Pierre Monnin · @piermonn
26 followers · 17 posts · Server sigmoid.social

Proud to announce our new paper, "Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning" with Lucas Jarnac and Miguel Couceiro, accepted in

#cikm2023 #knowledgegraph #machinelearning #graphembedding #transferlearning #zeroshot #OpenScience

Last updated 1 year ago

AlexCrimi · @AlexCrimi
204 followers · 121 posts · Server mstdn.social
CryptoNewsBot · @cryptonewsbot
473 followers · 22889 posts · Server schleuss.online
@andreaesseci · @andreaesseci
1 followers · 2 posts · Server mastodon.world

Data-Efficient : How to Build Good AI Solutions When Data Is Scarce - t2m.io/XKpr3bFQ -

#ai #deeplearning #transferlearning #contrastivelearning

Last updated 2 years ago

Markus Wulfmeier · @mwulfmeier
272 followers · 29 posts · Server sigmoid.social

Learning fast and slow 🤖🧠⏳

Highly excited that our (long-term) work on more flexible and is finally public.

Two separate processes enable fast, coarse adaptation and slow, but better final performance.

lnkd.in/dU9fFz4t

#reinforcementlearning #transferlearning

Last updated 2 years ago

Markus Wulfmeier · @mwulfmeier
264 followers · 30 posts · Server sigmoid.social

Learning fast and slow 🤖🧠⏳

Highly excited that our (long-term) work on more flexible and is finally public.

Two separate processes enable fast, coarse adaptation and slow, but better final performance.

lnkd.in/dU9fFz4t

#reinforcementlearning #transferlearning

Last updated 2 years ago

Cian Ó Muilleoir · @KinoEmm
73 followers · 221 posts · Server data-folks.masto.host

Trying to get a to play nice with an already augmented image dataset. Consistently getting that horrid training/validation loss gap though. Think I'm going to have to run my own augmentation pipeline on the baseline images instead.

Yuk.

#transferlearning #cnn #machinelearning #neuralnetworks

Last updated 2 years ago

reshmighosh · @reshmighosh
79 followers · 19 posts · Server sigmoid.social

: Our work for on segmenting conversational data is now out on @NeuripsConf

We find that reusing pre-trained feature hierarchy in a paradigm proves to be ineffective for topic segmentation tasks on unstructured chat data.

Topic Segmentation in the Wild:Towards Segmentation of Semi-structured & Unstructured Chats w. Harjeet S, Sharanya K, Dhuri S, Samyadeep B, Soundar S,
📝Paper: arxiv.org/abs/2211.14954

Please DM to meetup @ :)

#newpaper #nlproc #transferlearning #UMass #microsoft #NeurIPS2022

Last updated 2 years ago

reshmighosh · @reshmighosh
77 followers · 19 posts · Server sigmoid.social

Our new work on segmenting conversational data is out on @NeuripsConf
Topic Segmentation in the Wild:Towards Segmentation of Semi-structured & Unstructured Chats arxiv.org/abs/2211.14954
w. Harjeet S., Sharanya K., Dhuri S., Samyadeep B., Soundar S.,

We find that reusing pre-trained feature hierarchy in a paradigm proves to be ineffective for topic segmentation tasks on conversational data.

Please DM to chat meetup and chat more

#UMass #microsoft #NeurIPS2022 #transferlearning #nlp

Last updated 2 years ago

Robert Lowry · @rwlowry
22 followers · 53 posts · Server hachyderm.io

Want to share a milestone on a I’ve been working on for a while on the side. I’m working on a application for to detect the game state from a photo.
I used to fine tune a with a new head for to predict the four corners of the board.
I found synthetic datasets online (~6k images) and labeled ~1k real photos. I trained the model with a mix of random augmentations and projections with small errors.

#ml #project #computervision #chess #transferlearning #convolutionalneuralnetwork #regression

Last updated 2 years ago

Sami · @nassami
8 followers · 18 posts · Server ohai.social
Francesco Strozzi · @fstrozzi
77 followers · 26 posts · Server genomic.social

Cross-protein transfer learning substantially improves zero-shot prediction of disease variant effects

doi.org/10.1101/2022.11.15.516

#transferlearning #Mutation #variantinterpretation #disease

Last updated 2 years ago

Martin Mundt (he/him) · @mundt_martin
197 followers · 57 posts · Server sigmoid.social

Continuing to share some of this year’s efforts: the publicly available free *Open World Lifelong Learning* course.

There are 12 , 18+ hours video, 600+ slides, to get anyone who is a bit familiar with get started on .

It’s a broad introduction from to continual forgetting, & to , evaluation & more.

Web: owll-lab.com/teaching/cl_lectu

Videos: youtube.com/playlist?list=PLm6

#lectures #machinelearning #continuallearning #lifelonglearning #transferlearning #activelearning #CurriculumLearning #OODDetection

Last updated 2 years ago

Cian Ó Muilleoir · @KinoEmm
59 followers · 149 posts · Server data-folks.masto.host

Today's workload:

Pull and review papers on the issues arising from driven business models for a 1000 words on implementing an ethics audit of info management strategy.

See if I can get a model with included to differentiate images of monkeypox from chicken pox to a basic functioning level.

Looking forward to getting stuck into both thankfully!

#transferlearning #cnn #data #ethics

Last updated 2 years ago

Stefano Zacchiroli · @zacchiro
1011 followers · 981 posts · Server mastodon.xyz

For the gory details: we have used , specifically convolutional neural networks (CNN) pretrained on generic image recognition tasks and then adapted using to the problem domain of visual programming language identification. [2/n]

#machinelearning #transferlearning

Last updated 3 years ago