C3 Digital Transformation Institute
C3 Digital Transformation Institute
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Re-Evaluating Open Source vs. Proprietary LLMs: Overlooked Challenges and Missed Opportunities
SPEAKER: Hao Peng is an assistant professor at the Department of Computer Science of the University of Illinois Urbana-Champaign. His research interest spans natural language processing and machine learning. His current interests primarily include making language AI more efficient and accessible, and evaluating and improving large-scale language models’ reasoning capabilities, factuality, and trustworthiness.
มุมมอง: 164

วีดีโอ

Sampling Diffusion Models in the Era of Generative AI
มุมมอง 357ปีที่แล้ว
SPEAKER: Morteza Mardani is a Senior Research Scientist at NVIDIA focusing on generative learning. Concurrently, he is a visiting researcher within the Electrical Engineering department at Stanford University. Morteza’s journey includes previous appointments as a postdoctoral researcher and research associate at Stanford, and visiting scholar at the RISE Lab at UC Berkeley. Morteza received his...
Large Language Models in Computational Biology - A Primer
มุมมอง 3.1Kปีที่แล้ว
SPEAKER: Shaoheng Liang is a computer scientist/bioinformatician and a Lane Fellow at Carnegie Mellon University in the Department of Computational Biology, working with Dr. Jian Ma. Before that, he worked at NuProbe USA, Inc., a company innovating cutting-edge sequencing solutions for disease detection. Liang earned his Ph.D. degree from Rice University, Department of Computer Science. Co-advi...
Bridging Data and Physics for Visual Content Creation in the 3D World
มุมมอง 114ปีที่แล้ว
SPEAKER: Shenlong Wang is an Assistant Professor in the Department of Computer Science at the University of Illinois Urbana-Champaign, specializing in computer vision and robotics. His research focuses on creating a digital replica of the world and simulating realistic new content to train and validate autonomous systems. Shenlong’s past work received the 2020 IROS Best Application Award Finali...
Lifting 2D Image Models to 3D
มุมมอง 337ปีที่แล้ว
SPEAKER: Greg Shakhnarovich is a professor at Toyota Technological Institute at Chicago (TTIC), a philanthropically-endowed academic computer science institute located on the University of Chicago campus. He received a BSc degree in Mathematics and Computer Science from Hebrew University, Jerusalem, in 1994, an MSc degree in Computer Science from the Technion, Haifa, in 2001, and a PhD degree i...
TBD: Towards aBridging Diffusion-models
มุมมอง 127ปีที่แล้ว
SPEAKER: Alex Schwing is an Associate Professor in the Department of Electrical and Computer Engineering at the University of Illinois Urbana-Champaign and affiliated with the Coordinated Science Laboratory and the Computer Science Department. Prior to that, he was a postdoctoral fellow in the Machine Learning Group at University of Toronto collaborating with Raquel Urtasun, Rich Zemel, and Rus...
On Theoretical Foundations of Diffusion Models
มุมมอง 176ปีที่แล้ว
SPEAKER: Maxim Raginsky received the B.S. and M.S. degrees in 2000 and the Ph.D. degree in 2002 from Northwestern University, all in Electrical Engineering. He has held research positions with Northwestern, the University of Illinois Urbana-Champaign (where he was a Beckman Foundation Fellow from 2004 to 2007), and Duke University. In 2012, he has returned to UIUC, where he is currently a Profe...
Generative AI and Mental Health
มุมมอง 390ปีที่แล้ว
SPEAKER: Logan Stapleton is a PhD student in Computer Science at the University of Minnesota and a member of GroupLens at University of Minnesota, advised by Profs. Haiyi Zhu and Steven Wu. His research studies how people use machine learning models in care work, such as child welfare and suicide prevention. Much of his work focuses on understanding how people are marginalized, discriminated ag...
All-in-One: Unifying Generative and Discriminative AI in the 4D Open World
มุมมอง 373ปีที่แล้ว
SPEAKER: Yuxiong Wang is an Assistant Professor in the Department of Computer Science at the University of Illinois Urbana-Champaign. He is also affiliated with the National Center for Supercomputing Applications (NCSA). He received a Ph.D. in robotics from Carnegie Mellon University. His research interests lie in computer vision, machine learning, and robotics, with a particular focus on few-s...
Deep Fakes and Generated and Manipulated Media: It is Real and Coming for our Society!
มุมมอง 52ปีที่แล้ว
