← Learning Types
Machine Learning › Learning Types ›

Sequence Modeling

120 directly classified papers

Papers per year

Papers

Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025
ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025
Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025
Public Opinion Field Effect and Hawkes Process Join Hands for Information Popularity Prediction AAAI 2025
SNAP: Semantic Stories for Next Activity Prediction AAAI 2025
GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025
Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs AAAI 2025
dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen AAAI 2025
Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025
Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025
Real-Time Calibration Model for Low-Cost Sensor in Fine-Grained Time Series AAAI 2025
Beyond cognacy ACL 2025
Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration AAAI 2024
OnlineTAS: An Online Baseline for Temporal Action Segmentation NIPS 2024
A Tractable Inference Perspective of Offline RL NIPS 2024
Transition-based Opinion Generation for Aspect-based Sentiment Analysis ACL 2024
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting NIPS 2024
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference NIPS 2024
Decomposable Transformer Point Processes NIPS 2024
EINNs: Epidemiologically-Informed Neural Networks AAAI 2023
VC-T: Streaming Voice Conversion Based on Neural Transducer INTERSPEECH 2023
ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data AAAI 2023
Non-autoregressive Streaming Transformer for Simultaneous Translation EMNLP 2023
Implicit Sense-labeled Connective Recognition as Text Generation EMNLP 2023
Concurrent Multi-Label Prediction in Event Streams AAAI 2023