models have achieved remarkable progress in the past year. The quality of AI video continues to improve, but at the cost of larger model size, increased data quantity, and greater demand for training compute. In this repor…
View article: Overcoming challenges of translating deep-learning models for glioblastoma: the ZGBM consortium
Overcoming challenges of translating deep-learning models for glioblastoma: the ZGBM consortium Open
Objective: To report imaging protocol and scheduling variance in routine care of glioblastoma patients in order to demonstrate challenges of integrating deep-learning models in glioblastoma care pathways. Additionally, to understand the mo…
View article: Inconsistencies in Masked Language Models
Inconsistencies in Masked Language Models Open
Learning to predict masked tokens in a sequence has been shown to be a helpful pretraining objective for powerful language models such as PaLM2. After training, such masked language models (MLMs) can provide distributions of tokens in the …
View article: From Knowledge Augmentation to Multi-tasking: Towards Human-like Dialogue Systems
From Knowledge Augmentation to Multi-tasking: Towards Human-like Dialogue Systems Open
The goal of building dialogue agents that can converse with humans naturally has been a long-standing dream of researchers since the early days of artificial intelligence. The well-known Turing Test proposed to judge the ultimate validity …
View article: Colesworthy Grant's Portraits of Colonial Society in India: Lithography, Liberalism, and the Global Making of <scp>Middle‐Class</scp> Culture, <i>c</i>. 1833–57
Colesworthy Grant's Portraits of Colonial Society in India: Lithography, Liberalism, and the Global Making of <span>Middle‐Class</span> Culture, <i>c</i>. 1833–57 Open
This essay explores how lithographic printing connected colonial society in India to global developments in the making of middle‐class culture. It focuses on two print portrait series that the artist Colesworthy Grant (1813–80) released in…
View article: Overcoming challenges of translating deep-learning models for glioblastoma: the ZGBM consortium
Overcoming challenges of translating deep-learning models for glioblastoma: the ZGBM consortium Open
Objective: To report imaging protocol and scheduling variance in routine care of glioblastoma patients in order to demonstrate challenges of integrating deep-learning models in glioblastoma care pathways. Additionally, to understand the mo…
View article: Fusing task-oriented and open-domain dialogues in conversational agents
Fusing task-oriented and open-domain dialogues in conversational agents Open
The goal of building intelligent dialogue systems has largely been separately pursued under two paradigms: task-oriented dialogue (TOD) systems, which perform goal-oriented functions, and open-domain dialogue (ODD) systems, which focus on …
View article: Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Open
Dialogue systems are a popular natural language processing (NLP) task as it is promising in real-life applications. It is also a complicated task since many NLP tasks deserving study are involved. As a result, a multitude of novel works on…
View article: A Transferable Active-Learning Strategy for Reactive Molecular Force Fields
A Transferable Active-Learning Strategy for Reactive Molecular Force Fields Open
Predictive simulations of dynamic processes in molecular systems require fast, accurate and reactive interatomic potentials. Machine learning offers a promising approach to construct force-field models for large-scale molecular simulation …
View article: duartegroup/autodE: 1.0.2
duartegroup/autodE: 1.0.2 Open
Adds default ECPs to Gaussian and NWChem calculations Adds atomic number and atomic symbol attributes to an Atom Adds a check for molecule initialisation with an odd number of electrons and but no unpaired electrons Improves NWChem output …
View article: A Transferable Active-Learning Strategy for Reactive Molecular Force Fields
A Transferable Active-Learning Strategy for Reactive Molecular Force Fields Open
Predictive simulations of dynamic processes in molecular systems require fast, accurate and reactive interatomic potentials. Machine learning offers a promising approach to construct force-field models for large-scale molecular simulation …
View article: A Transferable Active-Learning Strategy for Reactive Molecular Force Fields
A Transferable Active-Learning Strategy for Reactive Molecular Force Fields Open
Predictive simulations of dynamic processes in molecular systems require fast, accurate and reactive interatomic potentials. Machine learning offers a promising approach to construct force-field models for large-scale molecular simulation …
View article: autodE: Automated Calculation of Reaction Energy Profiles – Application to Organic and Organometallic Reactions
autodE: Automated Calculation of Reaction Energy Profiles – Application to Organic and Organometallic Reactions Open
Calculating reaction profiles to aid in mechanistic elucidation has long been the domain of the expert computational chemist. We introduce autodE, an open-source tool capable of locating transition states and minima and delivering a full r…