Deep Fakes and Generated and Manipulated Media: It is Real and Coming for our Society!
Toward a Practical Theory of Deep Learning: Feature Learning in Infinitely Wide Networks
มุมมอง 183ปีที่แล้ว
Toward a Practical Theory of Deep Learning: Feature Learning in Infinitely Wide Networks
Replicating and Auditing Black-Box Language Models
มุมมอง 323ปีที่แล้ว
Replicating and Auditing Black-Box Language Models
Watch, Learn, Manipulate
มุมมอง 45ปีที่แล้ว
Watch, Learn, Manipulate
Mitigating Harms of GenAI using Adversarial Tools
มุมมอง 149ปีที่แล้ว
SPEAKER: Ben Zhao is a Neubauer Professor of Computer Science at University of Chicago. He completed his Ph.D. at UC Berkeley (2004) and B.S. from Yale (1997). He is a Fellow of the ACM, and a recipient of the NSF CAREER award, MIT Technology Review's TR-35 Award (Young Innovators Under 35), USENIX Internet Defense Prize, ComputerWorld Magazine's Top 40 Technology Innovators award, IEEE ITC Ear...
Panel Discussion - What Do The Successes of Generative AI Mean For AI In General?
มุมมอง 242ปีที่แล้ว
Moderator: Julia Hockenmaier (University of Illinois Urbana-Champaign) Panelists: Arindam Banerjee (University of Illinois Urbana-Champaign) Katie Driggs-Campbell (University of Illinois Urbana-Champaign) Mark Hasegawa-Johnson (University of Illinois Urbana-Champaign) Svetlana Lazebnik (University of Illinois Urbana-Champaign)
Opening Remarks
มุมมอง 105ปีที่แล้ว
SPEAKER: R. Srikant, University of Illinois Urbana-Champaign
What Do Image Generators “Know?”
มุมมอง 123ปีที่แล้ว
SPEAKER: David Forsyth (Fellow, IEEE) is the Fulton Watson Copp Chair in Computer Science at the University of Illinois Urbana-Champaign. He received the BSc and MSc degrees in electrical engineering from the University of the Witwatersrand, Johannesburg, and the MA and DPhil degrees from Oxford University. He has published more than 170 papers on computer vision, computer graphics, and machine...
Open Vocabulary Recognition with Large Text-to-Image Foundational Model
มุมมอง 75ปีที่แล้ว
SPEAKER: Shalini De Mello is a Director of Research, New Experiences at NVIDIA, where she leads a team on AI-Mediated Reality and Interaction research. Prior to this, she was a Distinguished Research Scientist in the Learning and Perception Research Group at NVIDIA, which she joined in 2013. Her research interests are in AI, computer vision, and digital humans. She is interested in how AI can r...
Algorithmic Systems in Education
มุมมอง 45ปีที่แล้ว
SPEAKER: Karrie Karahalios is an Assistant Professor of Computer Science at the University of Illinois Urbana-Champaign where she heads the Social Spaces Group. Her work focuses on the interaction between people and the social cues they perceive in networked electronic spaces. Of particular interest are interfaces for pubic online and physical gathering spaces such as chatrooms, cafes, parks, e...
Sewoong Oh: Do Meta-learning and Federated Learning Find Good Representations?
มุมมอง 8492 ปีที่แล้ว
Sewoong Oh: Do Meta-learning and Federated Learning Find Good Representations?
Richard Y. Zhang: Improved Adversarial Attacks and Certified Defenses via Nonconvex Relaxations
มุมมอง 3052 ปีที่แล้ว
Richard Y. Zhang: Improved Adversarial Attacks and Certified Defenses via Nonconvex Relaxations
Gauri Joshi: Tackling Computational and Data Heterogeneity in Federated Learning
มุมมอง 1.5K2 ปีที่แล้ว
Gauri Joshi: Tackling Computational and Data Heterogeneity in Federated Learning
Matching in Dynamic Environments
มุมมอง 942 ปีที่แล้ว
Matching in Dynamic Environments
Three Recent Algorithmic Works on Online and Matching-Based Market Design
มุมมอง 1642 ปีที่แล้ว
Three Recent Algorithmic Works on Online and Matching-Based Market Design
The Role of Data in Power System Operations
มุมมอง 1292 ปีที่แล้ว
The Role of Data in Power System Operations
Data, the Fundamental Particle of Economics
มุมมอง 932 ปีที่แล้ว
Data, the Fundamental Particle of Economics
Learning Product Rankings Robust to Fake Users
มุมมอง 762 ปีที่แล้ว
Learning Product Rankings Robust to Fake Users
Limits of an Information Intermediary in Auction Design
มุมมอง 632 ปีที่แล้ว
Limits of an Information Intermediary in Auction Design
From Offline Greedy Algorithms to Online Learning: Theory and Applications
มุมมอง 1022 ปีที่แล้ว
From Offline Greedy Algorithms to Online Learning: Theory and Applications
Measuring Under-Reporting and Differential Response in Resident Crowdsourcing
มุมมอง 582 ปีที่แล้ว
Measuring Under-Reporting and Differential Response in Resident Crowdsourcing

