conftrace_

sequence model

92 papers

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Co-occurring keywords

recurrent neural network (1790) neural network (6616) text generation (2913) sequence modeling (288) autoregressive model (456) state space model (390) language model (4599) variational autoencoder (1288) long short-term memory (748) data augmentation (3052)

Papers

Sequence models for continuous cell cycle stage prediction from brightfield images MIDL 2025
Reinforced In-Context Black-Box Optimization IJCAI 2025
GenPlan: Generative Sequence Models as Adaptive Planners AAAI 2025
Differential Mamba IJCNLP 2025
Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation IJCAI 2025
Constrained Sequential Inference in Machine Learning Using Constraint Programming IJCAI 2025
RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling IJCNLP 2025
Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting NIPS 2024
AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers NIPS 2024
UCSC NLP at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF) NAACL 2024
Improving Adaptivity via Over-Parameterization in Sequence Models NIPS 2024
A Tractable Inference Perspective of Offline RL NIPS 2024
Just Wing It: Near-Optimal Estimation of Missing Mass in a Markovian Sequence JMLR 2024
Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers NIPS 2024
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? NIPS 2024
Data-driven simulator for mechanical circulatory support with domain adversarial neural process L4DC 2024
Efficient Classification of Long Documents via State-Space Models EMNLP 2023
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NIPS 2023
Next POI Recommendation with Dynamic Graph and Explicit Dependency AAAI 2023
Large Decision Models IJCAI 2023
Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions NIPS 2023
How poor is the stimulus? Evaluating hierarchical generalization in neural networks trained on child-directed speech ACL 2023
Simple Hardware-Efficient Long Convolutions for Sequence Modeling ICML 2023
Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction NIPS 2023
Accelerating Toeplitz Neural Network with Constant-time Inference Complexity EMNLP 2023