Calgary ML Lab @UCalgaryML
University of Calgary Machine Learning Lab calgaryml.com Calgary, AB Joined June 2021-
Tweets13
-
Followers42
-
Following43
-
Likes35
@UCalgaryML will be at #ICML2025 in Vancouver🇨🇦 next week: our lab has 6 different works being presented by 5 students across both the main conference & 6 workshops! We are also recruiting fully-funded ML PhD/MSc students🧑🎓If attending, reach out to me on Whova app to meet 📅
1/10 🧵 🔍Can weight symmetry provide insights into sparse training and the Lottery Ticket Hypothesis? 🧐We dive deep into this question in our latest paper, "Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight Symmetry", accepted at #ICML2025
I'm proud that the @UCalgaryML lab will have 6 different works being presented by 6 students across #NeurIPS2024, in workshops (@unireps, @WiMLworkshop, MusiML) and the main conference! 🎉 Hope to see you at our posters/talks 🤓, full schedule at calgaryml.com 🧵(1/4)
For more details, check out our full paper … 👇🏼 🔗: neurips.cc/virtual/2024/1… Joint work w/ @adnan_ahmad1306, @EkanshSh, and @yanii from @VectorInst and @UCalgary. Visit our poster session on Dec 14 at #NeurIPS2024! 👋🏻 Supported by: @UCalgaryML (6/6)
Really excited to be presenting this work from my lab at the @NeurIPSConf 2024 @unireps workshop! 🎉 If you are at NeurIPS and interested in the Lottery Ticket Hypothesis/sparse training, don’t miss our poster on Sat Dec 14th, 3:45-5:00 PM 🖼️🤓 @UCalgaryML @VectorInst
Really excited to be presenting this work from my lab at the @NeurIPSConf 2024 @unireps workshop! 🎉 If you are at NeurIPS and interested in the Lottery Ticket Hypothesis/sparse training, don’t miss our poster on Sat Dec 14th, 3:45-5:00 PM 🖼️🤓 @UCalgaryML @VectorInst
Congratulations @adnan_ahmad1306 on receiving the @RBCBorealis Fellowship! Adnan is a PhD student in the @UCalgaryML lab at @SchulichENGG/@UCalgary, and @VectorInst, co-supervised by @rahulgk.
Congratulations @adnan_ahmad1306 on receiving the @RBCBorealis Fellowship! Adnan is a PhD student in the @UCalgaryML lab at @SchulichENGG/@UCalgary, and @VectorInst, co-supervised by @rahulgk.
Happy to share our work on Knowledge Distillation temperature🌡️ and fairness⚖️. Must-read for AI practitioners given the prevalence of distilled models! KD is crucial in deploying AI, e.g. limited hardware, real-time applications 🙏@sarahookr @mikelasby for feedback! @UCalgaryML
Happy to share our work on Knowledge Distillation temperature🌡️ and fairness⚖️. Must-read for AI practitioners given the prevalence of distilled models! KD is crucial in deploying AI, e.g. limited hardware, real-time applications 🙏@sarahookr @mikelasby for feedback! @UCalgaryML
"Dynamic Sparse Training with Structured Sparsity" (openreview.net/forum?id=kOBkx…) was accepted at ICLR 2024! DST methods learn state-of-the-art sparse masks, but accelerating DNNs with unstructured masks is difficult. SRigL learns structured masks, improving real-world CPU/GPU timings
I’m excited to share that I’ve received an Amazon Research Award for my proposal "Addressing Catastrophic Forgetting with Dynamic Sparse Training" at @UCalgaryML/@UCalgary! Learn more about the program on the @AmazonScience website: amzn.to/ara-fall-winte… #AmazonResearchAwards
I was happy to recently be informed my 2022 DG proposal was also awarded a @NSERC_CRSNG and @NationalDefence DND Discovery Grant Supplement — one of only 20 awarded nationally — to further support and accelerate research at @UCalgaryML! #DiscoveryGrants #NSERCsupport #CdnSci
Key takeaways: - Initialization is important for older NNs: use sparsity aware init. - For modern NNs, init doesn't matter: improving gradient flow during training helps (i.e. RigL) - Lottery tickets work since they re-locate the pruning solutions.
Key takeaways: - Initialization is important for older NNs: use sparsity aware init. - For modern NNs, init doesn't matter: improving gradient flow during training helps (i.e. RigL) - Lottery tickets work since they re-locate the pruning solutions.
