| CLIP model is an Efficient Continual Learner | Oct 6, 2022 | Continual LearningIncremental Learning | CodeCode Available | 1 |
| OBOE: Collaborative Filtering for AutoML Model Selection | Aug 9, 2018 | Active LearningAutoML | CodeCode Available | 1 |
| A Deep Moving-camera Background Model | Sep 16, 2022 | Change Detectionmodel | CodeCode Available | 1 |
| Offline Model-Based Optimization by Learning to Rank | Oct 15, 2024 | Ensemble LearningLearning-To-Rank | CodeCode Available | 1 |
| Checkerboard Context Model for Efficient Learned Image Compression | Mar 29, 2021 | Computational EfficiencyImage Compression | CodeCode Available | 1 |
| ChatTraffic: Text-to-Traffic Generation via Diffusion Model | Nov 27, 2023 | modelPrediction | CodeCode Available | 1 |
| A Deep Neural Model Of Emotion Appraisal | Aug 1, 2018 | Developmental Learningmodel | CodeCode Available | 1 |
| Online Active Model Selection for Pre-trained Classifiers | Oct 19, 2020 | modelModel Selection | CodeCode Available | 1 |
| On Model Evaluation under Non-constant Class Imbalance | Jan 15, 2020 | model | CodeCode Available | 1 |
| On Optimal Caching and Model Multiplexing for Large Model Inference | Jun 3, 2023 | model | CodeCode Available | 1 |
| CharBERT: Character-aware Pre-trained Language Model | Nov 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Characterizing Model Robustness via Natural Input Gradients | Sep 30, 2024 | model | CodeCode Available | 1 |
| AstroCLIP: A Cross-Modal Foundation Model for Galaxies | Oct 4, 2023 | Contrastive Learningmodel | CodeCode Available | 1 |
| Optimal Cost Design for Model Predictive Control | Apr 23, 2021 | Autonomous Drivingmodel | CodeCode Available | 1 |
| ChemLLM: A Chemical Large Language Model | Feb 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Structural Model of Business Card Exchange Networks | May 26, 2021 | Managementmodel | CodeCode Available | 1 |
| Clockwork Diffusion: Efficient Generation With Model-Step Distillation | Dec 13, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| Overinterpretation reveals image classification model pathologies | Mar 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| CONFLARE: CONFormal LArge language model REtrieval | Apr 4, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| Parameter Competition Balancing for Model Merging | Oct 3, 2024 | Domain Generalizationmodel | CodeCode Available | 1 |
| Salmon: A Suite for Acoustic Language Model Evaluation | Sep 11, 2024 | Language Model EvaluationLanguage Modeling | CodeCode Available | 1 |
| Parameter Efficient Fine-Tuning of Segment Anything Model | Feb 1, 2025 | modelparameter-efficient fine-tuning | CodeCode Available | 1 |
| An Empirical Study of Multimodal Model Merging | Apr 28, 2023 | modelRetrieval | CodeCode Available | 1 |
| Causal Imitative Model for Autonomous Driving | Dec 7, 2021 | Autonomous DrivingImitation Learning | CodeCode Available | 1 |
| An Empirical Investigation of Model-to-Model Distribution Shifts in Trained Convolutional Filters | Jan 20, 2022 | modelTransfer Learning | CodeCode Available | 1 |