conftrace_

time-series classification

17 papers

Explore in graph

Co-occurring keywords

time series classification (97) representation learning (6206) neural network (6616) foundation model (735) time warping (8) adversarial training (1262) domain adaptation (4595) patient risk stratification (4) hospital-acquired infection (1) risk processes (1)

Papers

TGCD: A Framework for Generalized Category Discovery in Time-Series Data AAAI 2026
Leveraging Deep Learning to Shed Light on Tones of an Endangered Language: A Case Study of Moklen ACL 2024
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations NIPS 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024
Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data AAAI 2024
EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography NIPS 2024
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification NIPS 2024
Semi-supervised Meta-learning for Multi-source Heterogeneity in Time-series Data MLHC 2023
Probabilistic Imputation for Time-series Classification with Missing Data ICML 2023
Learnable Path in Neural Controlled Differential Equations AAAI 2023
Time-Incremental Learning of Temporal Logic Classifiers Using Decision Trees L4DC 2023
CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract) IJCAI 2023
Know Your Enemy: Identifying Adversarial Behaviours in Deep Reinforcement Learning Agents (Student Abstract) AAAI 2023
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis AAAI 2022
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping CVPR 2019
Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task NIPS 2012