| Evaluating the Fairness of Discriminative Foundation Models in Computer Vision | Oct 18, 2023 | FairnessImage Captioning | CodeCode Available | 0 | 5 |
| Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data | Oct 15, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Mitigating Word Bias in Zero-shot Prompt-based Classifiers | Sep 10, 2023 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 | 5 |
| Enhancing Visual Classification using Comparative Descriptors | Nov 8, 2024 | Classificationzero-shot-classification | CodeCode Available | 0 | 5 |
| AmorLIP: Efficient Language-Image Pretraining via Amortization | May 25, 2025 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 | 5 |
| A Statistical Theory of Contrastive Pre-training and Multimodal Generative AI | Jan 8, 2025 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 | 5 |
| LiT Tuned Models for Efficient Species Detection | Feb 12, 2023 | Fine-Grained Image Classificationimage-classification | CodeCode Available | 0 | 5 |
| LLM Chain Ensembles for Scalable and Accurate Data Annotation | Oct 16, 2024 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 | 5 |
| Linear Representations of Sentiment in Large Language Models | Oct 23, 2023 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 | 5 |
| CapS-Adapter: Caption-based MultiModal Adapter in Zero-Shot Classification | May 26, 2024 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 | 5 |
| Learning Deep Representations of Fine-grained Visual Descriptions | May 17, 2016 | AttributeImage Retrieval | CodeCode Available | 0 | 5 |
| Learning Portrait Style Representations | Dec 8, 2020 | Image Generationzero-shot-classification | CodeCode Available | 0 | 5 |
| Gradient Matching Generative Networks for Zero-Shot Learning | Jun 1, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 0 | 5 |
| LAION-5B: An open large-scale dataset for training next generation image-text models | Oct 16, 2022 | Image GenerationPreference Mapping | CodeCode Available | 0 | 5 |
| Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? | Dec 11, 2024 | Prompt Learningzero-shot-classification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Lex2Sent: A bagging approach to unsupervised sentiment analysis | Sep 26, 2022 | ClassificationDecoder | CodeCode Available | 0 | 5 |
| Investigating the Emergent Audio Classification Ability of ASR Foundation Models | Nov 15, 2023 | Audio ClassificationDecoder | CodeCode Available | 0 | 5 |
| Direct side information learning for zero-shot regression | Feb 2, 2024 | global-optimizationimage-classification | CodeCode Available | 0 | 5 |
| Connecting NeRFs, Images, and Text | Apr 11, 2024 | NeRFRepresentation Learning | CodeCode Available | 0 | 5 |
| DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment | Dec 20, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 0 | 5 |
| Boosting Visual-Language Models by Exploiting Hard Samples | May 9, 2023 | Retrievalzero-shot-classification | CodeCode Available | 0 | 5 |
| Improving Zero-Shot Detection of Low Prevalence Chest Pathologies using Domain Pre-trained Language Models | Jun 13, 2023 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 | 5 |
| KPL: Training-Free Medical Knowledge Mining of Vision-Language Models | Jan 20, 2025 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic Report | Oct 21, 2024 | DiagnosticMedical Diagnosis | CodeCode Available | 0 | 5 |
