Accelerating Batch Active Learning Using Continual Learning Techniques
Universal Graph Continual Learning
#forgetting #continual #Graphs
Con-Tinual Special Event: “Back to the Future”
I had a great time discussing the Back to the Future movies with Barbara Evers, A. L. Kaplan, Joshua Palmatier, Ian Randal Strock, and host James P. Nettles. Crank up your Delorean and get to 88 MPH and join the journey through time with Marty McFly and Doc Brown! You can view the video on Facebook or the ConTinual YouTube channel under the LIVE tab. #ConTinual #Fandom #BackToTheFuture #TimeTravel #SciFi #ClockTower Don't…
https://alkaplan.wordpress.com/2023/06/23/con-tinual-special-event-back-to-the-future/
#continual #fandom #backtothefuture #timetravel #SciFi #clocktower
It's hard to assess #Continual #Learning models and disentangle #hype from #progress, as the eval landscape is fragmented.
Even when learning from #MNIST to tiny #ImageNet (and back) #sota models tend to #catastrophic #forget a lot!
cc @ContinualAI
#continual #learning #hype #progress #mnist #imagenet #sota #catastrophic #forget
Continual Learning by Modeling Intra-Class Variation
Longhui Yu, Tianyang Hu, Lanqing HONG, Zhen Liu, Adrian Weller, Weiyang Liu
#continual #forgetting #memory
Spurious Features in Continual Learning
#memorization #forgetting #continual
On Sequential Bayesian Inference for Continual Learning
#forgetting #continual #bayesian