Robert Peharz - TU Graz - Probabilistic Circuits: Deep Probabilistic Models with Tractable Inference
56:18
Robert Peharz - TU Graz - Probabilistic Circuits: Deep Probabilistic Models with Tractable Inference
Gege Wen - Stanford University - CO2 Geological Storage Modelling with Machine Learning
52:35
Gege Wen - Stanford University - CO2 Geological Storage Modelling with Machine Learning
Jakub Tomczak - Is there a place for Representation Learning in Generative AI?
53:51
Jakub Tomczak - Is there a place for Representation Learning in Generative AI?
Lasse Espeholt - Weather Forecasting using Deep Learning - A paradigm shift (MetNet-3)
49:03
Lasse Espeholt - Weather Forecasting using Deep Learning - A paradigm shift (MetNet-3)
Lluis Guasch - Divide (or convolve) and Conquer: Data Comparison with Wiener Filters
50:33
Lluis Guasch - Divide (or convolve) and Conquer: Data Comparison with Wiener Filters
Francisco Sahli - WarpPINN: Cine-MR image registration with physics-informed neural networks
57:50
Francisco Sahli - WarpPINN: Cine-MR image registration with physics-informed neural networks
Ján Drgoňa - Neuromancer: Differentiable Programming Library for Data-driven Modelling and Control
58:39
Ján Drgoňa - Neuromancer: Differentiable Programming Library for Data-driven Modelling and Control
Marius Wiggert - Tackling Climate Change with Autonomous Seaweed Farms Hitchhiking on Ocean Currents
58:42
Marius Wiggert - Tackling Climate Change with Autonomous Seaweed Farms Hitchhiking on Ocean Currents
Data Learning: Machine Learning in Climate Action
1:01:08
Data Learning: Machine Learning in Climate Action
Data Learning: Towards Better Understanding of Contrastive Learning
58:25
Data Learning: Towards Better Understanding of Contrastive Learning
Data Learning: Auto Arborist - Towards Mapping Urban Forests Across North America
50:58
Data Learning: Auto Arborist - Towards Mapping Urban Forests Across North America
Data Learning: The Role of Data and ML in Enabling Flexible Clean Energy Resources
51:00
Data Learning: The Role of Data and ML in Enabling Flexible Clean Energy Resources
Data Learning: Exploring AI's Role in Fine Art: An Introduction to Explainable Fine Art
1:01:21
Data Learning: Exploring AI's Role in Fine Art: An Introduction to Explainable Fine Art
Data Learning: Graph Representation learning for street networks
40:27
Data Learning: Graph Representation learning for street networks
Data Learning: State-of-the-art AI driven Solar PV Generation Forecasts
38:42
Data Learning: State-of-the-art AI driven Solar PV Generation Forecasts
Data Learning: Causal Representation Learning
1:07:04
Data Learning: Causal Representation Learning
Data Learning: Equivariant ML from classical physics
1:00:16
Data Learning: Equivariant ML from classical physics
Data Learning: Overview of machine learning approaches at GSK.ai
58:23
Data Learning: Overview of machine learning approaches at GSK.ai
Data Learning: Storage Policy in Continual Learning: Different Approaches for Different Scenarios
51:21
Data Learning: Storage Policy in Continual Learning: Different Approaches for Different Scenarios
DataLearninig: Interpretable and structure-preserving data-driven methods for physical simulations
51:24
DataLearninig: Interpretable and structure-preserving data-driven methods for physical simulations
DataLearning: Autoregressive long-context music generation with Perceiver AR
59:59
DataLearning: Autoregressive long-context music generation with Perceiver AR
DataLearning: Physics-Informed Deep Learning - Learning from Small Data
57:27
DataLearning: Physics-Informed Deep Learning - Learning from Small Data
DataLearning: Physics-Informed Neural Networks in Medicine
56:44
DataLearning: Physics-Informed Neural Networks in Medicine
DataLearning: Augmenting the prediction of extubation failure using measures of complexity
43:28
DataLearning: Augmenting the prediction of extubation failure using measures of complexity
DataLearning: Tackling Fairness, Change, and Polysemy in Word Embeddings
44:54
DataLearning: Tackling Fairness, Change, and Polysemy in Word Embeddings
Data Learning: Predicting material properties with the help of machine learning
43:52
Data Learning: Predicting material properties with the help of machine learning
Data Learning: Graph Neural Networks for Charged Particle Reconstruction at Large Hadron Collider
58:33
Data Learning: Graph Neural Networks for Charged Particle Reconstruction at Large Hadron Collider
Data Learning - The Importance of Vegetation & Drought for Global Fire Prediction
55:54
Data Learning - The Importance of Vegetation & Drought for Global Fire Prediction
Data Learning - Physical inductive biases for learning simulation and scientific discovery
1:03:51
Data Learning - Physical inductive biases for learning simulation and scientific discovery
Data Learning - Adversarial Perturbations in the wild and their applications
42:48
Data Learning - Adversarial Perturbations in the wild and their applications