{"total":15,"rows":[{"id":"2209.03430","title":"Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions","created":"2022-09-07","cited_by_count":116,"area":null},{"id":"2211.08701","title":"Interpretable Self-Aware Neural Networks for Robust Trajectory Prediction","created":"2022-11-16","cited_by_count":22,"area":null},{"id":"2104.12446","title":"Heterogeneous-Agent Trajectory Forecasting Incorporating Class Uncertainty","created":"2021-04-26","cited_by_count":19,"area":null},{"id":"2307.05772","title":"Random-Set Neural Networks (RS-NN)","created":"2023-07-11","cited_by_count":19,"area":null},{"id":"2110.03267","title":"Propagating State Uncertainty Through Trajectory Forecasting","created":"2021-10-07","cited_by_count":17,"area":null},{"id":"2112.00298","title":"Exploring Social Posterior Collapse in Variational Autoencoder for Interaction Modeling","created":"2021-12-01","cited_by_count":11,"area":null},{"id":"2109.02173","title":"Multi-Agent Variational Occlusion Inference Using People as Sensors","created":"2021-09-05","cited_by_count":10,"area":null},{"id":"2310.18681","title":"DySurv: dynamic deep learning model for survival analysis with conditional variational inference","created":"2023-10-28","cited_by_count":9,"area":null},{"id":"2110.14182","title":"Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models","created":"2021-10-27","cited_by_count":6,"area":null},{"id":"2406.01189","title":"MultiMax: Sparse and Multi-Modal Attention Learning","created":"2024-06-03","cited_by_count":5,"area":null},{"id":"2608.10398","title":"ELVAE: Evidential Learning-Based Variational Autoencoder for Uncertainty-Aware Generation","created":"2026-08-11","cited_by_count":3,"area":null},{"id":"2108.02658","title":"Sparse Communication via Mixed Distributions","created":"2021-08-05","cited_by_count":2,"area":null},{"id":"2205.01324","title":"Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies","created":"2022-05-03","cited_by_count":2,"area":null},{"id":"2404.18976","title":"Foundations of Multisensory Artificial Intelligence","created":"2024-04-29","cited_by_count":1,"area":null},{"id":"2608.02938","title":"When Should Graph Attention Be Sparse? Learning a Per-Edge Tsallis Index","created":"2026-08-03","cited_by_count":1,"area":null}],"next_cursor":null}