| YuLan-Mini: An Open Data-efficient Language Model | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Rate of Model Collapse in Recursive Training | Dec 23, 2024 | model | CodeCode Available | 0 |
| Large Language Model Safety: A Holistic Survey | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Multimodal Preference Data Synthetic Alignment with Reward Model | Dec 23, 2024 | 2kCaption Generation | CodeCode Available | 0 |
| Parameter-Efficient Interventions for Enhanced Model Merging | Dec 22, 2024 | model | —Unverified | 0 |
| Rethinking Model Redundancy for Low-light Image Enhancement | Dec 21, 2024 | Image EnhancementLow-Light Image Enhancement | —Unverified | 0 |
| Prior2Posterior: Model Prior Correction for Long-Tailed Learning | Dec 21, 2024 | model | —Unverified | 0 |
| Correcting Large Language Model Behavior via Influence Function | Dec 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Error-driven Data-efficient Large Multimodal Model Tuning | Dec 20, 2024 | model | —Unverified | 0 |
| Non-Uniform Parameter-Wise Model Merging | Dec 20, 2024 | model | —Unverified | 0 |
| GenAIOps for GenAI Model-Agility | Dec 19, 2024 | model | —Unverified | 0 |
| Multi-concept Model Immunization through Differentiable Model Merging | Dec 19, 2024 | model | CodeCode Available | 0 |
| Tests for model misspecification in simulation-based inference: from local distortions to global model checks | Dec 19, 2024 | Anomaly Detectionmodel | CodeCode Available | 2 |
| ConfliBERT: A Language Model for Political Conflict | Dec 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Guided Diffusion Model for Sensor Data Obfuscation | Dec 19, 2024 | Denoisingmodel | —Unverified | 0 |
| A Universal Model for Human Mobility Prediction | Dec 19, 2024 | modelPrediction | —Unverified | 0 |
| Deploying Foundation Model Powered Agent Services: A Survey | Dec 18, 2024 | modelModel Compression | —Unverified | 0 |
| Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model | Dec 18, 2024 | model | —Unverified | 0 |
| Large Language Model Enhanced Recommender Systems: A Survey | Dec 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Policy Decorator: Model-Agnostic Online Refinement for Large Policy Model | Dec 18, 2024 | DiversityImitation Learning | —Unverified | 0 |
| IDEQ: an improved diffusion model for the TSP | Dec 18, 2024 | modelTraveling Salesman Problem | —Unverified | 0 |
| CRM: Retrieval Model with Controllable Condition | Dec 18, 2024 | modelRecommendation Systems | —Unverified | 0 |
| iRBSM: A Deep Implicit 3D Breast Shape Model | Dec 17, 2024 | modelSurface Reconstruction | —Unverified | 0 |
| On Model Extrapolation in Marginal Shapley Values | Dec 17, 2024 | model | —Unverified | 0 |
| Progressive Monitoring of Generative Model Training Evolution | Dec 17, 2024 | Dimensionality ReductionGenerative Adversarial Network | —Unverified | 0 |
| Transferable and Forecastable User Targeting Foundation Model | Dec 17, 2024 | Marketingmodel | —Unverified | 0 |
| ChronoFlow: A Data-Driven Model for Gyrochronology | Dec 16, 2024 | model | CodeCode Available | 0 |
| "They've Stolen My GPL-Licensed Model!": Toward Standardized and Transparent Model Licensing | Dec 16, 2024 | model | —Unverified | 0 |
| A Contextualized BERT model for Knowledge Graph Completion | Dec 15, 2024 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| Entropy-Regularized Process Reward Model | Dec 15, 2024 | GSM8KMath | CodeCode Available | 1 |
| CRENER: A Character Relation Enhanced Chinese NER Model | Dec 14, 2024 | Chinese Named Entity Recognitionmodel | —Unverified | 0 |
| Optimizing Few-Step Sampler for Diffusion Probabilistic Model | Dec 14, 2024 | model | —Unverified | 0 |
| Diffusion Model from Scratch | Dec 14, 2024 | Denoisingmodel | —Unverified | 0 |
| AMUSE: Adaptive Model Updating using a Simulated Environment | Dec 13, 2024 | Drift Detectionmodel | —Unverified | 0 |
| Small Language Model as Data Prospector for Large Language Model | Dec 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Explaining Model Overfitting in CNNs via GMM Clustering | Dec 12, 2024 | ClusteringDecision Making | —Unverified | 0 |
| An Algorithm-Centered Approach To Model Streaming Data | Dec 12, 2024 | Learning Theorymodel | —Unverified | 0 |
| Deep Learning Model Security: Threats and Defenses | Dec 12, 2024 | Data PoisoningDeep Learning | —Unverified | 0 |
| WiFo: Wireless Foundation Model for Channel Prediction | Dec 12, 2024 | modelMulti-Task Learning | —Unverified | 0 |
| Towards Wireless Native Big AI Model: The Mission and Approach Differ From Large Language Model | Dec 12, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Inference-Time Diffusion Model Distillation | Dec 12, 2024 | Denoisingmodel | CodeCode Available | 0 |
| PolyIPA -- Multilingual Phoneme-to-Grapheme Conversion Model | Dec 12, 2024 | Data AugmentationInformation Retrieval | —Unverified | 0 |
| MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning | Dec 12, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 4 |
| Revisiting Weight Averaging for Model Merging | Dec 11, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Offset-free model predictive control: stability under plant-model mismatch | Dec 11, 2024 | modelModel Predictive Control | —Unverified | 0 |
| Video Summarization using Denoising Diffusion Probabilistic Model | Dec 11, 2024 | Denoisingmodel | —Unverified | 0 |
| Physical Informed Driving World Model | Dec 11, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Bumblebee: Foundation Model for Particle Physics Discovery | Dec 10, 2024 | model | —Unverified | 0 |
| Maya: An Instruction Finetuned Multilingual Multimodal Model | Dec 10, 2024 | model | CodeCode Available | 2 |
| TT-MPD: Test Time Model Pruning and Distillation | Dec 10, 2024 | Knowledge Distillationmodel | —Unverified | 0 |