Deep Learning

GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract) AAAI 2022 Harvest – a System for Creating Structured Rate Filing Data from Filing PDFs AAAI 2022 HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies NeurIPS 2022 Human Trajectory Prediction With Momentary Observation CVPR 2022 Improve Speech Enhancement using Perception-High-Related Time-Frequency Loss Interspeech 2022 ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection WACV 2022 Incorporating Centering Theory into Neural Coreference Resolution NAACL 2022 Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS 2022 Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation WACV 2022 InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR Interspeech 2022 Interpretable Low-Resource Legal Decision Making AAAI 2022 Introducing Variational Autoencoders to High School Students AAAI 2022 IrekiaLFes: a New Open Benchmark and Baseline Systems for Spanish Automatic Text Simplification EMNLP 2022 Iterative Deep Homography Estimation CVPR 2022 Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES NAACL 2022 Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract) AAAI 2022 Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration AAAI 2022 Learning Efficient and Robust Ordinary Differential Equations via Invertible Neural Networks ICML 2022 Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification CVPR 2022 Leveraging Simultaneous Translation for Enhancing Transcription of Low-resource Language via Cross Attention Mechanism Interspeech 2022 Listen only to me! How well can target speech extraction handle false alarms? Interspeech 2022 Low-complex and Highly-performed Binary Residual Neural Network for Small-footprint Keyword Spotting Interspeech 2022 Low-Light Image Enhancement with Normalizing Flow AAAI 2022 LPS@LT-EDI-ACL2022:An Ensemble Approach about Hope Speech Detection ACL 2022 LSVC: A Learning-Based Stereo Video Compression Framework CVPR 2022