Grad Student at @NUSComputing, Lecturer at @cse_uom, Research interests - Interpretable Deep Learning, From @LK
Sri Lanka
Joined February 2012
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If interested please forward your CV to sandarekaw@cse.mrt.ac.lk
The MSc in DS & AI is designed to provide practicing professionals having an engineering/science background with in-depth technical knowledge and exposure to emerging and niche topics in data science and AI.
Apply by 12th Sep 2022
More details - postgrad.cse.uom.lk.
Have you not registered yet for the workshop on Trustworthy ML? Limited seats left. Register NOW.
Registration is FREE, and the workshop is conducted ONLINE.
Reg link -forms.gle/fC7Q7quym5AJbqhKA
More details: trustworthyml-workshop.githu…
#trustworthyml #MachineLearning
Register NOW for the workshop on Trustworthy ML. We have secured a panel of experts from different sub-fields of Trustworthy ML.
Registration is FREE and limited seats are available.
Reg link -forms.gle/QB2qLd89qdjRka3j8
More details: trustworthyml-workshop.githu…
Participated @AnitaB_org Speed Mentoring Event for the second time as a mentor. As always had a lovely time.
#mentoring #contributingback #anitab_org
It was my pleasure to give a talk at #SEAIS 2022 on Troubleshooting #DNNs using Explanations.
SEAIS aims to bring together numerous experts from various user domains and disciplines to advance the linkage of SE, AI, and Security.
SEAIS - formal-analysis.com/seais/20…
#ExplainableAI
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I successfully defended my Ph.D. Thesis yesterday (14th Feb 2022).
Here is a recording of the thesis presentation.
Thesis title - Explaining and Improving DNNs via Concept-based Explanations
#explainableai #xai #deeplearning #dnns #nus #soc
youtu.be/RqCbFlQCKco via @YouTube
Nicely explained!
I get a lot of reviews that say my work is not novel and I bet I'm not alone. It's always frustrating because I see novelty where the reviewer doesn't. Rather than rebut every critique, I've written a blog post to help reviewers think about novelty. perceiving-systems.blog/en/n…
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Kudos to the organizers of #xai4debuggingworkshop @ #NeurIPS2021 for offering a great set of invited talks by @hima_lakkaraju, @julius_adebayo, @jacobandreas, @aholzin, and @shixia_snoopy 👏
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Would be very interesting. 👌
What can we learn from the decade of history of ImageNet? Are we done with ImageNet? What will be the future of ImageNet-based vision researches?
We organize the workshop on ImageNet: past, present, and future for answering the questions!
sites.google.com/view/imagen…
Speakers:
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Pleasure is mine 😃
#WiML2021 would like to thank our volunteers and supervolunteers @mennatullahSiam @linylinx @MandyZong @Julythe17th @SharvVadgama @silviapaglia @liyue_shen @disha_shur @naitisb @wsanda89 @PriyaBannur @nicemakr and others for their amazing effort in putting the workshop together!
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@WiMLworkshop 3 Sponsor Expo is happing now. You can visit @DEShawResearch, @DeepMind @GRESEARCHjobs, and @nvidia there now.
#WiML2021 #NeurIPS2021
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It's my pleasure to contribute to #WiML2021 co-located with #NeurIPS2021 as a super-volunteer. @WiMLworkshop 3 is happening now and the next line-up is poster session 2, invited talk by @adri_romsor and contributed talk by @chentian_jiang. Come and join us.
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Today (10 Dec 2021), I will be presenting our paper "Explanation-based Data Augmentation for Image Classification" at #neurips2021.
Paper - openreview.net/pdf?id=Ydlco-…
Talk - recorder-v3.slideslive.com/#…
#xai #DeepLearning #ImageClassification #DataAugmentation
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It's amazing to see how India is already using AI for the public good. Interesting talk by Vivek Raghavan @vivek_raghavan at #MLinIndia social at #NeurIPS2021
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My little contributions to the community are being recognized.
I am recognized as one of the top 5 outstanding reviewers for #xai4debuggingworkshop @ #NeurIPS2021
Workshop website - xai4debugging.github.io/
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