| Small Language Models: Survey, Measurements, and Insights | Sep 24, 2024 | BenchmarkingDecoder | CodeCode Available | 2 |
| A Survey on Multimodal Benchmarks: In the Era of Large AI Models | Sep 21, 2024 | BenchmarkingSurvey | CodeCode Available | 2 |
| Recent Advances in OOD Detection: Problems and Approaches | Sep 18, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 2 |
| One missing piece in Vision and Language: A Survey on Comics Understanding | Sep 14, 2024 | document understandingimage-classification | CodeCode Available | 2 |
| Agents in Software Engineering: Survey, Landscape, and Vision | Sep 13, 2024 | Survey | CodeCode Available | 2 |
| Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective | Sep 11, 2024 | Aspect-Based Sentiment AnalysisEmotion Recognition | CodeCode Available | 2 |
| A Survey on Diffusion Models for Recommender Systems | Sep 8, 2024 | Data AugmentationRecommendation Systems | CodeCode Available | 2 |
| A Survey on Mixup Augmentations and Beyond | Sep 8, 2024 | Image ClassificationSelf-Supervised Learning | CodeCode Available | 2 |
| A Comprehensive Survey on Evidential Deep Learning and Its Applications | Sep 7, 2024 | Autonomous DrivingDeep Learning | CodeCode Available | 2 |
| Unveiling Deep Shadows: A Survey and Benchmark on Image and Video Shadow Detection, Removal, and Generation in the Deep Learning Era | Sep 3, 2024 | Scene UnderstandingShadow Detection | CodeCode Available | 2 |
| Image Segmentation in Foundation Model Era: A Survey | Aug 23, 2024 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| A Survey on Benchmarks of Multimodal Large Language Models | Aug 16, 2024 | Question AnsweringSurvey | CodeCode Available | 2 |
| Machine Unlearning in Generative AI: A Survey | Jul 30, 2024 | Machine UnlearningSurvey | CodeCode Available | 2 |
| Adversarial Attacks and Defenses on Text-to-Image Diffusion Models: A Survey | Jul 10, 2024 | Adversarial AttackImage Generation | CodeCode Available | 2 |
| Diffusion Models and Representation Learning: A Survey | Jun 30, 2024 | DenoisingRepresentation Learning | CodeCode Available | 2 |
| JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models | Jun 26, 2024 | LLM JailbreakSurvey | CodeCode Available | 2 |
| Ontology Embedding: A Survey of Methods, Applications and Resources | Jun 16, 2024 | Logical ReasoningOntology Embedding | CodeCode Available | 2 |
| Towards Vision-Language Geo-Foundation Model: A Survey | Jun 13, 2024 | Earth ObservationImage Captioning | CodeCode Available | 2 |
| Towards Lifelong Learning of Large Language Models: A Survey | Jun 10, 2024 | Continual PretrainingIncremental Learning | CodeCode Available | 2 |
| Poisoning Attacks and Defenses in Recommender Systems: A Survey | Jun 3, 2024 | Recommendation SystemsSurvey | CodeCode Available | 2 |
| Towards Scalable Automated Alignment of LLMs: A Survey | Jun 3, 2024 | Survey | CodeCode Available | 2 |
| Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization | Jun 3, 2024 | Survey | CodeCode Available | 2 |
| Visual place recognition for aerial imagery: A survey | Jun 2, 2024 | SurveyVisual Localization | CodeCode Available | 2 |
| A Survey on Large Language Models for Code Generation | Jun 1, 2024 | Code GenerationHumanEval | CodeCode Available | 2 |
| A Survey of Multimodal Large Language Model from A Data-centric Perspective | May 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Large Language Models Meet NLP: A Survey | May 21, 2024 | Survey | CodeCode Available | 2 |
| Evaluation of Retrieval-Augmented Generation: A Survey | May 13, 2024 | Information RetrievalRAG | CodeCode Available | 2 |
| General Place Recognition Survey: Towards Real-World Autonomy | May 8, 2024 | Simultaneous Localization and MappingSurvey | CodeCode Available | 2 |
| Vision Mamba: A Comprehensive Survey and Taxonomy | May 7, 2024 | MambaMedical Image Analysis | CodeCode Available | 2 |
| Acceleration Algorithms in GNNs: A Survey | May 7, 2024 | Graph LearningSurvey | CodeCode Available | 2 |
| Foundation Models for Video Understanding: A Survey | May 6, 2024 | SurveyVideo Understanding | CodeCode Available | 2 |
| Video Diffusion Models: A Survey | May 6, 2024 | SurveyText-to-Video Generation | CodeCode Available | 2 |
| Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation Model Eras | Apr 29, 2024 | Multi-Task LearningPrognosis | CodeCode Available | 2 |
| Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era | Apr 17, 2024 | FairnessInformation Retrieval | CodeCode Available | 2 |
| Deep Portrait Quality Assessment. A NTIRE 2024 Challenge Survey | Apr 17, 2024 | Survey | CodeCode Available | 2 |
| A Comprehensive Survey on Self-Supervised Learning for Recommendation | Apr 4, 2024 | Contrastive LearningRecommendation Systems | CodeCode Available | 2 |
| A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) | Mar 31, 2024 | Collaborative FilteringRecommendation Systems | CodeCode Available | 2 |
| Survey of Computerized Adaptive Testing: A Machine Learning Perspective | Mar 31, 2024 | cognitive diagnosisQuestion Selection | CodeCode Available | 2 |
| Against The Achilles' Heel: A Survey on Red Teaming for Generative Models | Mar 31, 2024 | Red TeamingSurvey | CodeCode Available | 2 |
| A Survey on 3D Egocentric Human Pose Estimation | Mar 26, 2024 | 3D Human Pose EstimationEgocentric Pose Estimation | CodeCode Available | 2 |
| Knowledge Conflicts for LLMs: A Survey | Mar 13, 2024 | MisinformationSurvey | CodeCode Available | 2 |
| Towards Measuring and Modeling "Culture" in LLMs: A Survey | Mar 5, 2024 | Survey | CodeCode Available | 2 |
| SURE: SUrvey REcipes for building reliable and robust deep networks | Mar 1, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey | Feb 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| The Revolution of Multimodal Large Language Models: A Survey | Feb 19, 2024 | Image GenerationInstruction Following | CodeCode Available | 2 |
| Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey | Feb 14, 2024 | Survey | CodeCode Available | 2 |
| A Survey on Domain Generalization for Medical Image Analysis | Feb 7, 2024 | Domain GeneralizationMedical Image Analysis | CodeCode Available | 2 |
| Graph Domain Adaptation: Challenges, Progress and Prospects | Feb 1, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 2 |
| On the Challenges of Fuzzing Techniques via Large Language Models | Feb 1, 2024 | software testingSurvey | CodeCode Available | 2 |
| A Survey on Hallucination in Large Vision-Language Models | Feb 1, 2024 | HallucinationSurvey | CodeCode Available | 2 |