ความคิดเห็น

  • @summer.keys.writer
    @summer.keys.writer 21 วันที่ผ่านมา

    Fascinating stuff, thanks

  • @filipefigueira6889
    @filipefigueira6889 4 หลายเดือนก่อน

    amazing work

  • @zahramardani2637
    @zahramardani2637 7 หลายเดือนก่อน

    Great

  • @dm-jd5ut
    @dm-jd5ut 7 หลายเดือนก่อน

    perfect profoser

  • @yemenrhouma4951
    @yemenrhouma4951 7 หลายเดือนก่อน

    Hello thank you for this video is there a possibility to get the article ?

  • @vishhhaal
    @vishhhaal 8 หลายเดือนก่อน

    Bro I'm planning to do my master's in Cyber Security. Will this topic be helpful when I'm covering the syllabus?

  • @ngochieunguyen1845
    @ngochieunguyen1845 ปีที่แล้ว

    Thanks for sharing

  • @quonxinquonyi8570
    @quonxinquonyi8570 ปีที่แล้ว

    So so abstract

  • @heiispoon3017
    @heiispoon3017 ปีที่แล้ว

    Thank you for the video! Listening while working!

  • @thejll
    @thejll ปีที่แล้ว

    Interesting. Where can I read the work that lies behind the figures at about 12 min in?

  • @shortandsweet2767
    @shortandsweet2767 ปีที่แล้ว

    Insightful

  • @frankmclean5816
    @frankmclean5816 ปีที่แล้ว

    wondering how easy it is too disable these drones and take the packages . Africa a bad country for theft .

  • @MariaVlasiou
    @MariaVlasiou ปีที่แล้ว

    52:10 Hello TH-cam privacy :)

  • @mrarduino2977
    @mrarduino2977 ปีที่แล้ว

    Thanks for uploading this video, I always love a behind the scenes look with more Eng and Tech talk.

  • @ruanjiayang
    @ruanjiayang ปีที่แล้ว

    How to involve data variations caused by power flow change?

    • @slavrine
      @slavrine 5 หลายเดือนก่อน

      you can update the graph with a GNN. That would propagate these updates throughout it.

