New Submissions to TMLR · @tmlrsub
206 followers · 752 posts · Server sigmoid.social
Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling
#autoencoders #sampling #sampler
New Submissions to TMLR · @tmlrsub
205 followers · 741 posts · Server sigmoid.social
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations
#autoencoders #autoencoder #ImageNet
New Submissions to TMLR · @tmlrsub
199 followers · 709 posts · Server sigmoid.social
Variational Classification
#softmax #adversarial #autoencoders
Kenny Smith · @kennysmith
116 followers · 2332 posts · Server mstdn.social"What will happen to GPT-{n} once LLMs contribute much of the language found online? We find that use of model-generated content in training causes irreversible defects in the resulting models, where tails of the original content distribution disappear. ... We demonstrate that it has to be taken seriously if we are to sustain the benefits of training from large-scale data scraped from the web."
#LLM #GPT #ChatGPT #AutoEncoders #MachineLearning #ComputerScience #Research
#Research #computerscience #MachineLearning #autoencoders #chatgpt #gpt #LLM
Published papers at TMLR · @tmlrpub
519 followers · 431 posts · Server sigmoid.social
The Robustness Limits of SoTA Vision Models to Natural Variation
Mark Ibrahim, Quentin Garrido, Ari S. Morcos, Diane Bouchacourt
Action editor: Dumitru Erhan.
New Submissions to TMLR · @tmlrsub
180 followers · 579 posts · Server sigmoid.social
Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation
#autoencoders #mixdvae #mixture
Published papers at TMLR · @tmlrpub
511 followers · 346 posts · Server sigmoid.social
Integrating Bayesian Network Structure into Residual Flows and Variational Autoencoders
Jacobie Mouton, Rodney Stephen Kroon
#autoencoders #generative #flow
New Submissions to TMLR · @tmlrsub
160 followers · 373 posts · Server sigmoid.social
The Robustness Limits of SoTA Vision Models to Natural Variation
JMLR · @jmlr
638 followers · 160 posts · Server sigmoid.social
'Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data', by Shaowu Pan, Steven L. Brunton, J. Nathan Kutz.
http://jmlr.org/papers/v24/22-0365.html
#shapenet #autoencoders #flow
Published papers at TMLR · @tmlrpub
495 followers · 210 posts · Server sigmoid.social
Sparse Coding with Multi-layer Decoders using Variance Regularization
Katrina Evtimova, Yann LeCun
#autoencoders #sparse #sparser
Published papers at TMLR · @tmlrpub
495 followers · 208 posts · Server sigmoid.social
Improving the Trainability of Deep Neural Networks through Layerwise Batch-Entropy Regularization
David Peer, Bart Keulen, Sebastian Stabinger, Justus Piater, Antonio Rodriguez-sanchez
New Submissions to TMLR · @tmlrsub
155 followers · 325 posts · Server sigmoid.social
Integrating Bayesian Network Structure into Normalizing Flows and Variational Autoencoders
#autoencoders #generative #flow
JMLR · @jmlr
598 followers · 102 posts · Server sigmoid.social
'Cauchy–Schwarz Regularized Autoencoder', by Linh Tran, Maja Pantic, Marc Peter Deisenroth.
http://jmlr.org/papers/v23/21-0681.html
#autoencoders #autoencoder #generative
#autoencoders #autoencoder #generative
gaby_wald · @gaby_wald
70 followers · 16249 posts · Server framapiaf.org#DZone #AIZone "6 Important Types of Neural Networks" #AI #MachineLearning #FeedForward #convolutionnal #recurrent #transformers #GenerativeAdversial #AutoEncoders ... https://dzone.com/articles/six-types-of-neural-networks-you-need-to-know-abou
#dzone #aizone #ai #machinelearning #FeedForward #convolutionnal #recurrent #transformers #GenerativeAdversial #autoencoders
gaby_wald · @gaby_wald
74 followers · 16277 posts · Server framapiaf.org#DZone #AIZone "6 Important Types of Neural Networks" #AI #MachineLearning #FeedForward #convolutionnal #recurrent #transformers #GenerativeAdversial #AutoEncoders ... https://dzone.com/articles/six-types-of-neural-networks-you-need-to-know-abou
#autoencoders #GenerativeAdversial #transformers #recurrent #convolutionnal #FeedForward #machinelearning #ai #aizone #dzone