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DSAI (including Machine Learning, NLP and Computer Vision) Reading Series
Bayesian neural networks
Papers
:
What Are Bayesian Neural Network Posteriors Really Like?
Venue
: FSE-4RPD-334
Time
: 8 Nov 2023
Presenter
: Hui Chen
Google robot transformer 2
Papers
:
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
PaLM-E: An Embodied Multimodal Language Model
RT-1: ROBOTICS TRANSFORMER FOR REAL-WORLD CONTROL AT SCALE
Slide
:
Download
Venue
: FSE-4RPD-334
Time
: 31 Oct 2023
Presenter
: Peizhen Li
Epidemic modeling with machine learning
Papers
:
COVID-19 Modeling: A Review
Deep Epidemiological Modeling by Black-box Knowledge Distillation
Venue
: FSE-4RPD-334
Time
: 24 Oct 2023
Presenter
: Hu Cao
Spiking neural network
Papers
:
Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework
Venue
: FSE-4RPD-334
Time
: 10 Oct 2023
Presenter
: Matthew Lai
Bayesian neural networks
Papers
:
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors
BatchEnsemble: an Alternative Approach to Efficient Ensemble and Lifelong Learning
Venue
: FSE-4RPD-334
Time
: 3 Oct 2023
Presenter
: Hui Chen
Vision and language to action
Papers
:
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances
Slide
:
Download
Venue
: FSE-4RPD-334
Time
: 26 Sep 2023
Presenter
: Peizhen Li
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