| ml_edm package: a Python toolkit for Machine Learning based Early Decision Making | Aug 23, 2024 | Decision MakingEarly Classification | CodeCode Available | 1 |
| Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation | Aug 23, 2024 | Crack SegmentationSegmentation | CodeCode Available | 1 |
| VFM-Det: Towards High-Performance Vehicle Detection via Large Foundation Models | Aug 23, 2024 | Contrastive LearningLanguage Modelling | CodeCode Available | 1 |
| MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries | Aug 23, 2024 | Decision Making | CodeCode Available | 1 |
| Causal-Guided Active Learning for Debiasing Large Language Models | Aug 23, 2024 | Active LearningDiversity | CodeCode Available | 1 |
| Multivariate Time-Series Anomaly Detection based on Enhancing Graph Attention Networks with Topological Analysis | Aug 23, 2024 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| O-Mamba: O-shape State-Space Model for Underwater Image Enhancement | Aug 23, 2024 | Image EnhancementMamba | CodeCode Available | 1 |
| Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey | Aug 23, 2024 | Ethics | CodeCode Available | 1 |
| Enhancing Knowledge Tracing with Concept Map and Response Disentanglement | Aug 23, 2024 | DisentanglementKnowledge Tracing | CodeCode Available | 1 |
| T3M: Text Guided 3D Human Motion Synthesis from Speech | Aug 23, 2024 | DiversityMotion Generation | CodeCode Available | 1 |
| Memory-Efficient LLM Training with Online Subspace Descent | Aug 23, 2024 | | CodeCode Available | 1 |
| MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents | Aug 22, 2024 | DiagnosticText Generation | CodeCode Available | 1 |
| RoundTable: Leveraging Dynamic Schema and Contextual Autocomplete for Enhanced Query Precision in Tabular Question Answering | Aug 22, 2024 | Natural Language QueriesQuestion Answering | CodeCode Available | 1 |
| Search-Based LLMs for Code Optimization | Aug 22, 2024 | | CodeCode Available | 1 |
| VTON-HandFit: Virtual Try-on for Arbitrary Hand Pose Guided by Hand Priors Embedding | Aug 22, 2024 | DisentanglementVirtual Try-on | CodeCode Available | 1 |
| ND-SDF: Learning Normal Deflection Fields for High-Fidelity Indoor Reconstruction | Aug 22, 2024 | | CodeCode Available | 1 |
| Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks | Aug 22, 2024 | Contrastive LearningDynamic Link Prediction | CodeCode Available | 1 |
| An Evaluation of Deep Learning Models for Stock Market Trend Prediction | Aug 22, 2024 | DenoisingTime Series | CodeCode Available | 1 |
| Tackling Data Heterogeneity in Federated Learning via Loss Decomposition | Aug 22, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detection | Aug 22, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets | Aug 22, 2024 | AllBenchmarking | CodeCode Available | 1 |
| ISETHDR: A Physics-based Synthetic Radiance Dataset for High Dynamic Range Driving Scenes | Aug 22, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Unlocking Attributes' Contribution to Successful Camouflage: A Combined Textual and VisualAnalysis Strategy | Aug 22, 2024 | AttributeCamouflaged Object Segmentation | CodeCode Available | 1 |
| Non-Homophilic Graph Pre-Training and Prompt Learning | Aug 22, 2024 | Prompt Learning | CodeCode Available | 1 |
| OVA-DETR: Open Vocabulary Aerial Object Detection Using Image-Text Alignment and Fusion | Aug 22, 2024 | Decoderobject-detection | CodeCode Available | 1 |
| GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models | Aug 22, 2024 | counterfactualData Augmentation | CodeCode Available | 1 |
| Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes | Aug 22, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| UMAD: University of Macau Anomaly Detection Benchmark Dataset | Aug 22, 2024 | Anomaly DetectionChange Detection | CodeCode Available | 1 |
| SPARK: Multi-Vision Sensor Perception and Reasoning Benchmark for Large-scale Vision-Language Models | Aug 22, 2024 | | CodeCode Available | 1 |
| FlexEdit: Marrying Free-Shape Masks to VLLM for Flexible Image Editing | Aug 22, 2024 | | CodeCode Available | 1 |
| Quantization-aware Matrix Factorization for Low Bit Rate Image Compression | Aug 22, 2024 | Image CompressionQuantization | CodeCode Available | 1 |
| Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers | Aug 22, 2024 | Model Compression | CodeCode Available | 1 |
| Cross-Domain Foundation Model Adaptation: Pioneering Computer Vision Models for Geophysical Data Analysis | Aug 22, 2024 | | CodeCode Available | 1 |
| Self-Learning for Personalized Keyword Spotting on Ultra-Low-Power Audio Sensors | Aug 22, 2024 | Keyword SpottingSelf-Learning | CodeCode Available | 1 |
| Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement | Aug 22, 2024 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| A Benchmark for AI-based Weather Data Assimilation | Aug 21, 2024 | Weather Forecasting | CodeCode Available | 1 |
| TWLV-I: Analysis and Insights from Holistic Evaluation on Video Foundation Models | Aug 21, 2024 | Action RecognitionEmbeddings Evaluation | CodeCode Available | 1 |
| CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity Prediction | Aug 21, 2024 | Drug DesignPrediction | CodeCode Available | 1 |
| Sum of Squares Circuits | Aug 21, 2024 | | CodeCode Available | 1 |
| Interpretable Long-term Action Quality Assessment | Aug 21, 2024 | Action Quality AssessmentDiversity | CodeCode Available | 1 |
| OAPT: Offset-Aware Partition Transformer for Double JPEG Artifacts Removal | Aug 21, 2024 | Image Restoration | CodeCode Available | 1 |
| MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning | Aug 21, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Approaching Deep Learning through the Spectral Dynamics of Weights | Aug 21, 2024 | Deep Learningimage-classification | CodeCode Available | 1 |
| Does It Look Sequential? An Analysis of Datasets for Evaluation of Sequential Recommendations | Aug 21, 2024 | Recommendation Systems | CodeCode Available | 1 |
| FocusLLM: Precise Understanding of Long Context by Dynamic Condensing | Aug 21, 2024 | 8kDecoder | CodeCode Available | 1 |
| Great Memory, Shallow Reasoning: Limits of kNN-LMs | Aug 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs | Aug 21, 2024 | Compressed Image Super-resolutionImage Super-Resolution | CodeCode Available | 1 |
| UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation | Aug 21, 2024 | Image GenerationImage Retrieval | CodeCode Available | 1 |
| Positional Prompt Tuning for Efficient 3D Representation Learning | Aug 21, 2024 | 3D Parameter-Efficient Fine-Tuning for Classification3D Point Cloud Classification | CodeCode Available | 1 |
| SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering | Aug 21, 2024 | Safety Alignment | CodeCode Available | 1 |