| Deep Operator Neural Network Model Predictive Control | May 23, 2025 | modelModel Predictive Control | CodeCode Available | 1 |
| Flow Matching based Sequential Recommender Model | May 22, 2025 | modelSequential Recommendation | CodeCode Available | 1 |
| ChemMLLM: Chemical Multimodal Large Language Model | May 22, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks | May 15, 2025 | Autonomous DrivingContrastive Learning | CodeCode Available | 1 |
| Differentiable Nonlinear Model Predictive Control | May 2, 2025 | modelModel Predictive Control | CodeCode Available | 1 |
| Model Tensor Planning | May 2, 2025 | modelModel Predictive Control | CodeCode Available | 1 |
| Carbon Aware Transformers Through Joint Model-Hardware Optimization | May 2, 2025 | model | CodeCode Available | 1 |
| SpectrumFM: A Foundation Model for Intelligent Spectrum Management | May 2, 2025 | Anomaly DetectionFew-Shot Learning | CodeCode Available | 1 |
| ZeroSumEval: Scaling LLM Evaluation with Inter-Model Competition | Apr 17, 2025 | model | CodeCode Available | 1 |
| DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging | Apr 16, 2025 | Image Generationmodel | CodeCode Available | 1 |
| Speculative Thinking: Enhancing Small-Model Reasoning with Large Model Guidance at Inference Time | Apr 12, 2025 | model | CodeCode Available | 1 |
| BlenderGym: Benchmarking Foundational Model Systems for Graphics Editing | Apr 2, 2025 | 3D ReconstructionBenchmarking | CodeCode Available | 1 |
| Representation Bending for Large Language Model Safety | Apr 2, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AdaRank: Adaptive Rank Pruning for Enhanced Model Merging | Mar 28, 2025 | Computational Efficiencymodel | CodeCode Available | 1 |
| DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature Enhancement | Mar 27, 2025 | Image Segmentationmodel | CodeCode Available | 1 |
| Reinforced Model Merging | Mar 27, 2025 | model | CodeCode Available | 1 |
| Language Model Uncertainty Quantification with Attention Chain | Mar 24, 2025 | Computational EfficiencyLanguage Modeling | CodeCode Available | 1 |
| Bootstrapped Model Predictive Control | Mar 24, 2025 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Offline Model-Based Optimization: Comprehensive Review | Mar 21, 2025 | modelNeural Architecture Search | CodeCode Available | 1 |
| DeCaFlow: A Deconfounding Causal Generative Model | Mar 19, 2025 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| TriLiteNet: Lightweight Model for Multi-Task Visual Perception | Mar 17, 2025 | Autonomous DrivingComputational Efficiency | CodeCode Available | 1 |
| Rethinking Diffusion Model in High Dimension | Mar 11, 2025 | model | CodeCode Available | 1 |
| One-Step Diffusion Model for Image Motion-Deblurring | Mar 9, 2025 | DeblurringDenoising | CodeCode Available | 1 |
| FuseChat-3.0: Preference Optimization Meets Heterogeneous Model Fusion | Mar 6, 2025 | General KnowledgeInstruction Following | CodeCode Available | 1 |
| Mixtera: A Data Plane for Foundation Model Training | Feb 27, 2025 | model | CodeCode Available | 1 |
| AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence | Feb 19, 2025 | Code GenerationDecision Making | CodeCode Available | 1 |
| WyckoffDiff -- A Generative Diffusion Model for Crystal Symmetry | Feb 10, 2025 | modelPosition | CodeCode Available | 1 |
| Do Large Language Model Benchmarks Test Reliability? | Feb 5, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Parameter Efficient Fine-Tuning of Segment Anything Model | Feb 1, 2025 | modelparameter-efficient fine-tuning | CodeCode Available | 1 |
| RMDM: Radio Map Diffusion Model with Physics Informed | Jan 31, 2025 | DenoisingIntelligent Communication | CodeCode Available | 1 |
| MatIR: A Hybrid Mamba-Transformer Image Restoration Model | Jan 30, 2025 | Computational EfficiencyImage Inpainting | CodeCode Available | 1 |
| Dream to Drive with Predictive Individual World Model | Jan 28, 2025 | Autonomous Drivingmodel | CodeCode Available | 1 |
| Atla Selene Mini: A General Purpose Evaluation Model | Jan 27, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Generative diffusion model with inverse renormalization group flows | Jan 15, 2025 | Audio SynthesisDenoising | CodeCode Available | 1 |
| AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting | Jan 1, 2025 | Disentanglementmodel | CodeCode Available | 1 |
| Training-free Heterogeneous Model Merging | Dec 29, 2024 | model | CodeCode Available | 1 |
| ConfliBERT: A Language Model for Political Conflict | Dec 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Entropy-Regularized Process Reward Model | Dec 15, 2024 | GSM8KMath | CodeCode Available | 1 |
| Revisiting Weight Averaging for Model Merging | Dec 11, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Temporal Linear Item-Item Model for Sequential Recommendation | Dec 10, 2024 | modelSequential Recommendation | CodeCode Available | 1 |
| Continual Learning for Segment Anything Model Adaptation | Dec 9, 2024 | Continual Learningmodel | CodeCode Available | 1 |
| M^3PC: Test-time Model Predictive Control for Pretrained Masked Trajectory Model | Dec 7, 2024 | D4RLmodel | CodeCode Available | 1 |
| Smoothie: Label Free Language Model Routing | Dec 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| EchoONE: Segmenting Multiple echocardiography Planes in One Model | Dec 4, 2024 | model | CodeCode Available | 1 |
| DiffPatch: Generating Customizable Adversarial Patches using Diffusion Model | Dec 2, 2024 | model | CodeCode Available | 1 |
| Learn from Foundation Model: Fruit Detection Model without Manual Annotation | Nov 25, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Recursive Gaussian Process State Space Model | Nov 22, 2024 | Computational EfficiencyHyperparameter Optimization | CodeCode Available | 1 |
| Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning | Nov 20, 2024 | Mambamodel | CodeCode Available | 1 |
| Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement | Nov 15, 2024 | model | CodeCode Available | 1 |
| Towards Automated Model Design on Recommender Systems | Nov 12, 2024 | AutoMLClick-Through Rate Prediction | CodeCode Available | 1 |
