| RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier | Oct 29, 2024 | Classificationregression | CodeCode Available | 1 |
| EconoJax: A Fast & Scalable Economic Simulation in Jax | Oct 29, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Lighten CARAFE: Dynamic Lightweight Upsampling with Guided Reassemble Kernels | Oct 29, 2024 | Feature Upsamplingobject-detection | CodeCode Available | 1 |
| Optimizing Posterior Samples for Bayesian Optimization via Rootfinding | Oct 29, 2024 | Bayesian Optimizationglobal-optimization | CodeCode Available | 1 |
| Toxicity of the Commons: Curating Open-Source Pre-Training Data | Oct 29, 2024 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 1 |
| SceneGenAgent: Precise Industrial Scene Generation with Coding Agent | Oct 29, 2024 | C++ codeScene Generation | CodeCode Available | 1 |
| Flow Matching for Posterior Inference with Simulator Feedback | Oct 29, 2024 | Astronomy | CodeCode Available | 1 |
| EI-Nexus: Towards Unmediated and Flexible Inter-Modality Local Feature Extraction and Matching for Event-Image Data | Oct 29, 2024 | Pose Estimation | CodeCode Available | 1 |
| Can Language Models Replace Programmers for Coding? REPOCOD Says 'Not Yet' | Oct 29, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| f-PO: Generalizing Preference Optimization with f-divergence Minimization | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention | Oct 29, 2024 | Object | CodeCode Available | 1 |
| SAM-Swin: SAM-Driven Dual-Swin Transformers with Adaptive Lesion Enhancement for Laryngo-Pharyngeal Tumor Detection | Oct 29, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 1 |
| An Efficient Approach to Generate Safe Drivable Space by LiDAR-Camera-HDmap Fusion | Oct 29, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation | Oct 29, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| How Does Critical Batch Size Scale in Pre-training? | Oct 29, 2024 | Scheduling | CodeCode Available | 1 |
| Learning Successor Features the Simple Way | Oct 29, 2024 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Distinguishing Ignorance from Error in LLM Hallucinations | Oct 29, 2024 | HallucinationQuestion Answering | CodeCode Available | 1 |
| Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language Models | Oct 29, 2024 | | CodeCode Available | 1 |
| A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks | Oct 29, 2024 | MambaReinforcement Learning (RL) | CodeCode Available | 1 |
| ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction | Oct 28, 2024 | Exposure CorrectionMamba | CodeCode Available | 1 |
| Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics? | Oct 28, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| skwdro: a library for Wasserstein distributionally robust machine learning | Oct 28, 2024 | | CodeCode Available | 1 |
| Beyond Autoregression: Fast LLMs via Self-Distillation Through Time | Oct 28, 2024 | Automated Theorem ProvingCode Generation | CodeCode Available | 1 |
| NYC-Event-VPR: A Large-Scale High-Resolution Event-Based Visual Place Recognition Dataset in Dense Urban Environments | Oct 28, 2024 | Simultaneous Localization and MappingVisual Place Recognition | CodeCode Available | 1 |
| Belief in the Machine: Investigating Epistemological Blind Spots of Language Models | Oct 28, 2024 | Epistemic ReasoningFact Checking | CodeCode Available | 1 |
| BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference | Oct 28, 2024 | | CodeCode Available | 1 |
| CardiacNet: Learning to Reconstruct Abnormalities for Cardiac Disease Assessment from Echocardiogram Videos | Oct 28, 2024 | | CodeCode Available | 1 |
| Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding | Oct 28, 2024 | Computational Efficiency | CodeCode Available | 1 |
| Learning to Handle Complex Constraints for Vehicle Routing Problems | Oct 28, 2024 | DecoderTraveling Salesman Problem | CodeCode Available | 1 |
| Interpretable Image Classification with Adaptive Prototype-based Vision Transformers | Oct 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| SepMamba: State-space models for speaker separation using Mamba | Oct 28, 2024 | MambaSpeaker Separation | CodeCode Available | 1 |
| MAMMAL -- Molecular Aligned Multi-Modal Architecture and Language | Oct 28, 2024 | Drug DiscoveryProperty Prediction | CodeCode Available | 1 |
| NeuGPT: Unified multi-modal Neural GPT | Oct 28, 2024 | EEGText Generation | CodeCode Available | 1 |
| Robust Variational Contrastive Learning for Partially View-unaligned Clustering | Oct 28, 2024 | ClusteringContrastive Learning | CodeCode Available | 1 |
| MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane Sweeps | Oct 28, 2024 | 3D Object DetectionDepth Estimation | CodeCode Available | 1 |
| Mitigating Unauthorized Speech Synthesis for Voice Protection | Oct 28, 2024 | Data AugmentationFace Swapping | CodeCode Available | 1 |
| IndraEye: Infrared Electro-Optical UAV-based Perception Dataset for Robust Downstream Tasks | Oct 28, 2024 | Domain Adaptationobject-detection | CodeCode Available | 1 |
| Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition | Oct 28, 2024 | Long-tail LearningVisual Prompt Tuning | CodeCode Available | 1 |
| Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge | Oct 28, 2024 | RetrievalRetrosynthesis | CodeCode Available | 1 |
| Absorb & Escape: Overcoming Single Model Limitations in Generating Genomic Sequences | Oct 28, 2024 | | CodeCode Available | 1 |
| FewVS: A Vision-Semantics Integration Framework for Few-Shot Image Classification | Oct 28, 2024 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion models | Oct 28, 2024 | Adversarial TextImage Generation | CodeCode Available | 1 |
| GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems | Oct 28, 2024 | Recommendation Systems | CodeCode Available | 1 |
| Reconstructing dynamics from sparse observations with no training on target system | Oct 28, 2024 | Hybrid Machine LearningTime Series Analysis | CodeCode Available | 1 |
| FACTS: A Factored State-Space Framework For World Modelling | Oct 28, 2024 | Multivariate Time Series ForecastingState Space Models | CodeCode Available | 1 |
| Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design | Oct 28, 2024 | Drug Design | CodeCode Available | 1 |
| Going Beyond H&E and Oncology: How Do Histopathology Foundation Models Perform for Multi-stain IHC and Immunology? | Oct 28, 2024 | Feature ImportanceMultiple Instance Learning | CodeCode Available | 1 |
| Deep Learning-Based CKM Construction with Image Super-Resolution | Oct 28, 2024 | Deep LearningImage Super-Resolution | CodeCode Available | 1 |
| KD-LoRA: A Hybrid Approach to Efficient Fine-Tuning with LoRA and Knowledge Distillation | Oct 28, 2024 | GPUKnowledge Distillation | CodeCode Available | 1 |
| SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning | Oct 28, 2024 | Generative Adversarial NetworkTime Series | CodeCode Available | 1 |