Mingtian Zhang
13 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (5)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(33)
π§¬
Topic Evolution
π
Century Club
(13)
ποΈ
Keyword Collector
(56)
π
Trend Setter
π₯
Unstoppable
(7)
Conferences
NIPS (6)
ICML (3)
AISTATS (2)
ICLR (1)
WACV (1)
Top co-authors
Keywords
spread divergence
(2)
probabilistic model
(2)
lossless compression
(2)
probabilistic modeling
(2)
manifold learning
(1)
density estimation
(1)
sequence modeling
(1)
facial animation
(1)
knowledge transfer
(1)
gaussian splatting
(1)
probability distribution
(1)
intrinsic dimension
(1)
gibbs sampling
(1)
independent components analysis
(1)
moment matching
(1)
amortized inference
(1)
adversarial attack
(1)
generative model
(1)
optimal transport
(1)
catastrophic forgetting
(1)
Papers
GaussianHeadTalk: Wobble-Free 3D Talking Heads with Audio Driven Gaussian Splatting
WACV 2026
Improving Probabilistic Diffusion Models With Optimal Diagonal Covariance Matching
ICLR 2025
Training Neural Samplers with Reverse Diffusive KL Divergence
AISTATS 2025
Active Preference Learning for Large Language Models
ICML 2024
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling
NIPS 2024
Constructing Semantics-Aware Adversarial Examples with a Probabilistic Perspective
NIPS 2024
Diffusive Gibbs Sampling
ICML 2024
Spread Flows for Manifold Modelling
AISTATS 2023
Moment Matching Denoising Gibbs Sampling
NIPS 2023
Generalization Gap in Amortized Inference
NIPS 2022
On the Out-of-distribution Generalization of Probabilistic Image Modelling
NIPS 2021
AFEC: Active Forgetting of Negative Transfer in Continual Learning
NIPS 2021
Spread Divergence
ICML 2020