Architectures

Associated Learning: an Alternative to End-to-End Backpropagation that Works on CNN, RNN, and Transformer ICLR 2022 A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks ICLR 2022 A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation NAACL 2022 A Study of the Attention Abnormality in Trojaned BERTs NAACL 2022 A study on constraining Connectionist Temporal Classification for temporal audio alignment Interspeech 2022 A Study on the Ramanujan Graph Property of Winning Lottery Tickets ICML 2022 A Subnetwork Approach for Spoofing Aware Speaker Verification Interspeech 2022 A Survey of Automatic Text Summarization Using Graph Neural Networks COLING 2022 A Survey on Neural Open Information Extraction: Current Status and Future Directions IJCAI 2022 A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-Resolution CVPR 2022 A Theoretical Analysis on Feature Learning in Neural Networks: Emergence from Inputs and Advantage over Fixed Features ICLR 2022 A Theoretical Comparison of Graph Neural Network Extensions ICML 2022 A Theoretical View on Sparsely Activated Networks NeurIPS 2022 A time-resolved theory of information encoding in recurrent neural networks NeurIPS 2022 A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking ACL 2022 A Transformer Architecture for the Prediction of Cognate Reflexes NAACL 2022 A Transformer-Based Object Detector with Coarse-Fine Crossing Representations NeurIPS 2022 A Tree-Structured Multi-Task Model Recommender AutoML 2022 ATST: Audio Representation Learning with Teacher-Student Transformer Interspeech 2022 Attacker Attribution of Audio Deepfakes Interspeech 2022 Attacking deep networks with surrogate-based adversarial black-box methods is easy ICLR 2022 AttCAT: Explaining Transformers via Attentive Class Activation Tokens NeurIPS 2022 Attention-Aligned Transformer for Image Captioning AAAI 2022 Attentional Meta-learners for Few-shot Polythetic Classification ICML 2022 Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity Recognition EMNLP 2022