| The Benefits of Label-Description Training for Zero-Shot Text Classification | May 3, 2023 | Classificationdomain classification | CodeCode Available | 0 |
| Evaluating the Fairness of Discriminative Foundation Models in Computer Vision | Oct 18, 2023 | FairnessImage Captioning | CodeCode Available | 0 |
| Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data | Oct 15, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 |
| The Effect of Model Size on LLM Post-hoc Explainability via LIME | May 8, 2024 | Natural Language Inferencezero-shot-classification | CodeCode Available | 0 |
| Enhancing Visual Classification using Comparative Descriptors | Nov 8, 2024 | Classificationzero-shot-classification | CodeCode Available | 0 |
| Direct side information learning for zero-shot regression | Feb 2, 2024 | global-optimizationimage-classification | CodeCode Available | 0 |
| An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques | Dec 12, 2024 | Classificationimage-classification | CodeCode Available | 0 |
| TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification | Mar 15, 2025 | Domain Generalizationimage-classification | CodeCode Available | 0 |
| AmorLIP: Efficient Language-Image Pretraining via Amortization | May 25, 2025 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Self-omics: A Self-supervised Learning Framework for Multi-omics Cancer Data | