Multi-Task Learning package built with tensorflow 2 (Multi-Gate Mixture of Experts, Cross-Stitch, Ucertainty Weighting)
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Updated
Jan 20, 2020 - Python
Multi-Task Learning package built with tensorflow 2 (Multi-Gate Mixture of Experts, Cross-Stitch, Ucertainty Weighting)
Official PyTorch implementation of 'RELATE: Physically Plausible Multi-Object SceneSynthesis Using Structured Latent Spaces'.
A jax/stax implementation of: Mnih, V., Kavukcuoglu, K., Silver, D., Rusu, A.A., Veness, J., Bellemare, M.G., Graves, A., Riedmiller, M., Fidjeland, A.K., Ostrovski, G. and Petersen, S., 2015. Human-level control through deep reinforcement learning. nature, 518(7540), pp.529-533.
This is the python source code of ChemVox (https://www.amazon.com/dp/B08G1C97J5). ChemVox is a free, ready to use Alexa skill that interfaces Amazon Web Services (AWS) with the PubChem chemical database and the TeraChem Cloud framework for cloud based quantum chemistry. ChemVox can answer questions related to the electronic properties of small a…
Mixed-curvature Variational Autoencoders (ICLR 2020)
Official Tensorflow implementation of 'Goal-Conditioned End-to-End Visuomotor Control for Versatile Skill Primitives'
Contrastive-NMF algorithm
Code and data for the CIKM2021 paper "Learning Ideological Embeddings From Information Cascades"
Code for "Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data"
Material for ARPC article on human interaction with quantum chemistry
Framework for the Simulation of Temperature Dependent Semiconductor Parameters in Silicon Solar Cells and their Respective Impact on the Current Density-Voltage Characteristic
Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).
Code for the submission to the ML Reproducibility Challenge 2022, reproducing "If you like Shapley then you'll love the core"
Hybrid Girvan Newman. Code for the "A Distributed Hybrid Community Detection Methodology for Social Networks" paper.
Supplementary material for the paper "BL-JUNIPER: A CNN Assisted Framework for Perceptual Video Coding Leveraging Block Level JND", IEEE TMM 2022
dense face landmark detection
IMS Machine Learning Lab publications.
Skin lesion image analysis that draws on meta-learning to improve performance in the low data and imbalanced data regimes.
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