ByteFuse-AI

Your favourite llama loving AI company.

[ByteFuse-AI @bytefuse_ai]

We have finally managed to get everyone into one place for a team photo. We were missing Etienne Barnard, but we will get him in the next one by all means necessary 😉

[ByteFuse-AI @bytefuse_ai]

@Hersh_Desai You have suddenly become our favourite person on earth #longLiveTheLlama

[Ruan van der Merwe @ruanvdmerwe1]

We have been collecting data to investigate new methods that will allow models to solve visually grounded spoken instructions. We still need more data and more diverse data. Please follow the link below if you want to help with this project.

Thank you!

https://t.co/WJUd2Rr78Z

[Deep Learning Indaba @DeepIndaba]

Traffic control and RL🚦

[Zindi @ZindiAfrica]

Interesting session on introduction to transformers . The process of understanding its architecture is astounding #DLIndaba2022 @DeepIndaba

[DSN - Data Science Nigeria @dsn_ai_network]

Another ongoing session at the @DeepIndaba #DLIndaba2022.

Our facilitator is @ruanvdmerwe1, a Machine Learning Engineer at @bytefuse_ai who is taking a session on Introduction to Transformers.

Download Schedule here https://t.co/Al1l0Z3F0r.

#DLIndaba2022 #masirouna

[Ruan van der Merwe @ruanvdmerwe1]

Can not wait for the @DeepIndaba in 🇹🇳 to start!

Super proud to also say I was also involved with the awesome team that created these practicals, and not to brag, but these sessions are not to be missed!

#DLIndaba2022

[SU Media Lab @sumedialab]

Join us next week for another exciting Media Lab Monday! Ruan van der Merwe and colleagues are going to be telling us more about @bytefuse_ai

We host industry talks every second Monday. If you or your company wants to get involved please email us at [email protected]

[ByteFuse-AI @bytefuse_ai]

We recently had a paper accepted into the ICML workshop @PTMs_Workshop!

Find the paper here:
https://t.co/AKlbjK3zKM

[ByteFuse-AI @bytefuse_ai]

In this paper, our researchers introduce the Representation manifold quality metric (RMQM), which measures the structure of a learned representation manifold. They then show that RMQM correlates positively to the generalisation of neural networks to downstream tasks.

[ByteFuse-AI @bytefuse_ai]

For those who missed #SumoConference2022 or want a refresher, you can find our talk at https://t.co/5MGN0fPrer

[ByteFuse-AI @bytefuse_ai]

Do you love machine learning? Do you love llamas? If you answered yes to any of those questions, head on over to https://t.co/1ohbYEdLi3 and apply to join our awesome team!

[ByteFuse-AI @bytefuse_ai]

A very happy birthday to @Mcobus96! May you be able to pet many llamas in the coming year.

(Yes an emergency cardboard candle was built by our own Tiffany 😉)

[ByteFuse-AI @bytefuse_ai]

To assess how well these methods generalise, they are tested with both seen and unseen traffic patterns, showcasing how our algorithms outperform previous methods.

[ByteFuse-AI @bytefuse_ai]

Join us at #SUMOconference2022 this week.

[ByteFuse-AI @bytefuse_ai]

We will present how two popular deep reinforcement learning methods can be applied to traffic signal optimisation. This will include a comprehensive review of the behaviour of these different methods and how they compare to current traffic optimisation algorithms.

[ByteFuse-AI @bytefuse_ai]

Our reinforcement learning team is hard at work to create an awesome presentation for the attendees at @EclipseSUMO #SUMOconference2022

[ByteFuse-AI @bytefuse_ai]

If you were at this panel discussion and you are passionate about machine learning, have a look at our Llama (internship) programme at https://t.co/FFkwVrAhtn

[ByteFuse-AI @bytefuse_ai]

Last week Tiffany Woodley was involved in a panel discussion, with @predictive_ins and Revolute Systems, on what it means to be involved in the overlapping fields of machine learning and entrepreneurship, hosted by @SULaunchLab and @StellenboschN. Thanks for an awesome event!