Work recently published by our close collaborators Drs. @marianapbento and @richardfrayneca! Deep Learning in Large and Multi-Site Structural Brain MR Imaging Datasets frontiersin.org/article/10.338…
Join us for our #AAAI2022 *Oral Presentation* of our paper on Sparse DNN training: "Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win" tomorrow (Feb 24) @ 10:30-11:45am PST! Poster at 8:45-10:30am/Feb 27 4:45-6:30pm. Work with @utkuevci, @ynd, @cem_keskin_.
π @c09x314
116 Followers 669 Following Learning #π=3.14 @sjtu1896🦶 & @NYCU_official🦊ㅣ🧐PhDingㅣ Re-Searching 🧋 ℂre＋𝔾ener-𝖆𝖙e AI 4⃣️ @Pixar 👾 @$AIL 🐌ㅣ 𝙵𝙾𝙼𝙾-𝚒𝚗𝚐 2 🖖🏻
Samarth Agarwal @Samarth19980109
72 Followers 274 Following
Kuaternion @Kuaternion
248 Followers 6K Following
edeegoo @douebs
232 Followers 6K Following algorithm, complexity, tcs, mma, history, politics. bust brainless CEOs/VCs/prof.s. NYU alumni.
Fredrik K. Gustafsson @fregu856
843 Followers 4K Following Postdoc at IBME in Oxford. Machine learning for healthcare. I'm more active on https://t.co/vwXdiYvHig.
jimcaptain @d_kapetanios
166 Followers 7K Following
Ayyuce Demirbas 🍀 @demirbasayyuce
656 Followers 2K Following Machine Learning Engineer & Published Researcher, BSc in Computer Engineering | PhD Student (soon), GSoC @TensorFlow, Google Dev Expert in ML
Asim Zahid @MrAsimZahid
245 Followers 1K Following Research Scientist 🥼, @kaggle Expert, Ambassador @AWS_Edu, Former DSC Lead @GoogleDevs,
ilyass jai @JaiIlyass
10 Followers 472 Following
Muhammad Athar Ganaie @matharg7
16 Followers 246 Following
kolergy @kolergy
174 Followers 3K Following Test early, physics always win at the end... Machine learning is changing the world! Be prepared
Jinen Setpal @48bitmachine
477 Followers 3K Following PhD student @PurdueECE, researching deep learning optimization theory and intrinsic interpretability. I love open source. @jinen:https://t.co/W0XuIlDIe9
Mauro Camara Escudero @MauroCamaraE
389 Followers 2K Following Statistical Machine Learning, Dancing, Basketball & Cooking 🎈
Thang Chu @ThangChu77
122 Followers 1K Following MSc. student @UAlberta. Interested in theoretical RL/ML | https://t.co/vUc9DmE44y
Meowdy! @KianaKzn
236 Followers 528 Following Just an ordinary hooman next-door and a pro at social distancing who also happens to be a meowsician.
RisChinwe @ChinweRis93119
0 Followers 22 Following Real estate professional. I love meeting and connecting with people
Mike Lasby @mikelasby
115 Followers 381 Following Machine learning researcher, engineer, & enthusiast | PhD Candidate at UofC | When I'm not at the keyboard, I'm outside hiking, biking, or skiing.
Siddharth Joshi @sjoshi804
1K Followers 2K Following ML PhD at @UCLA under @baharanm | Data Curation for Efficient & Robust SSL @datologyai | Prev @MSFTResearch, @Cisco Research, @Microsoft
Rohan Jain @JainRohan16
189 Followers 524 Following • MSc in ML @UCalgary, ML Researcher @ml_collective • Prev: Math + CS @UofT
Sue Mylde @missusem
1K Followers 3K Following Mrs. M. Coding & Math Jr High Teacher @RundleCollege Educator. Mom. Wife. Being different hasn't stopped me yet. #intersectional #TEDxSpeaker #ISTECert
Kalhan Boralessa @KalhanML
511 Followers 1K Following PhD student in Robotics and AI @NottmTrentUni #MachineLearning #Robotics #ROS2 #Gazebo #Python 👨💻
Gouri Ginde (Deshpand... @GouriGinde
96 Followers 193 Following Assistant Professor/Former SE/Researcher/A mother/Gardener/Amateur Artist/Foodie
BioNet @BionetCanada
736 Followers 2K Following BioNet connects omics and bioinformatics scientists in Western Canada. Find us at 🦋 https://t.co/RHzPGJzpR8
Chinwe @ChinweCC
9 Followers 94 Following Author of Indelible Mark Click here to read 👇 https://t.co/ILBc0OmXPd… https://t.co/PWi89os5lU…
Benjamin Tan @ichthys101
175 Followers 413 Following Assistant Professor at UCalgary, journeyed via NYU and the University of Auckland (Aotearoa). He/him. Former muso. Working it out as I go
Mohammed Adnan @adnan_ahmad1306
336 Followers 2K Following PhD student @ UofC / Vector Institute; Previously: MLRG, University of Guelph | UWaterloo | IIT G Alumnus
Roberto Souza (he/him... @Roberto54034061
74 Followers 83 Following Assistant Professor of image processing and machine learning at the University of Calgary. Open science enthusiast! Father of Jorge and Luis.
