temporal representation

Temporal Representation Enhancement (TRE): Learning to Forget Dominant Patterns for Enhanced Temporal Spiking Features CVPR 2026 TGCD: A Framework for Generalized Category Discovery in Time-Series Data AAAI 2026 Beyond UDA: Examining Temporal and Frequency Representations in Time Series Transfer ACML 2025 DisTime: Distribution-based Time Representation for Video Large Language Models ICCV 2025 Efficient Skill Discovery via Regret-Aware Optimization ICML 2025 Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025 HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving CVPR 2025 Learning Transformer-based World Models with Contrastive Predictive Coding ICLR 2025 Automated State Estimation for Summarizing the Dynamics of Complex Urban Systems Using Representation Learning AAAI 2024 DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching NeurIPS 2024 EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision ICLR 2024 Language Models Represent Space and Time ICLR 2024 Mental Disorder Classification via Temporal Representation of Text EMNLP 2024 Speech-Forensics: Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis IJCAI 2024 STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction ICLR 2024 TempoFormer: A Transformer for Temporally-aware Representations in Change Detection EMNLP 2024 Improving Diachronic Word Sense Induction with a Nonparametric Bayesian method ACL 2023 Learning Temporal-Ordered Representation for Spike Streams Based on Discrete Wavelet Transforms AAAI 2023 Multivariate Time-series Imputation with Disentangled Temporal Representations ICLR 2023 Sequential Path Signature Networks for Personalised Longitudinal Language Modeling ACL 2023 Time-Aware Language Modeling for Historical Text Dating EMNLP 2023 TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition CVPR 2023 Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera NeurIPS 2023 Cross-Architecture Self-Supervised Video Representation Learning CVPR 2022 Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection CVPR 2022