| Improving Predictor Reliability with Selective Recalibration | Oct 7, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| An Evaluation of Large Pre-Trained Models for Gesture Recognition using Synthetic Videos | Oct 3, 2024 | ClassificationGesture Recognition | —Unverified | 0 |
| Toward a Holistic Evaluation of Robustness in CLIP Models | Oct 2, 2024 | ClassificationOut-of-Distribution Detection | —Unverified | 0 |
| AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment | Oct 2, 2024 | Self-Supervised Learningzero-shot-classification | CodeCode Available | 1 |
| NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion Models | Oct 1, 2024 | Contrastive LearningEEG | CodeCode Available | 0 |
| Zero-Shot Classification of Crisis Tweets Using Instruction-Finetuned Large Language Models | Sep 30, 2024 | ClassificationDisaster Response | —Unverified | 0 |
| From Unimodal to Multimodal: Scaling up Projectors to Align Modalities | Sep 28, 2024 | Image-text RetrievalSemantic Similarity | CodeCode Available | 0 |
| CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning | Sep 26, 2024 | backdoor defenseContrastive Learning | —Unverified | 0 |
| Benchmarking LLMs in Political Content Text-Annotation: Proof-of-Concept with Toxicity and Incivility Data | Sep 15, 2024 | Benchmarkingtext annotation | —Unverified | 0 |
| Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations | Sep 11, 2024 | Image-text RetrievalText Retrieval | —Unverified | 0 |
| An Art-centric perspective on AI-based content moderation of nudity | Sep 10, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| Deep Clustering of Remote Sensing Scenes through Heterogeneous Transfer Learning | Sep 5, 2024 | ClusteringDeep Clustering | —Unverified | 0 |
| Have Large Vision-Language Models Mastered Art History? | Sep 5, 2024 | Classificationimage-classification | —Unverified | 0 |
| Boosting Vision-Language Models for Histopathology Classification: Predict all at once | Sep 3, 2024 | Allzero-shot-classification | CodeCode Available | 2 |
| Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment | Sep 3, 2024 | Image RetrievalRetrieval | CodeCode Available | 0 |
| EEG-Language Modeling for Pathology Detection | Sep 2, 2024 | Contrastive LearningEEG | —Unverified | 0 |
| Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data | Sep 2, 2024 | Mortality Predictionzero-shot-classification | CodeCode Available | 0 |
| PoliPrompt: A High-Performance Cost-Effective LLM-Based Text Classification Framework for Political Science | Sep 2, 2024 | ClassificationFeature Engineering | —Unverified | 0 |
| Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification | Sep 1, 2024 | Scene ClassificationTransductive Zero-Shot Classification | CodeCode Available | 2 |
| Multi-label Zero-Shot Audio Classification with Temporal Attention | Aug 31, 2024 | Audio ClassificationClassification | —Unverified | 0 |
| Visual Prompt Engineering for Medical Vision Language Models in Radiology | Aug 28, 2024 | Classificationimage-classification | —Unverified | 0 |
| Online Zero-Shot Classification with CLIP | Aug 23, 2024 | Classificationzero-shot-classification | CodeCode Available | 0 |
| PRG: Prompt-Based Distillation Without Annotation via Proxy Relational Graph | Aug 22, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays | Aug 21, 2024 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs | Aug 19, 2024 | Hallucinationzero-shot-classification | —Unverified | 0 |