Models

CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NeurIPS 2022 Closed-form Sample Probing for Learning Generative Models in Zero-shot Learning ICLR 2022 CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets AAAI 2022 Cluster-Guided Image Synthesis With Unconditional Models CVPR 2022 Clustering Interval-Censored Time-Series for Disease Phenotyping AAAI 2022 CMGAN: Conformer-based Metric GAN for Speech Enhancement Interspeech 2022 Coarse-to-Fine Generative Modeling for Graphic Layouts AAAI 2022 COAT: Measuring Object Compositionality in Emergent Representations ICML 2022 CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations ACL 2022 CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NeurIPS 2022 CogBERT: Cognition-Guided Pre-trained Language Models COLING 2022 COIN – an Inexpensive and Strong Baseline for Predicting Out of Vocabulary Word Embeddings COLING 2022 ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction NAACL 2022 COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics NeurIPS 2022 Collapse by Conditioning: Training Class-conditional GANs with Limited Data ICLR 2022 Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems Through Stochastic Contraction CVPR 2022 COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence IJCAI 2022 Commonality in Natural Images Rescues GANs: Pretraining GANs With Generic and Privacy-Free Synthetic Data CVPR 2022 Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022 Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022 Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification COLING 2022 Composing Partial Differential Equations with Physics-Aware Neural Networks ICML 2022 Compressed Sensing MRI Reconstruction With Co-VeGAN: Complex-Valued Generative Adversarial Network WACV 2022 Compression of Generative Pre-trained Language Models via Quantization ACL 2022 Concadia: Towards Image-Based Text Generation with a Purpose EMNLP 2022