Recurrent Neural Networks

SalSAC: A Video Saliency Prediction Model with Shuffled Attentions and Correlation-Based ConvLSTM AAAI 2020 Sample Complexity Bounds for RNNs with Application to Combinatorial Graph Problems (Student Abstract) AAAI 2020 Self-Attention ConvLSTM for Spatiotemporal Prediction AAAI 2020 STLnet: Signal Temporal Logic Enforced Multivariate Recurrent Neural Networks NeurIPS 2020 Structured Sparsification of Gated Recurrent Neural Networks AAAI 2020 Supervised Disambiguation of German Verbal Idioms with a BiLSTM Architecture ACL 2020 System Identification with Time-Aware Neural Sequence Models AAAI 2020 Temporal Pyramid Recurrent Neural Network AAAI 2020 Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series AAAI 2020 Testing the role of metadata in metaphor identification ACL 2020 The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction CVPR 2020 The IMS–CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion ACL 2020 Truecasing German user-generated conversational text EMNLP 2020 Understanding Procedural Text using Interactive Entity Networks EMNLP 2020 Unfolding recurrence by Green’s functions for optimized reservoir computing NeurIPS 2020 Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders EMNLP 2020 Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces AAAI 2020 Why and when should you pool? Analyzing Pooling in Recurrent Architectures EMNLP 2020 “A Buster Keaton of Linguistics”: First Automated Approaches for the Extraction of Vossian Antonomasia EMNLP 2019 AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019 Adversarial Dropout for Recurrent Neural Networks AAAI 2019 A Hierarchically-Labeled Portuguese Hate Speech Dataset ACL 2019 A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis EMNLP 2019 A Lightweight Recurrent Network for Sequence Modeling ACL 2019 An End-to-End Generative Architecture for Paraphrase Generation EMNLP 2019