Oral "temporal dependencies" Papers
10 papers found
Conference
Bidirectional Decoding: Improving Action Chunking via Guided Test-Time Sampling
Yuejiang Liu, Jubayer Hamid, Annie Xie et al.
ICLR 2025oralarXiv:2408.17355
7
citations
Going Beyond Static: Understanding Shifts with Time-Series Attribution
Jiashuo Liu, Nabeel Seedat, Peng Cui et al.
ICLR 2025oral
1
citations
Neural Fractional Attention Differential Equations
Qiyu Kang, Wenjun Cui, Xuhao Li et al.
NEURIPS 2025oral
OrdShap: Feature Position Importance for Sequential Black-Box Models
Davin Hill, Brian Hill, Aria Masoomi et al.
NEURIPS 2025oralarXiv:2507.11855
TimeInf: Time Series Data Contribution via Influence Functions
Yizi Zhang, Jingyan Shen, Xiaoxue Xiong et al.
ICLR 2025oralarXiv:2407.15247
2
citations
Understanding the Limits of Deep Tabular Methods with Temporal Shift
Haorun Cai, Han-Jia Ye
ICML 2025oralarXiv:2502.20260
6
citations
Unified Transferability Metrics for Time Series Foundation Models
Weiyang Zhang, Xinyang Chen, Xiucheng Li et al.
NEURIPS 2025oral
Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks
Lihao Wang, Zhaofei Yu
ICML 2024oralarXiv:2406.00405
9
citations
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
Changze Lv, Yansen Wang, Dongqi Han et al.
ICML 2024oralarXiv:2402.01533
24
citations
From Generalization Analysis to Optimization Designs for State Space Models
Fusheng Liu, Qianxiao Li
ICML 2024oralarXiv:2405.02670
11
citations