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mixture density network

18 papers

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Also known as

MDN

Co-occurring keywords

probabilistic modeling (852) neural network (6616) multimodal prediction (28) recurrent neural network (1790) mixture model (262) gaussian mixture model (389) object detection (2762) probabilistic regression (7) tsallis entropy (15) spatial regression (4)

Papers

BSAN: Behavioral State Attention Network for Modeling Mosquito Host-Seeking Behavior AAAI 2026
Predicting Real-World Penny Auction Durations by Integrating Game Theory and Machine Learning AAAI 2024
Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions AAAI 2024
GMDNet: A Graph-Based Mixture Density Network for Estimating Packages’ Multimodal Travel Time Distribution AAAI 2023
Learning Proposals for Practical Energy-Based Regression AISTATS 2022
Survival Mixture Density Networks MLHC 2022
Active Learning for Deep Object Detection via Probabilistic Modeling ICCV 2021
Probabilistic Discriminative Models address the Tactile Perceptual Aliasing Problem RSS 2021
Rich Prosody Diversity Modelling with Phone-Level Mixture Density Network INTERSPEECH 2021
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks CVPR 2020
Mixture Dense Regression for Object Detection and Human Pose Estimation CVPR 2020
A Spherical Convolution Approach for Learning Long Term Viewport Prediction in 360 Immersive Video AAAI 2020
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction CVPR 2019
Generating Multiple Hypotheses for 3D Human Pose Estimation With Mixture Density Network CVPR 2019
Maximum Causal Tsallis Entropy Imitation Learning NIPS 2018
Siri On-Device Deep Learning-Guided Unit Selection Text-to-Speech System INTERSPEECH 2017
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks EMNLP 2017
RNADE: The real-valued neural autoregressive density-estimator NIPS 2013