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Papers
A Discriminative Gaussian Mixture Model with Sparsity
ICLR 2021
A Theoretical Characterization of Semi-supervised Learning with Self-training for Gaussian Mixture Models
AISTATS 2021
Coresets for Time Series Clustering
NeurIPS 2021
Cross-Database Replay Detection in Terminal-Dependent Speaker Verification
Interspeech 2021
DecAug: Augmenting HOI Detection via Decomposition
AAAI 2021
Deep Conditional Gaussian Mixture Model for Constrained Clustering
NeurIPS 2021
Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series
AAAI 2021
GMAC: A Distributional Perspective on Actor-Critic Framework
ICML 2021
Improving Gaussian mixture latent variable model convergence with Optimal Transport
ACML 2021
Infinite Gaussian Mixture Modeling with an Improved Estimation of the Number of Clusters
AAAI 2021
LayoutTransformer: Scene Layout Generation With Conceptual and Spatial Diversity
CVPR 2021
Learning with semi-definite programming: statistical bounds based on fixed point analysis and excess risk curvature
JMLR 2021
LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection
AAAI 2021
MAP Adaptation Characteristics in Forensic Long-Term Formant Analysis
Interspeech 2021
Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model
EMNLP 2021
Multiscale Score Matching for Out-of-Distribution Detection
ICLR 2021
Open-Set Recognition with Gaussian Mixture Variational Autoencoders
AAAI 2021
Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models
CoNLL 2021
Probabilistic Discriminative Models address the Tactile Perceptual Aliasing Problem
RSS 2021
Rich Prosody Diversity Modelling with Phone-Level Mixture Density Network
Interspeech 2021
Self-Supervised Image Prior Learning With GMM From a Single Noisy Image
ICCV 2021
Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models
CVPR 2021
Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders
NeurIPS 2021
Size-Invariant Detection of Marine Vessels From Visual Time Series
WACV 2021
The Unexpected Deterministic and Universal Behavior of Large Softmax Classifiers
AISTATS 2021