Zhisheng Xiao
7 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Cross-Pollinator (13) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
NIPS (3)
ICLR (2)
CVPR (1)
ECCV (1)
Top co-authors
Keywords
generative model
(4)
diffusion model
(2)
one-step generation
(2)
knowledge distillation
(1)
model distillation
(1)
expectation maximization
(1)
text-to-image generation
(1)
markov chain monte carlo
(1)
maximum likelihood
(1)
density ratio estimation
(1)
variational autoencoder
(1)
energy-based model
(1)
out-of-distribution detection
(1)
latent space
(1)
generative adversarial network
(1)
noise contrastive estimation
(1)
gan objective
(1)
image generation
(1)
likelihood regret
(1)
variational inference
(1)
Papers
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs
CVPR 2024
EM Distillation for One-step Diffusion Models
NIPS 2024
MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices
ECCV 2024
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs
ICLR 2022
Adaptive Multi-stage Density Ratio Estimation for Learning Latent Space Energy-based Model
NIPS 2022
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models
ICLR 2021
Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder
NIPS 2020