Eric Arazo

23 posts

Eric Arazo

@ArazoEric

Katılım Ağustos 2016

255 Takip Edilen93 Takipçiler

Eric Arazo retweetledi

Paul Albert@PaulAlbert31·11 Eki

Our paper: "Is your noise correction noisy? PLS: Robustness to label noise with two stage detection" was accepted at #WACV2023 ! We detect incorrect true label guesses using our pseudo-loss to combat label noise in image classification datasets arxiv.org/abs/2210.04578

English

Eric Arazo retweetledi

Paul Albert@PaulAlbert31·5 Tem

Very glad to announce that our label noise paper was accepted #ECCV2022. We observe a linear separation between OOD and ID samples in web crawled datasets using unsupervised contrastive learning arxiv.org/abs/2207.01573. Team: @ArazoEric @kevinmcguinness @oconnorn @insight_centre

English

Eric Arazo retweetledi

Paul Albert@PaulAlbert31·20 Haz

I presented my work on using drones to predict herbage quality at the #AgricultureVision workshop @CVPR. A research collab in the @VistaMilk SFI centre between @teagasc and @insight_centre funded by @scienceirel. Great to attend in person again ! Paper: shorturl.at/cqzUZGreat

English

Eric Arazo@ArazoEric·26 May

@artboxhill @insight_centre Thank you so much for all your help, Hilary! 🙏

English

Dr. Hilary Murray@artboxhill·26 May

Big shoutout to @ArazoEric who curated this event for @insight_centre 👏 two very full days of excellent research on #DeepLearning 🙌

English

Dr. Hilary Murray@artboxhill·26 May

I’ve the pleasure of being in this - a neuroscientist can learn much from data labelling and model training in self supervised (learning). Thanks so much to @DocXavi for coming to @insight_centre and walking the students through methodologies 💥💥 @EUErasmusPlus

Insight Research Ireland Centre@insight_centre

We are busy this week! #DeepLearning workshop @DCU led by @DocXavi and team, with presentations by Insight students and keynote address by @suz_research. @EUErasmusPlus @oconnorn

English

Eric Arazo@ArazoEric·24 Kas

Excited to present Thursday our #BMVC21 paper on training CNNs under budget constraints. Check it out in the oral session 8 or poster session 4! Great teamwork @Diego_OrtegoH @oconnorn @kevinmcguinness @insight_centre BMVC:bmvc2021-virtualconference.com/conference/pap… arXiV:arxiv.org/abs/2110.14283

English

Eric Arazo retweetledi

Insight Research Ireland Centre@insight_centre·4 Mar

@Diego_OrtegoH "Objective Interpolation Training for Robustness to Label Noise" accepted #CVPR2021 Synthetic & real-world noise in image classification @ArazoEric Paul Albert @oconnorn @kevinmcguinness @DCU: lnkd.in/eabGH_y Code: git.io/JI40X #DeepLearning

Insight Research Ireland Centre tweet media

English

Eric Arazo retweetledi

Insight Research Ireland Centre@insight_centre·11 Oca

Insight researcher @Diego_OrtegoH will be presenting "Towards Robust Learning with Different Label Noise Distributions" Jan. 12th, T1.2 at @icpr2020milan @ArazoEric @oconnorn @kevinmcguinness @insight_centre #ICPR2020 #AI Paper: arxiv.org/abs/1912.08741 git.io/JJ0PV

English

Eric Arazo retweetledi

Diego Ortego@Diego_OrtegoH·16 Ara

Happy to announce that our paper "Towards Robust Learning with Different Label Noise Distributions" has been accepted as an oral presentation at @icpr2020milan. @ArazoEric @oconnorn @kevinmcguinness @insight_centre Paper: arxiv.org/abs/1912.08741 Code: git.io/JJ0PV

English

Eric Arazo retweetledi

Diego Ortego@Diego_OrtegoH·9 Ara

Interested in training DNNs with noisy labels? Check out our new work on Multi-Objective Interpolation Training to deal with synthetic and web noise. @ArazoEric Paul Albert @oconnorn @kevinmcguinness @insight_centre Paper: arxiv.org/abs/2012.04462 Code: git.io/JI40X

English

Eric Arazo retweetledi

Eduardo Fonseca@edfonseca_·25 Kas

🔊New paper out! "Unsupervised Contrastive Learning of Sound Event Representations". Work done with @Diego_OrtegoH We learn audio representations by contrasting differently augmented views of sound events. paper: arxiv.org/abs/2011.07616 code (soon): github.com/edufonseca/ucl… (1/5)

English

Eric Arazo@ArazoEric·22 Tem

We are happy to present our paper "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning" at #IJCNN202 at #WCCI2020 WCCI20. Come along (or e-mail us) if you want to know about some of the challenges of SSL (this evening from 8pm). Code: git.io/fjQsC

English

Eric Arazo@ArazoEric·18 Tem

"Training Neural Networks for and by Interpolation" Very clear explanation in the presentation: they propose a way of adapting the learning rate through training. I am looking forward to reading the paper more deeply.

English

Eric Arazo@ArazoEric·18 Tem

"Data-Efficient Image Recognition with Contrastive Predictive Coding" Nice insights on CPC and interesting experiments (especially with all the self-supervised approaches that are coming out these days).

English

Eric Arazo@ArazoEric·18 Tem

That's a good way of sharing papers @alexhdezgcia! I am glad of participating as a volunteer in #ICML2020 , I had the chance to help together with hundreds of volunteers in a great online event. I will leave here some of the papers I have been looking at.

Alex Hernandez-Garcia@alexhdezgcia

At #ICML2020 I have decided to focus on a small number of papers and really try to understand them and engage with the authors and other participants in the presentations. As opposed to trying to see a lot of posters. I will be posting here the most interesting papers I find.

English

Eric Arazo retweetledi

Kevin McGuinness@kevinmcguinness·13 Haz

If you are attending #ICML2019 and are interested in learning in the presence of label noise, come see our poster on "Unsupervised Label Noise Modeling and Loss Correction" arxiv.org/abs/1904.11238 this evening from 6:30pm. @oconnorn @ArazoEric @insight_centre

English

Eric Arazo@ArazoEric·9 May

Our upcoming #ICML2019 paper "Unsupervised Label Noise Modeling and Loss Correction" is now on arXiv arxiv.org/abs/1904.11238. New SoTA in CIFAR10/100 under high-levels of noise using Beta mixtures to model & correct losses. Code: git.io/fjsvE @oconnorn @kevinmcguinness

English

Eric Arazo retweetledi

Xavi Giró@DocXavi·30 May

It is official now: @BCN_ai is born. Long life to #BCNai !

English

Keşfet

@kevinmcguinness @oconnorn @insight_centre @CVPR @VistaMilk @teagasc @artboxhill @DocXavi