Evidential Sparsification of Multimodal Latent Spaces in Conditional
Variational Autoencoders

Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders

19 October 2020

Ransalu Senanayake

Mykel J. Kochenderfer

Papers citing "Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders"

8 / 8 papers shown

Title
Interpretable Self-Aware Neural Networks for Robust Trajectory Prediction Masha Itkina Mykel J. Kochenderfer EDL UQCV 26 26 0 16 Nov 2022
Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies Alon Berliner Guy Rotman Yossi Adi Roi Reichart Tamir Hazan BDL DRL 24 4 0 03 May 2022
Exploring Social Posterior Collapse in Variational Autoencoder for Interaction Modeling Chen Tang Wei Zhan Masayoshi Tomizuka DRL 31 19 0 01 Dec 2021
Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models Phil Chen Masha Itkina Ransalu Senanayake Mykel J. Kochenderfer 36 6 0 27 Oct 2021
Propagating State Uncertainty Through Trajectory Forecasting Boris Ivanovic Yifeng Lin Shubham Shrivastava Punarjay Chakravarty Marco Pavone 78 18 0 07 Oct 2021
Multi-Agent Variational Occlusion Inference Using People as Sensors Masha Itkina Ye-Ji Mun Katherine Driggs-Campbell Mykel J. Kochenderfer 37 25 0 05 Sep 2021
Heterogeneous-Agent Trajectory Forecasting Incorporating Class Uncertainty Boris Ivanovic Kuan-Hui Lee P. Tokmakov Blake Wulfe R. McAllister Adrien Gaidon Marco Pavone 22 35 0 26 Apr 2021
Language as a Latent Variable: Discrete Generative Models for Sentence Compression Yishu Miao Phil Blunsom 201 223 0 23 Sep 2016