| 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 |
| Single Model Uncertainty Estimation via Stochastic Data Centering | Jul 14, 2022 | model | CodeCode Available | 1 |
| Distance Learner: Incorporating Manifold Prior to Model Training | Jul 14, 2022 | Adversarial Robustnessmodel | CodeCode Available | 1 |
| A new hope for network model generalization | Jul 12, 2022 | model | CodeCode Available | 1 |
| Frequency Domain Model Augmentation for Adversarial Attack | Jul 12, 2022 | Adversarial AttackDiversity | 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 |
| Memory-Based Model Editing at Scale | Jun 13, 2022 | counterfactualDialogue Generation | CodeCode Available | 1 |
| Markov Decision Processes under Model Uncertainty | Jun 13, 2022 | modelPortfolio Optimization | CodeCode Available | 1 |
| Bilateral Dependency Optimization: Defending Against Model-inversion Attacks | Jun 11, 2022 | model | CodeCode Available | 1 |
| Flexible Differentiable Optimization via Model Transformations | Jun 10, 2022 | Hyperparameter Optimizationmodel | CodeCode Available | 1 |
| SAR Despeckling using a Denoising Diffusion Probabilistic Model | Jun 9, 2022 | Change DetectionDenoising | CodeCode Available | 1 |
| DiSparse: Disentangled Sparsification for Multitask Model Compression | Jun 9, 2022 | modelModel Compression | CodeCode Available | 1 |
| Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning | Jun 8, 2022 | Meta-Learningmodel | CodeCode Available | 1 |
| Guided Diffusion Model for Adversarial Purification | May 30, 2022 | Adversarial PurificationDenoising | CodeCode Available | 1 |
| Scalable Multi-Agent Model-Based Reinforcement Learning | May 25, 2022 | Mambamodel | CodeCode Available | 1 |
| Learning to Model Editing Processes | May 24, 2022 | Machine Translationmodel | CodeCode Available | 1 |
| The Geometry of Multilingual Language Model Representations | May 22, 2022 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| Hero-Gang Neural Model For Named Entity Recognition | May 15, 2022 | modelnamed-entity-recognition | CodeCode Available | 1 |
| Learning to Brachiate via Simplified Model Imitation | May 8, 2022 | Humanoid Controlmodel | CodeCode Available | 1 |
| ExSum: From Local Explanations to Model Understanding | Apr 30, 2022 | counterfactualmodel | CodeCode Available | 1 |
| Exposure Correction Model to Enhance Image Quality | Apr 22, 2022 | DecoderExposure Correction | CodeCode Available | 1 |
| Learning to Scaffold: Optimizing Model Explanations for Teaching | Apr 22, 2022 | Meta-Learningmodel | CodeCode Available | 1 |
| KALA: Knowledge-Augmented Language Model Adaptation | Apr 22, 2022 | Domain AdaptationGeneral Knowledge | CodeCode Available | 1 |
| One-Class Model for Fabric Defect Detection | Apr 20, 2022 | Defect Detectionmodel | CodeCode Available | 1 |
| Structure-Aware Motion Transfer with Deformable Anchor Model | Apr 11, 2022 | model | CodeCode Available | 1 |
| Federated Learning with Partial Model Personalization | Apr 8, 2022 | Federated Learningmodel | CodeCode Available | 1 |
| SecureBERT: A Domain-Specific Language Model for Cybersecurity | Apr 6, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Efficient Test-Time Model Adaptation without Forgetting | Apr 6, 2022 | modelTest-time Adaptation | CodeCode Available | 1 |
| Value Gradient weighted Model-Based Reinforcement Learning | Apr 4, 2022 | modelModel-based Reinforcement Learning | CodeCode Available | 1 |
| FedRecAttack: Model Poisoning Attack to Federated Recommendation | Apr 1, 2022 | Federated Learningmodel | CodeCode Available | 1 |
| Model Predictive Optimized Path Integral Strategies | Mar 30, 2022 | model | CodeCode Available | 1 |
