| Efficient NLP Model Finetuning via Multistage Data Filtering | Jul 28, 2022 | Classificationmodel | CodeCode Available | 0 |
| Model selection with Gini indices under auto-calibration | Jul 28, 2022 | modelModel Selection | —Unverified | 0 |
| Calibrate: Interactive Analysis of Probabilistic Model Output | Jul 27, 2022 | model | —Unverified | 0 |
| Learning Hyper Label Model for Programmatic Weak Supervision | Jul 27, 2022 | Graph Neural Networkmodel | CodeCode Available | 0 |
| Representational Ethical Model Calibration | Jul 25, 2022 | Decision MakingDiversity | —Unverified | 0 |
| Dive into Big Model Training | Jul 25, 2022 | modelSelf-Supervised Learning | CodeCode Available | 1 |
| Multi-Scale Asset Distribution Model for Dynamic Environments | Jul 25, 2022 | model | —Unverified | 0 |
| OCTAL: Graph Representation Learning for LTL Model Checking | Jul 24, 2022 | Binary ClassificationGraph Representation Learning | —Unverified | 0 |
| Model-based Unbiased Learning to Rank | Jul 24, 2022 | Information RetrievalLearning-To-Rank | CodeCode Available | 0 |
| Adaptive Active Contour Model for Brain Tumor Segmentation | Jul 22, 2022 | Brain Tumor SegmentationEdge Detection | CodeCode Available | 0 |
| Correcting Model Bias with Sparse Implicit Processes | Jul 21, 2022 | Gaussian Processesmodel | —Unverified | 0 |
| Deep Statistic Shape Model for Myocardium Segmentation | Jul 21, 2022 | modelMotion Estimation | —Unverified | 0 |
| Language Model Cascades | Jul 21, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 2 |
| Model Compression for Resource-Constrained Mobile Robots | Jul 20, 2022 | Knowledge Distillationmodel | —Unverified | 0 |
| Phenomenon-Signal Model: Formalisation, Graph and Application | Jul 20, 2022 | modelvalid | —Unverified | 0 |
| Hydra: Hybrid Server Power Model | Jul 20, 2022 | modelScheduling | —Unverified | 0 |
| Metadata Representations for Queryable ML Model Zoos | Jul 19, 2022 | Managementmodel | —Unverified | 0 |
| Threat Model-Agnostic Adversarial Defense using Diffusion Models | Jul 17, 2022 | Adversarial DefenseDenoising | CodeCode Available | 1 |
| Plex: Towards Reliability using Pretrained Large Model Extensions | Jul 15, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Skill-based Model-based Reinforcement Learning | Jul 15, 2022 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| ScaleNet: Searching for the Model to Scale | Jul 15, 2022 | model | CodeCode Available | 1 |
| Energy Storage State-of-Charge Market Model | Jul 14, 2022 | model | —Unverified | 0 |
| Distance Learner: Incorporating Manifold Prior to Model Training | Jul 14, 2022 | Adversarial Robustnessmodel | CodeCode Available | 1 |
| Contrastive Adapters for Foundation Model Group Robustness | Jul 14, 2022 | Contrastive Learningmodel | —Unverified | 0 |
| Inverse Resource Rational Based Stochastic Driver Behavior Model | Jul 14, 2022 | modelModel Predictive Control | —Unverified | 0 |
| Single Model Uncertainty Estimation via Stochastic Data Centering | Jul 14, 2022 | model | CodeCode Available | 1 |
| Cost-Effective Online Contextual Model Selection | Jul 13, 2022 | modelModel Selection | —Unverified | 0 |
| A new hope for network model generalization | Jul 12, 2022 | model | CodeCode Available | 1 |
| A Computational Model for Logical Analysis of Data | Jul 12, 2022 | model | —Unverified | 0 |
| Frequency Domain Model Augmentation for Adversarial Attack | Jul 12, 2022 | Adversarial AttackDiversity | CodeCode Available | 1 |
| A Federated Cox Model with Non-Proportional Hazards | Jul 11, 2022 | model | —Unverified | 0 |
| Shapley Computations Using Surrogate Model-Based Trees | Jul 11, 2022 | model | —Unverified | 0 |
| 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 |
| Multi-Model Federated Learning with Provable Guarantees | Jul 9, 2022 | Federated Learningmodel | —Unverified | 0 |
| Internal Language Model Estimation based Language Model Fusion for Cross-Domain Code-Switching Speech Recognition | Jul 9, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Determination of action model equivalence and simplification of action model | Jul 8, 2022 | model | —Unverified | 0 |
| Causal Discovery using Model Invariance through Knockoff Interventions | Jul 8, 2022 | Causal Discoverymodel | CodeCode Available | 0 |
| A Reservoir Model of Explicit Human Intelligence | Jul 6, 2022 | model | —Unverified | 0 |
| Sequential Recommendation Model for Next Purchase Prediction | Jul 6, 2022 | Marketingmodel | CodeCode Available | 1 |
| Re-weighting Negative Samples for Model-Agnostic Matching | Jul 6, 2022 | modelMulti-Task Learning | —Unverified | 0 |
| Cost-efficient Payoffs under Model Ambiguity | Jul 6, 2022 | model | —Unverified | 0 |
| Variational Flow Graphical Model | Jul 6, 2022 | modelRepresentation Learning | —Unverified | 0 |
| Machine Learning Model Sizes and the Parameter Gap | Jul 5, 2022 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| On A Mallows-type Model For (Ranked) Choices | Jul 5, 2022 | modelVocal Bursts Type Prediction | —Unverified | 0 |
| Face Image Lighting Enhancement Using a 3D Model | Jul 2, 2022 | 3D geometryFace Alignment | —Unverified | 0 |
| Static Hedging of Freight Rate Risk in the Shipping Market under Model Uncertainty | Jul 2, 2022 | Managementmodel | —Unverified | 0 |
| Firenze: Model Evaluation Using Weak Signals | Jul 2, 2022 | model | —Unverified | 0 |
| Language Model Augmented Monotonic Attention for Simultaneous Translation | Jul 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Modal Dependency Parsing via Language Model Priming | Jul 1, 2022 | Dependency ParsingLanguage Modeling | CodeCode Available | 0 |