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sequence learning

47 papers

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recurrent neural network (16) long short-term memory (6) neural network (5) connectionist temporal classification (4) spiking neural network (3) convolutional neural network (3) graph neural network (3) language modeling (3) text classification (3) transfer learning (3)

Papers

Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences ICLR 2025 Exploring Efficient and Effective Sequence Learning for Visual Object Tracking IJCAI 2025 Topo2Seq: Enhanced Topology Reasoning via Topology Sequence Learning AAAI 2025 Towards Auto-Regressive Next-Token Prediction: In-context Learning Emerges from Generalization ICLR 2025 ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention AAAI 2025 Computation with Sequences of Assemblies in a Model of the Brain ALT 2024 Discovering plasticity rules that organize and maintain neural circuits NeurIPS 2024 Incorporating Exponential Smoothing into MLP: a Simple but Effective Sequence Model NAACL 2024 LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units ICLR 2024 Traveling Waves Encode The Recent Past and Enhance Sequence Learning ICLR 2024 Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022 MarSan at SemEval-2022 Task 6: iSarcasm Detection via T5 and Sequence Learners SemEval 2022 Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning NeurIPS 2022 W-CTC: a Connectionist Temporal Classification Loss with Wild Cards ICLR 2022 Temporally Correlated Task Scheduling for Sequence Learning ICML 2021 An Efficient PointLSTM for Point Clouds Based Gesture Recognition CVPR 2020 Biologically Plausible Sequence Learning with Spiking Neural Networks AAAI 2020 Continual Lifelong Learning in Natural Language Processing: A Survey COLING 2020 Highway Transformer: Self-Gating Enhanced Self-Attentive Networks ACL 2020 Interpretable Sequence Learning for Covid-19 Forecasting NeurIPS 2020 Multi-Zone Unit for Recurrent Neural Networks AAAI 2020 Recurrent Quantum Neural Networks NeurIPS 2020 Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition AAAI 2020 Contextualized Non-Local Neural Networks for Sequence Learning AAAI 2019 Deep Neural Models for Medical Concept Normalization in User-Generated Texts ACL 2019