All software
Code supporting the publication: BAN: detecting backdoors activated by adversarial neuron noise.
Code supporting the publication: BAN: detecting backdoors activated by adversarial neuron noise.
- Adversarial Noise
- Backdoor Defense
- Backdoor Trigger Inversion
- + 3
- (JSON)
- ("Jupyter Notebook")
- (Markdown)
- + 3
Deep Learning - Educational Material
Deep Learning - Educational Material
- deep learning
- DL Assignments
- Education
- + 2
- ("Jupyter Notebook")
- (Markdown)
- (Other)
diverse-projection-ensembles
Code accompanying the paper "Diverse projection ensembles for distributional reinforcement learning"
- deep learning
- Distributional Reinforcement Learning
- Exploration
- + 4
- (Markdown)
- (Other)
- (Python)
FluvGAN: Python scripts to test generating and inverting fluvial deposits using GANs
FluvGAN: Python scripts to test generating and inverting fluvial deposits using GANs
- deep generative modelling
- deep learning
- GAN
- + 4
laplace-vrnn
Code underlying the publication: Bayesian Meta-Reinforcement Learning with Laplace Variational Recurrent Networks
- Bayesian optimisation
- codebase
- deep learning
- + 2
- (Markdown)
- (Other)
- (Python)
- + 2
SMZ
Code underlying the publication: VariBASed: Variational Bayes-Adaptive Sequential Monte-Carlo Planning for Deep Reinforcement Learning
- Autonomous Path-Planning
- Bayesian optimization
- deep learning
- + 3
- ("Jupyter Notebook")
- (large-text-file)
- (Markdown)
- + 4
Software underlying PhD thesis: AI in the Sky - Advancing Wildlife Survey Methods in Africa with Deep Learning and Aerial Imagery.
Software underlying PhD thesis: AI in the Sky - Advancing Wildlife Survey Methods in Africa with Deep Learning and Aerial Imagery.
- Artificial intelligence
- deep learning
- Monitoring
- + 2
- (Markdown)
- (Python)
Source code and data for the experiments presented in Deep Reinforcement Learning for Active Wake Control
Source code and data for the experiments presented in Deep Reinforcement Learning for Active Wake Control
- active wake control
- deep learning
- Reinforcement learning
Supplementary code to the paper: Flexible Enterprise Optimization With Constraint Programming
Supplementary code to the paper: Flexible Enterprise Optimization With Constraint Programming
- Constraint programming (Computer science)
- deep learning
- Enterprise engineering
- + 2
trtpi
Code underlying the publication: Trust-Region Twisted Policy Improvement
- Autonomous Path-Planning
- deep learning
- Markov decision process
- + 2
- ("Jupyter Notebook")
- (Markdown)
- (Other)
- + 3
ClimaNet
A Climate Aware Spatio Temporal Encoder Decoder
- Big data
- climate
- deep learning
- ("Jupyter Notebook")
- (Python)
CoeusAI
The CoeusAI QGIS plugin is designed for exploration of multiband geospatial datasets. It lets the user iteratively train and retrain segmentation models in seconds. A combination of Deep learning and traditional machine learning is used, leveraging the best of both methods.
- deep learning
- gis
- Machine learning
- + 2
- (Python)