Architectures

Cauchy–Schwarz Regularized Autoencoder JMLR 2022 CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting AAAI 2022 CDGNet: Class Distribution Guided Network for Human Parsing CVPR 2022 CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model EMNLP 2022 CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation ICLR 2022 Cell Anomaly Localisation using Structured Uncertainty Prediction Networks MIDL 2022 CellTypeGraph: A New Geometric Computer Vision Benchmark CVPR 2022 Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis NeurIPS 2022 CENTAL at TSAR-2022 Shared Task: How Does Context Impact BERT-Generated Substitutions for Lexical Simplification? EMNLP 2022 CerDEQ: Certifiable Deep Equilibrium Model ICML 2022 CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data NAACL 2022 Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022 Certified Robustness Against Natural Language Attacks by Causal Intervention ICML 2022 Certified Robustness for Deep Equilibrium Models via Interval Bound Propagation ICLR 2022 CF-DETR: Coarse-to-Fine Transformers for End-to-End Object Detection AAAI 2022 CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks AISTATS 2022 CGLB: Benchmark Tasks for Continual Graph Learning NeurIPS 2022 CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022 Challenges in Procedural Multimodal Machine Comprehension: A Novel Way To Benchmark WACV 2022 Challenges remain in Building ASR for Spontaneous Preschool Children Speech in Naturalistic Educational Environments Interspeech 2022 Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022 Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models ACL 2022 Character Jacobian: Modeling Chinese Character Meanings with Deep Learning Model COLING 2022 Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution EMNLP 2022 Charformer: Fast Character Transformers via Gradient-based Subword Tokenization ICLR 2022