Architectures

Are All Losses Created Equal: A Neural Collapse Perspective NeurIPS 2022 Are Defenses for Graph Neural Networks Robust? NeurIPS 2022 Are Multimodal Transformers Robust to Missing Modality? CVPR 2022 A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract) AAAI 2022 Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective AAAI 2022 ARGUABLY @ Causal News Corpus 2022: Contextually Augmented Language Models for Event Causality Identification EMNLP 2022 ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge EMNLP 2022 A Self-Supervised Mixed-Curvature Graph Neural Network AAAI 2022 A Semi-Supervised Generalized VAE Framework for Abnormality Detection Using One-Class Classification WACV 2022 A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ACL 2022 A Simple and Fast Strategy for Handling Rare Words in Neural Machine Translation AACL 2022 A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022 A Simple Model for Distantly Supervised Relation Extraction COLING 2022 A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs COLING 2022 A Simple yet Effective Method for Graph Classification IJCAI 2022 A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction Using Relational Graph Convolutional Networks (Student Abstract) AAAI 2022 Ask Me Anything in Your Native Language NAACL 2022 AS-MLP: An Axial Shifted MLP Architecture for Vision ICLR 2022 A Solver-free Framework for Scalable Learning in Neural ILP Architectures NeurIPS 2022 A Solver + Gradient Descent Training Algorithm for Deep Neural Networks IJCAI 2022 A Span-level Bidirectional Network for Aspect Sentiment Triplet Extraction EMNLP 2022 A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing IJCAI 2022 A Sparsity-promoting Dictionary Model for Variational Autoencoders Interspeech 2022 Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis NAACL 2022 A spectral-based analysis of the separation between two-layer neural networks and linear methods JMLR 2022