Yani Ioannou @yanii
801 Followers 696 Following Schulich Research Chair & Assistant Professor, Calgary ML Lab (@UCalgaryML), PhD U. Cambridge. Sparse Neural Networks/Efficient Deep Learning. 🇨🇦🇬🇧🇨🇾
utku @utkuevci
2K Followers 789 Following Researcher @GoogleDeepMind. I tweet about recent research around training of neural networks, my opinions and rand(). ...üstü kalsın
University of Calgary... @CalgaryAI
52 Followers 35 Following Our mission is to develop high-impact research in AI, train the next generation of AI leaders and researchers, and give back to the local community in Calgary.
mariana bento (she/he... @marianapbento
31 Followers 21 Following Assistant Professor in the BME department of the University of Calgary. Thoughts are my own.
AI2Lab @lab_ai2
124 Followers 236 Following Advanced Imaging and Artificial Intelligence Lab. We support Open Science (https://t.co/OoAVzbVie9)!
Eleni Triantafillou @Eleni30fillou
2K Followers 673 Following Research scientist at Google DeepMind. Ph.D. in Machine Learning from the University of Toronto / Vector Institute. @[email protected]
Zahra Abbasi (She/her... @zabbasiUC
166 Followers 104 Following Professor | Foodie👩🍳 | Plant parent 🪴 | Tweets are my personal opinion
Muhammad Athar Ganaie @matharg7
16 Followers 246 Following
Sue Mylde @missusem
1K Followers 3K Following Mrs. M. Coding & Math Jr High Teacher @RundleCollege Educator. Mom. Wife. Being different hasn't stopped me yet. #intersectional #TEDxSpeaker #ISTECert
Gouri Ginde (Deshpand... @GouriGinde
96 Followers 193 Following Assistant Professor/Former SE/Researcher/A mother/Gardener/Amateur Artist/Foodie
Rohan Jain @JainRohan16
189 Followers 524 Following • MSc in ML @UCalgary, ML Researcher @ml_collective • Prev: Math + CS @UofT
Siddharth Joshi @sjoshi804
1K Followers 2K Following ML PhD at @UCLA under @baharanm | Data Curation for Efficient & Robust SSL @datologyai | Prev @MSFTResearch, @Cisco Research, @Microsoft
Benjamin Tan @ichthys101
175 Followers 413 Following Assistant Professor at UCalgary, journeyed via NYU and the University of Auckland (Aotearoa). He/him. Former muso. Working it out as I go
Mohammed Adnan @adnan_ahmad1306
336 Followers 2K Following PhD student @ UofC / Vector Institute; Previously: MLRG, University of Guelph | UWaterloo | IIT G Alumnus
UCalgary Libraries an... @UCalgaryLibrary
2K Followers 232 Following News and updates from the University of Calgary Libraries (TFDL, Business, Doucette, Gallagher, Health Sciences, High Density, Law) #UCalgaryLibrary
Taylor Institute for ... @UCalgary_TI
2K Followers 567 Following Committed to better understanding and improving student learning in post-secondary education.
CIFAR @CIFAR_News
17K Followers 2K Following Convening the world’s most brilliant people to advance transformative knowledge and solve humanity’s biggest problems, together. FR: @nouvelles_CIFAR
Roberto Souza (he/him... @Roberto54034061
74 Followers 83 Following Assistant Professor of image processing and machine learning at the University of Calgary. Open science enthusiast! Father of Jorge and Luis.
U of Guelph MLRG @uoguelph_mlrg
305 Followers 129 Following Machine Learning Research Group at @uofg and @VectorInst. We like deep learning, generative models, computer vision and hardware accelerators.