    • @ruanjiayang
      @ruanjiayang 5 หลายเดือนก่อน

      @@slavrine Very interesting ideas. From my understanding, an usable scenario is to detect wrong measurements like P, Q, U, phase of power flow, which is not uncommon in practice. But why not simply use traditional method like "state estimation" based on impedance models to detect unreasonable edge or node data?

  • @dimitri9772
    @dimitri9772 2 ปีที่แล้ว

    𝕡𝐫o𝕄o𝔰𝓶

  • @aadityaruikar3207
    @aadityaruikar3207 2 ปีที่แล้ว

    Predecting high resolution results using ML+ low resolution mesh seems interesting to me

  • @abundantharmony
    @abundantharmony 2 ปีที่แล้ว

    How do I get hired?

  • @chesscomsupport8689
    @chesscomsupport8689 2 ปีที่แล้ว

    So you're saying diversity is not a strength?

  • @ArmanAli-ww7ml
    @ArmanAli-ww7ml 2 ปีที่แล้ว

    Do we need historical data to represent our states for reinforcement learning agent?

  • @nxgrs74
    @nxgrs74 2 ปีที่แล้ว

    The Earth is cooler with the atmos/GHGs/albedo not warmer. To perform as advertised the GHGs require “extra” energy upwelling from the surface radiating as a black body. (th-cam.com/video/0Jijw7-YG-U/w-d-xo.html) The kinetic heat transfer processes of the contiguous atmos molecules render that scenario impossible. No greenhouse effect, no GHG warming, no man/CO2 driven climate change or Gorebal warming.

  • @felixbenavente568
    @felixbenavente568 2 ปีที่แล้ว

    Very positive and well proud of his company he will have big success for what he enjoy doing.

  • @stevensteven4863
    @stevensteven4863 2 ปีที่แล้ว

    These guys are inspiring many in Rwanda

  • @jamesgrimes4587
    @jamesgrimes4587 2 ปีที่แล้ว

    Guy seems like a Neo-Gastonist

  • @arowindahouse
    @arowindahouse 2 ปีที่แล้ว

    Nice!

  • @crwmdp9
    @crwmdp9 3 ปีที่แล้ว

    Bird strikes?

  • @SoumyadeepDuttaIISc
    @SoumyadeepDuttaIISc 3 ปีที่แล้ว

    Are the slides available anywhere for this workshop ? Thanks for any suggestions.

  • @classictremonti7997
    @classictremonti7997 3 ปีที่แล้ว

    I am a PhD candidate at the University of Kentucky, USA. I am interested in extending these ideas to power system distribution state estimation. Are you aware of any research in this area? If so, please let me know where I may find any papers and/or presentations in this area. So far I have applied feed forward fully connected multi-layer perceptron and convolutional neural networks. This discussion helps explain limitations of these two fully data driven approaches. Any information would be greatly appreciated! I will definitely be following your work going forward.

  • @classictremonti7997
    @classictremonti7997 3 ปีที่แล้ว

    Great discussion! Are slides available for this presentation?

    • @C3DTI
      @C3DTI 3 ปีที่แล้ว

      Thank you, glad you enjoyed the talk! The speaker's slides have not yet been posted, but they will be. Please check the workshop page of the C3.ai DTI website later: c3dti.ai/events/workshops/machine-learning-for-carbon-free-electricity/ Thanks!

  • @prescottshari5389
    @prescottshari5389 3 ปีที่แล้ว

    0aorp vun.fyi

  • @asabrandtr2944
    @asabrandtr2944 3 ปีที่แล้ว

    znh9l vum.fyi

  • @mckaylundtuttle7962
    @mckaylundtuttle7962 3 ปีที่แล้ว

    Stupid as all hell

  • @wayne8863
    @wayne8863 3 ปีที่แล้ว

    the first question is purely from a scoreboard chaser, she might believe Einstein should get GRT empirically proved before he can publish his work.

  • @maximliu
    @maximliu 3 ปีที่แล้ว

    Interesting presentatin! Where could I download the slides?

