| Bayesian Prompt Learning for Image-Language Model Generalization | Oct 5, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Unsupervised Model Selection for Time-series Anomaly Detection | Oct 3, 2022 | Anomaly Detectionmodel | CodeCode Available | 1 |
| ContraCLM: Contrastive Learning For Causal Language Model | Oct 3, 2022 | Code GenerationCode Search | CodeCode Available | 1 |
| Causal Proxy Models for Concept-Based Model Explanations | Sep 28, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| A Deep Moving-camera Background Model | Sep 16, 2022 | Change Detectionmodel | CodeCode Available | 1 |
| clusterBMA: Bayesian model averaging for clustering | Sep 9, 2022 | ClusteringElectroencephalogram (EEG) | CodeCode Available | 1 |
| Fast Adaptive Regression-based Model Predictive Control | Sep 6, 2022 | modelModel Predictive Control | CodeCode Available | 1 |
| Solar Irradiance Forecasting with Transformer Model | Sep 2, 2022 | modelPrediction | CodeCode Available | 1 |
| Learning an Efficient Multimodal Depth Completion Model | Aug 23, 2022 | Depth CompletionDepth Estimation | CodeCode Available | 1 |
| Dive into Big Model Training | Jul 25, 2022 | modelSelf-Supervised Learning | CodeCode Available | 1 |
| Threat Model-Agnostic Adversarial Defense using Diffusion Models | Jul 17, 2022 | Adversarial DefenseDenoising | CodeCode Available | 1 |
| ScaleNet: Searching for the Model to Scale | Jul 15, 2022 | model | CodeCode Available | 1 |
| Distance Learner: Incorporating Manifold Prior to Model Training | Jul 14, 2022 | Adversarial Robustnessmodel | CodeCode Available | 1 |
| Single Model Uncertainty Estimation via Stochastic Data Centering | Jul 14, 2022 | model | CodeCode Available | 1 |
| Frequency Domain Model Augmentation for Adversarial Attack | Jul 12, 2022 | Adversarial AttackDiversity | CodeCode Available | 1 |
| A new hope for network model generalization | Jul 12, 2022 | model | CodeCode Available | 1 |
| Graph Generative Model for Benchmarking Graph Neural Networks | Jul 10, 2022 | BenchmarkingGraph Generation | CodeCode Available | 1 |
| Improving Diffusion Model Efficiency Through Patching | Jul 9, 2022 | model | CodeCode Available | 1 |
| Sequential Recommendation Model for Next Purchase Prediction | Jul 6, 2022 | Marketingmodel | CodeCode Available | 1 |
| Distilling a Pretrained Language Model to a Multilingual ASR Model | Jun 25, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| OpenXAI: Towards a Transparent Evaluation of Model Explanations | Jun 22, 2022 | BenchmarkingExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Model-Agnostic Few-Shot Open-Set Recognition | Jun 18, 2022 | Few-Shot Learningmodel | CodeCode Available | 1 |
| A Graph-Enhanced Click Model for Web Search | Jun 17, 2022 | graph constructionmodel | CodeCode Available | 1 |
| HyperImpute: Generalized Iterative Imputation with Automatic Model Selection | Jun 15, 2022 | ImputationMissing Values | CodeCode Available | 1 |
| MACQ: A Holistic View of Model Acquisition Techniques | Jun 14, 2022 | model | CodeCode Available | 1 |
