Neural Networks

Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm ICML 2022 Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction EMNLP 2022 Systematic improvement of neural network quantum states using Lanczos NeurIPS 2022 TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ACL 2022 Table-based Fact Verification with Self-adaptive Mixture of Experts ACL 2022 Tackling Neural Architecture Search With Quality Diversity Optimization AutoML 2022 TA-MoE: Topology-Aware Large Scale Mixture-of-Expert Training NeurIPS 2022 taochen at SemEval-2022 Task 5: Multimodal Multitask Learning and Ensemble Learning SemEval 2022 Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches Interspeech 2022 Targeted Identity Group Prediction in Hate Speech Corpora NAACL 2022 Task Discovery: Finding the Tasks that Neural Networks Generalize on NeurIPS 2022 TaylorBeamformer: Learning All-Neural Beamformer for Multi-Channel Speech Enhancement from Taylor’s Approximation Theory Interspeech 2022 TB or not TB? Acoustic cough analysis for tuberculosis classification Interspeech 2022 TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning AAAI 2022 TDv2: A Novel Tree-Structured Decoder for Offline Mathematical Expression Recognition AAAI 2022 Teaching LTLf Satisfiability Checking to Neural Networks IJCAI 2022 Teaching Neural Module Networks to Do Arithmetic COLING 2022 TEAM: A multitask learning based Taxonomy Expansion approach for Attach and Merge NAACL 2022 TechSSN at SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification using Deep Learning Models SemEval 2022 TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022 Temporal Effective Batch Normalization in Spiking Neural Networks NeurIPS 2022 Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting ICLR 2022 Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning NeurIPS 2022 Tessellation-Filtering ReLU Neural Networks IJCAI 2022 Text-Only Domain Adaptation Based on Intermediate CTC Interspeech 2022