| Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models | Oct 31, 2024 | | CodeCode Available | 1 |
| AlphaTrans: A Neuro-Symbolic Compositional Approach for Repository-Level Code Translation and Validation | Oct 31, 2024 | Code TranslationTranslation | CodeCode Available | 1 |
| Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction | Oct 31, 2024 | Disaster ResponseLanguage Modeling | CodeCode Available | 1 |
| MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation | Oct 31, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking | Oct 31, 2024 | BenchmarkingImputation | CodeCode Available | 1 |
| Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales? | Oct 31, 2024 | DenoisingIn-Context Learning | CodeCode Available | 1 |
| Prospective Learning: Learning for a Dynamic Future | Oct 31, 2024 | PAC learning | CodeCode Available | 1 |
| GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages | Oct 31, 2024 | Language Identification | CodeCode Available | 1 |
| Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning | Oct 30, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| A Walsh Hadamard Derived Linear Vector Symbolic Architecture | Oct 30, 2024 | Computational Efficiency | CodeCode Available | 1 |
| DataRec: A Python Library for Standardized and Reproducible Data Management in Recommender Systems | Oct 30, 2024 | BenchmarkingManagement | CodeCode Available | 1 |
| LGU-SLAM: Learnable Gaussian Uncertainty Matching with Deformable Correlation Sampling for Deep Visual SLAM | Oct 30, 2024 | Simultaneous Localization and MappingVisual Odometry | CodeCode Available | 1 |
| TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models | Oct 30, 2024 | Video Understanding | CodeCode Available | 1 |
| DAVINCI: A Single-Stage Architecture for Constrained CAD Sketch Inference | Oct 30, 2024 | Data Augmentation | CodeCode Available | 1 |
| Diceplot: A package for high dimensional categorical data visualization | Oct 30, 2024 | Data Visualization | CodeCode Available | 1 |
| EchoFM: Foundation Model for Generalizable Echocardiogram Analysis | Oct 30, 2024 | Contrastive Learningmodel | CodeCode Available | 1 |
| FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images | Oct 30, 2024 | Face Swapping | CodeCode Available | 1 |
| Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting | Oct 30, 2024 | | CodeCode Available | 1 |
| Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists | Oct 30, 2024 | Feature Engineering | CodeCode Available | 1 |
| Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning | Oct 30, 2024 | Computational EfficiencyIn-Context Learning | CodeCode Available | 1 |
| CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense | Oct 30, 2024 | Adversarial DefenseDisentanglement | CodeCode Available | 1 |
| Effective and Efficient Adversarial Detection for Vision-Language Models via A Single Vector | Oct 30, 2024 | | CodeCode Available | 1 |
| DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET | Oct 30, 2024 | | CodeCode Available | 1 |
| SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion | Oct 30, 2024 | Infrared And Visible Image Fusion | CodeCode Available | 1 |
| When can classical neural networks represent quantum states? | Oct 30, 2024 | | CodeCode Available | 1 |
| Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval | Oct 30, 2024 | RAGResponse Generation | CodeCode Available | 1 |
| TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes | Oct 30, 2024 | Point Processes | CodeCode Available | 1 |
| Simulation-Free Training of Neural ODEs on Paired Data | Oct 30, 2024 | | CodeCode Available | 1 |
| DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data | Oct 30, 2024 | Decision MakingImputation | CodeCode Available | 1 |
| DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity | Oct 30, 2024 | Memorization | CodeCode Available | 1 |
| bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction | Oct 30, 2024 | DenoisingVideo Reconstruction | CodeCode Available | 1 |
| Online Intrinsic Rewards for Decision Making Agents from Large Language Model Feedback | Oct 30, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Is Function Similarity Over-Engineered? Building a Benchmark | Oct 30, 2024 | Malware AnalysisVulnerability Detection | CodeCode Available | 1 |
| FlexTSF: A Universal Forecasting Model for Time Series with Variable Regularities | Oct 30, 2024 | Irregular Time SeriesMissing Values | CodeCode Available | 1 |
| High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer | Oct 30, 2024 | Document EnhancementFeature Importance | CodeCode Available | 1 |
| Survey of Cultural Awareness in Language Models: Text and Beyond | Oct 30, 2024 | Benchmarking | CodeCode Available | 1 |
| WaveRoRA: Wavelet Rotary Route Attention for Multivariate Time Series Forecasting | Oct 30, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| SCRREAM : SCan, Register, REnder And Map:A Framework for Annotating Accurate and Dense 3D Indoor Scenes with a Benchmark | Oct 30, 2024 | 6D Pose EstimationPose Estimation | CodeCode Available | 1 |
| Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation | Oct 29, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Solving Epistemic Logic Programs using Generate-and-Test with Propagation | Oct 29, 2024 | | CodeCode Available | 1 |
| Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models | Oct 29, 2024 | Adversarial RobustnessAll | CodeCode Available | 1 |
| Embedding-based classifiers can detect prompt injection attacks | Oct 29, 2024 | | CodeCode Available | 1 |
| Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images | Oct 29, 2024 | Image GenerationSuper-Resolution | CodeCode Available | 1 |
| SimRec: Mitigating the Cold-Start Problem in Sequential Recommendation by Integrating Item Similarity | Oct 29, 2024 | Recommendation SystemsSequential Recommendation | CodeCode Available | 1 |
| PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices | Oct 29, 2024 | Objectobject-detection | 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 |
| 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 |
| An Efficient Approach to Generate Safe Drivable Space by LiDAR-Camera-HDmap Fusion | Oct 29, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| EconoJax: A Fast & Scalable Economic Simulation in Jax | Oct 29, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |