Deep Learning

Embedding Recurrent Layers with Dual-Path Strategy in a Variant of Convolutional Network for Speaker-Independent Speech Separation Interspeech 2022 EM-PERSONA: EMotion-assisted Deep Neural Framework for PERSONAlity Subtyping from Suicide Notes COLING 2022 End-to-End Audio-Visual Neural Speaker Diarization Interspeech 2022 End-to-End Multi-Loss Training for Low Delay Packet Loss Concealment Interspeech 2022 End-to-End Neural Bridging Resolution COLING 2022 EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models Interspeech 2022 EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction ICML 2022 Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network ICML 2022 Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions With Superior OOD Generalization CVPR 2022 Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN NAACL 2022 Exact learning dynamics of deep linear networks with prior knowledge NeurIPS 2022 Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model ACL 2022 Exploiting Rigidity Constraints for LiDAR Scene Flow Estimation CVPR 2022 Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method AAAI 2022 Findings of the Shared Task on Speech Recognition for Vulnerable Individuals in Tamil ACL 2022 Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts NAACL 2022 FRUIT: Faithfully Reflecting Updated Information in Text NAACL 2022 Fully Spiking Variational Autoencoder AAAI 2022 Game Design for Better Security of Combination Locks AAAI 2022 Graph Neural Controlled Differential Equations for Traffic Forecasting AAAI 2022 Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract) AAAI 2022 Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning COLING 2022 Increasing the Diversity of Deep Generative Models AAAI 2022 Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters AAAI 2022 Investigating perception of spoken dialogue acceptability through surprisal Interspeech 2022