Recurrent Neural Networks

Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks NeurIPS 2021 CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021 Charting and Navigating the Space of Solutions for Recurrent Neural Networks NeurIPS 2021 CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting AAAI 2021 Copy That! Editing Sequences by Copying Spans AAAI 2021 DeepSITH: Efficient Learning via Decomposition of What and When Across Time Scales NeurIPS 2021 DeepVideoMVS: Multi-View Stereo on Video With Recurrent Spatio-Temporal Fusion CVPR 2021 Discriminative Appearance Modeling With Multi-Track Pooling for Real-Time Multi-Object Tracking CVPR 2021 Disentangling Online Chats with DAG-structured LSTMs ACL 2021 End-to-end style-conditioned poetry generation: What does it take to learn from examples alone? EMNLP 2021 Entity Guided Question Generation with Contextual Structure and Sequence Information Capturing AAAI 2021 Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks EMNLP 2021 Hierarchical Video Prediction Using Relational Layouts for Human-Object Interactions CVPR 2021 LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement Interspeech 2021 Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora EMNLP 2021 Learning Deep Generative Models for Queuing Systems AAAI 2021 Learning To Reconstruct High Speed and High Dynamic Range Videos From Events CVPR 2021 Liquid Time-constant Networks AAAI 2021 Memory-Gated Recurrent Networks AAAI 2021 MLBiNet: A Cross-Sentence Collective Event Detection Network ACL 2021 MotionRNN: A Flexible Model for Video Prediction With Spacetime-Varying Motions CVPR 2021 Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation ACL 2021 Multi-Perspective LSTM for Joint Visual Representation Learning CVPR 2021 Neural News Recommendation with Collaborative News Encoding and Structural User Encoding EMNLP 2021 Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone AAAI 2021