| Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner | Dec 24, 2024 | Autonomous DrivingDataset Generation | CodeCode Available | 1 |
| Beyond Gradient Averaging in Parallel Optimization: Improved Robustness through Gradient Agreement Filtering | Dec 24, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Extract Free Dense Misalignment from CLIP | Dec 24, 2024 | HallucinationImage Generation | CodeCode Available | 1 |
| Towards Modality Generalization: A Benchmark and Prospective Analysis | Dec 24, 2024 | | CodeCode Available | 1 |
| LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating | Dec 24, 2024 | document understandingQuestion Answering | CodeCode Available | 1 |
| An Automatic Graph Construction Framework based on Large Language Models for Recommendation | Dec 24, 2024 | graph constructionQuantization | CodeCode Available | 1 |
| Accelerating AIGC Services with Latent Action Diffusion Scheduling in Edge Networks | Dec 24, 2024 | Scheduling | CodeCode Available | 1 |
| Underwater Image Restoration via Polymorphic Large Kernel CNNs | Dec 24, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 1 |
| Learning to engineer protein flexibility | Dec 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| VisionGRU: A Linear-Complexity RNN Model for Efficient Image Analysis | Dec 24, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks | Dec 23, 2024 | Gaussian Processes | CodeCode Available | 1 |
| Towards Unsupervised Model Selection for Domain Adaptive Object Detection | Dec 23, 2024 | Model Selectionobject-detection | CodeCode Available | 1 |
| Comprehensive Multi-Modal Prototypes are Simple and Effective Classifiers for Vast-Vocabulary Object Detection | Dec 23, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| The Superposition of Diffusion Models Using the Itô Density Estimator | Dec 23, 2024 | | CodeCode Available | 1 |
| Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual Decoding | Dec 23, 2024 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| CARL-GT: Evaluating Causal Reasoning Capabilities of Large Language Models | Dec 23, 2024 | Decision MakingMath | CodeCode Available | 1 |
| QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation | Dec 23, 2024 | Breast Cancer DetectionDecoder | CodeCode Available | 1 |
| Brain-to-Text Benchmark '24: Lessons Learned | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Resource-Aware Arabic LLM Creation: Model Adaptation, Integration, and Multi-Domain Testing | Dec 23, 2024 | ArabicMMLUDialect Identification | CodeCode Available | 1 |
| A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application | Dec 23, 2024 | | CodeCode Available | 1 |
| GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems | Dec 23, 2024 | Click-Through Rate PredictionClustering | CodeCode Available | 1 |
| LegalAgentBench: Evaluating LLM Agents in Legal Domain | Dec 23, 2024 | Decision Making | CodeCode Available | 1 |
| BrainMAP: Learning Multiple Activation Pathways in Brain Networks | Dec 23, 2024 | MambaMixture-of-Experts | CodeCode Available | 1 |
| Multi-Modal Grounded Planning and Efficient Replanning For Learning Embodied Agents with A Few Examples | Dec 23, 2024 | Common Sense ReasoningTask Planning | CodeCode Available | 1 |
| Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly Detection | Dec 23, 2024 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| On the Generalization Ability of Machine-Generated Text Detectors | Dec 23, 2024 | BenchmarkingMisinformation | CodeCode Available | 1 |
| Hierarchical Vector Quantization for Unsupervised Action Segmentation | Dec 23, 2024 | Action SegmentationClustering | CodeCode Available | 1 |
| Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp) | Dec 23, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 |
| Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection | Dec 23, 2024 | Anomaly DetectionPrompt Learning | CodeCode Available | 1 |
| Unity is Strength: Unifying Convolutional and Transformeral Features for Better Person Re-Identification | Dec 23, 2024 | Person Re-IdentificationUnity | CodeCode Available | 1 |
| AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation | Dec 23, 2024 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion | Dec 23, 2024 | Decision MakingMulti-modal Classification | CodeCode Available | 1 |
| CodeV: Issue Resolving with Visual Data | Dec 23, 2024 | | CodeCode Available | 1 |
| Neural Spatial-Temporal Tensor Representation for Infrared Small Target Detection | Dec 23, 2024 | | CodeCode Available | 1 |
| Uncertainty-Participation Context Consistency Learning for Semi-supervised Semantic Segmentation | Dec 23, 2024 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMAC | Dec 23, 2024 | BenchmarkingMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| LiveIdeaBench: Evaluating LLMs' Scientific Creativity and Idea Generation with Minimal Context | Dec 23, 2024 | | CodeCode Available | 1 |
| VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling | Dec 23, 2024 | Anomaly DetectionMamba | CodeCode Available | 1 |
| Knowledge Editing through Chain-of-Thought | Dec 23, 2024 | knowledge editingWorld Knowledge | CodeCode Available | 1 |
| WildPPG: A Real-World PPG Dataset of Long Continuous Recordings | Dec 23, 2024 | Heart rate estimationPhotoplethysmography (PPG) | CodeCode Available | 1 |
| Seamless Detection: Unifying Salient Object Detection and Camouflaged Object Detection | Dec 22, 2024 | DecoderObject | CodeCode Available | 1 |
| Optimal signal transmission and timescale diversity in a model of human brain operating near criticality | Dec 22, 2024 | Diversity | CodeCode Available | 1 |
| Empirical evaluation of normalizing flows in Markov Chain Monte Carlo | Dec 22, 2024 | | CodeCode Available | 1 |
| Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers | Dec 22, 2024 | MemorizationTest-time Adaptation | CodeCode Available | 1 |
| A Conditional Diffusion Model for Electrical Impedance Tomography Image Reconstruction | Dec 22, 2024 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| SAIL: Sample-Centric In-Context Learning for Document Information Extraction | Dec 22, 2024 | In-Context Learning | CodeCode Available | 1 |
| LLM-Powered User Simulator for Recommender System | Dec 22, 2024 | Recommendation Systemsreinforcement-learning | CodeCode Available | 1 |
| Grams: Gradient Descent with Adaptive Momentum Scaling | Dec 22, 2024 | | CodeCode Available | 1 |
| Interactive Classification Metrics: A graphical application to build robust intuition for classification model evaluation | Dec 22, 2024 | Binary ClassificationClassification | CodeCode Available | 1 |
| Online Preference-based Reinforcement Learning with Self-augmented Feedback from Large Language Model | Dec 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |