This work proposes a Neural Network model that can control its depth using an iterate-to-fixed-point operator. The architecture starts with a standard layered Network but with added connections from current later to earlier layers, along with a gate...
Traction is designed with an API-first architecture layered on top of OpenWallet Foundation ACA-Py and streamlines the process of sending and receiving digital credentials for governments and organizations. (⭐ 61)
Agentic browser automation and ui testing system — built with composable skills, subagent, command, and justfile layered architecture for repeatable, deployable browser use. (⭐ 182)
Sparse Mixture-of-Experts (MoE) has become a key architecture for scaling large language models (LLMs) efficiently. Recent fine-grained MoE designs introduce hundreds of experts per layer, with multiple experts activated per token, enabling stronger...
**Investigative Series** [Part II](https://www.reddit.com/r/selfevidenttruth/comments/1o4r6ub/the_smoking_files_part_i_unearthing_the_southern/) **– Chronological Evolution of Policy Controls** ...
Decoding in a Transformer based language model is inherently sequential as a token's embedding needs to pass through all the layers in the network before the generation of the next token can begin. In this work, we propose a new architecture StagForm...
We present a deep neural architecture that parses sentences into three semantic dependency graph formalisms. By using efficient, nearly arc-factored inference and a bidirectional-LSTM composed with a multi-layer perceptron, our base system is able to...
Continuing our analysis of quantum machine learning applied to our use-case of malware detection, we investigate the potential of quantum convolutional neural networks. More precisely, we propose a new architecture where data is uploaded all along th...
We introduce a new architecture called ChoiceNet where each layer of the network is highly connected with skip connections and channelwise concatenations. This enables the network to alleviate the problem of vanishing gradients, reduces the number of...
Mixture-of-Experts (MoE) networks have been proposed as an efficient way to scale up model capacity and implement conditional computing. However, the study of MoE components mostly focused on the feedforward layer in Transformer architecture. This pa...
Robots that arrange household objects should do so according to the user's preferences, which are inherently subjective and difficult to model. We present NeatNet: a novel Variational Autoencoder architecture using Graph Neural Network layers, which...
In this paper we propose a new approach to quantum neural networks. Our multi-layer architecture avoids the use of measurements that usually emulate the non-linear activation functions which are characteristic of the classical neural networks. Despit...
This paper observes that there is an issue of high frequencies missing in the discriminator of standard GAN, and we reveal it stems from downsampling layers employed in the network architecture. This issue makes the generator lack the incentive from...
This guide explores best practices and recommended patterns for developing multi-module Android apps, explaining how to organize a codebase into loosely coupled, self-contained modules to improve maintainability and scalability.
This document outlines the core principles of navigation within Android apps, emphasizing consistency and an intuitive user experience. It highlights how the Navigation component helps implement these principles by default.
This guide explores best practices and recommended patterns for developing multi-module Android apps, explaining how to organize a codebase into loosely coupled, self-contained modules to improve maintainability and scalability.
This document outlines the core principles of navigation within Android apps, emphasizing consistency and an intuitive user experience. It highlights how the Navigation component helps implement these principles by default.
Explore architecture projects by Bjarke Ingels Group.
Explore architecture projects by Bjarke Ingels Group.
Explore architecture projects by Bjarke Ingels Group.