Articles

Sublinear information bottleneck based two-stage deep learning approach to genealogy layout recognition

in Decision Neuroscience

• Jianing You
• Qing Wang

Information Bottleneck as Optimisation Method for SSVEP-Based BCI

in Brain-Computer Interfaces

• Anti Ingel
• Raul Vicente

Information-theoretic analysis of Hierarchical Temporal Memory-Spatial Pooler algorithm with a new upper bound for the standard information bottleneck method

• Shiva Sanati
• Modjtaba Rouhani
• Ghosheh Abed Hodtani

MV-CVIB: a microbiome-based multi-view convolutional variational information bottleneck for predicting metastatic colorectal cancer

in Systems Microbiology

• Zhen Cui
• Yan Wu
• Qin-Hu Zhang
• Si-Guo Wang
• Ying He
• De-Shuang Huang

Embedding-based pair generation for contrastive representation learning in audio-visual surveillance data

in Robot Vision and Artificial Perception

• Wei-Cheng Wang
• Sander De Coninck
• Sam Leroux
• Pieter Simoens

Texture Synthesis Based Thyroid Nodule Detection From Medical Ultrasound Images: Interpreting and Suppressing the Adversarial Effect of In-place Manual Annotation

in Computational Genomics

• Siqiong Yao
• Junchi Yan
• Mingyu Wu
• Xue Yang
• Weituo Zhang
• Hui Lu
• Biyun Qian

Information bottleneck-based Hebbian learning rule naturally ties working memory and synaptic updates

• Kyle Daruwalla
• Mikko Lipasti

Lorentz-regularized interpretable VAE for multi-scale single-cell transcriptomic and epigenomic embeddings

in Computational Genomics

• Zeyu Fu
• Jiawei Fu
• Chunlin Chen
• Keyang Zhang
• Song Wang

LAIOR: A Hyperbolic Neural-ODE Variational Framework for Interpretable Single-Cell Manifold Learning and Trajectory Inference

in Computational Genomics

• Zeyu Fu
• Jiawei Fu
• Keyang Zhang
• Tianfei Ran
• Chunlin Chen