Mila - Institut québ... @Mila_Quebec
34K Followers 549 Following Le plus grand centre de recherche universitaire en apprentissage profond. The largest academic research center in deep learning. 🦋@mila-quebec.bsky.social
Vector Institute @VectorInst
29K Followers 543 Following The Vector Institute is dedicated to AI, excelling in machine & deep learning research. AI-generated content will be disclosed. FR: @InstitutVecteur
Amii @AmiiThinks
8K Followers 608 Following Amii – the #Alberta Machine Intelligence Institute – advances leading-edge #AI & #ML research and translates scientific advancement into industry adoption
Mike Lasby @mikelasby
115 Followers 381 Following Machine learning researcher, engineer, & enthusiast | PhD Candidate at UofC | When I'm not at the keyboard, I'm outside hiking, biking, or skiing.
Behnam Neyshabur @bneyshabur
29K Followers 858 Following Research @AnthropicAI (Co-lead Discovery team) 💼 Past: Gemini @GoogleDeepMind (Co-led Blueshift team) 🧠 LLM Reasoning / AI Scientist 🎒Traveling & Backpacking
Nayan Saxena @SaxenaNayan
3K Followers 2K Following Teaching machines how to think, express, and create – one model at a time. https://t.co/Myd0l6JD0Q
Sepp Hochreiter @HochreiterSepp
14K Followers 376 Following Pioneer of Deep Learning and known for vanishing gradient and the LSTM.
Yani Ioannou @yanii
801 Followers 696 Following Schulich Research Chair & Assistant Professor, Calgary ML Lab (@UCalgaryML), PhD U. Cambridge. Sparse Neural Networks/Efficient Deep Learning. 🇨🇦🇬🇧🇨🇾
City of Calgary @cityofcalgary
315K Followers 126 Following Official City of Calgary local government Twitter account. Keep up with City news, services, programs, events and more. Not monitored 24/7.
ML Collective @ml_collective
14K Followers 42 Following We are an independent nonprofit organization that believes collaboration opportunities and research training should be openly accessible and free.
#CVPR2025 @CVPR
49K Followers 330 Following Official account for IEEE/CVF Conference on Computer Vision & Pattern Recognition. Hosted by @deblinaforAI @jbhaurum & @CSProfKGD
UCalgary GSA @GSACalgary
2K Followers 662 Following Representing the collective voice of grad students at UCalgary Ensuring needed services, communities, advocacy & growth opportunities are available
Schulich Engineering @SchulichENGG
5K Followers 2K Following University of Calgary's Schulich School of Engineering is located in the engineering capital of Canada. We are innovators in engineering research & education.
U Calgary @UCalgary
67K Followers 807 Following Official X/Twitter account of the University of Calgary. #UCalgary #GoDinos
Trevor Gale @Tgale96
1K Followers 283 Following Research Scientist @ Google DeepMind | PhD Candidate @ Stanford CS
Sameh Khamis @sameh_khamis
464 Followers 837 Following Co-Founder, Research Scientist @GetRembrand | #ComputerVision #ML #Graphics. Ex @nvidia, @Google, @MSFTResearch. Opinions are my own (if I ever tweet).
Simon Kornblith @skornblith
3K Followers 953 Following researcher/engineer @AnthropicAI | former @GoogleDeepMind @mitbrainandcog @zotero | @[email protected]
utku @utkuevci
2K Followers 789 Following Researcher @GoogleDeepMind. I tweet about recent research around training of neural networks, my opinions and rand(). ...üstü kalsın
Sara Hooker @sarahookr
49K Followers 9K Following I lead @Cohere_Labs. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, ML reliability. Changing spaces where breakthroughs happen.
Jonathan Frankle @jefrankle
20K Followers 729 Following Chief AI Scientist @databricks via MosaicML.
Rosanne Liu @savvyRL
46K Followers 1K Following (On mat leave.) Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS.
Kosta Derpanis @CSProfKGD
68K Followers 197 Following #CS Assoc Prof @YorkUniversity, #ComputerVision Scientist Samsung #AI, @VectorInst Faculty Affiliate, TPAMI AE, @ELLISforEurope Member #ICCV2025 Publicity Chair
University of Calgary... @CalgaryAI
52 Followers 35 Following Our mission is to develop high-impact research in AI, train the next generation of AI leaders and researchers, and give back to the local community in Calgary.
mariana bento (she/he... @marianapbento
31 Followers 21 Following Assistant Professor in the BME department of the University of Calgary. Thoughts are my own.
AI2Lab @lab_ai2
124 Followers 236 Following Advanced Imaging and Artificial Intelligence Lab. We support Open Science (https://t.co/OoAVzbVie9)!Trends for United States
You might like