  • @jamesamari6388
    @jamesamari6388 3 ปีที่แล้ว

    HIV is a serious and recurring disease which can't be cured through drugs or injections by the American doctors but the best way to deal with HIV is NOT by taking natural herbs medicines but taking the Gammora Vaccine and Pills,and it's only few American, European and Arab doctors that know about this Gammora HIV Cure medicine from Dr Kurt Cullen from USA In partnership with Dr Oko-oboh I have read about Dr Oko-oboh the great doctor from African who can cure HIV with his powerful HIV medicine. for the people suffering from the following diseases HIV, Cancer,Hepatitis,Infections ETC should contact him for his herbal medicine because i am a living testimony and i was cured of HIV. Although, i sent him what he requested and he sent me his medicine which i took for 21 days and today when i went for test i was tested HIV negative. And you can also call/whats app him through His number:( +239150342309) or +1(904742-7471 he will help you out.Or you email Dr Oko-oboh now on doctorookooboh234@gmail.com .Rush Now and Get Urs. He also cured my Rosacea cause he noticed my redness on face. Email: doctorookooboh234@gmail.com

  • @КаримОсманов-л6я
    @КаримОсманов-л6я 3 ปีที่แล้ว

    İts sooo boreed.I'am never loss my time.

  • @yimaphd8750
    @yimaphd8750 3 ปีที่แล้ว

    A new complete manuscript about the presented work can be found: arxiv.org/abs/2105.10446

  • @b-e-l-u-s-h-i
    @b-e-l-u-s-h-i 3 ปีที่แล้ว

    Good presentation. THX

  • @genmillinkan
    @genmillinkan 3 ปีที่แล้ว

    Changing the world by unlocking endless impossibilities. Great work

  • @allwinaugustine
    @allwinaugustine 3 ปีที่แล้ว

    Great job!

  • @theolid5068
    @theolid5068 3 ปีที่แล้ว

    uhmm. uhmm

    • @OneAdam12Adam
      @OneAdam12Adam ปีที่แล้ว

      What have you contributed to the world other than passing methane gas as you sit at the computer screen? We'll all wait here as you gather your thoughts.... We're still waiting... And waiting... Yup. We didn't think you had anything to contribute. Feel better about yourself now?

  • @anthonymiclet3528
    @anthonymiclet3528 3 ปีที่แล้ว

    It's so inspiring! Go Zipline

  • @umeshjadhav3326
    @umeshjadhav3326 3 ปีที่แล้ว

    That's great work and technology.......

  • @jessegibson3548
    @jessegibson3548 4 ปีที่แล้ว

    Amazing and beautiful!!

  • @Blessed.90
    @Blessed.90 4 ปีที่แล้ว

    Awesome 👏🏽 information in this digital age 🥂👀

  • @nguyenngocly1484
    @nguyenngocly1484 4 ปีที่แล้ว

    You can throw sparse mutations at GPUs that have the full neural model and part of the training data each. Get the costs back and then send a global accept or reject message. There is not much data movement. Continuous Gray Code Optimization mutations are good. Anyway if you need very fast nets then fast-transform fixed_filter_bank nets are an option.

    • @HydeWars
      @HydeWars 4 ปีที่แล้ว

      OK thank you

  • @nguyenngocly1484
    @nguyenngocly1484 4 ปีที่แล้ว

    You can't get overfitting in large networks so easily. If one neuron over expresses that may correct errors related to one forward dot product but it will make the errors related to many other connected forward dot products worse. The training algorithm will stomp on the over expressing neuron. Hence no neuron can be exceptional and the search is limited to small subset of statictical solutions that require neurons to work in groups. You can see this very clearly in fast transform fixed-filter-bank neural networks.

  • @StephenCurryFans
    @StephenCurryFans 4 ปีที่แล้ว

    *C3 Digital Transformation Institute* Love it !!

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    @goodnessogun609 4 ปีที่แล้ว

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