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multimodal datum

29 papers

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multimodal learning (4645) large language model (13587) electronic health record (266) recurrent neural network (1790) representation learning (6206) dimensionality reduction (720) labeling speed (1) think-aloud protocol (1) urban datum (6) data pipeline (11)

Papers

Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs COLING 2025
Advancing Medical Multimodal Learning and Data Generation with Diffusion Model and LLM AAAI 2025
LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment EMNLP 2025
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning CVPR 2024
Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing AAAI 2024
GPT4MTS: Prompt-based Large Language Model for Multimodal Time-series Forecasting AAAI 2024
UIC NLP GRADS at SemEval-2024 Task 3: Two-Step Disjoint Modeling for Emotion-Cause Pair Extraction SEMEVAL 2024
UrbanDataLayer: A Unified Data Pipeline for Urban Science NIPS 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages EMNLP 2024
Connectivity-contrastive learning: Combining causal discovery and representation learning for multimodal data AISTATS 2023
RegBN: Batch Normalization of Multimodal Data with Regularization NIPS 2023
HOH: Markerless Multimodal Human-Object-Human Handover Dataset with Large Object Count NIPS 2023
StressID: a Multimodal Dataset for Stress Identification NIPS 2023
Using Multimodal Data and AI to Dynamically Map Flood Risk AAAI 2022
ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild NIPS 2022
POTATO: The Portable Text Annotation Tool EMNLP 2022
How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021
AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction IJCAI 2021
Learning Shared Subgraphs in Ising Model Pairs AISTATS 2021
Screening for Depressed Individuals by Using Multimodal Social Media Data AAAI 2021
Towards a Methodology Supporting Semiautomatic Annotation of HeadMovements in Video-recorded Conversations EMNLP 2021
Comparative Analysis of Think-Aloud Methods for Everyday Activities in the Context of Cognitive Robotics INTERSPEECH 2019
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach ACML 2018
iSurvive: An Interpretable, Event-time Prediction Model for mHealth ICML 2017
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network CVPR 2016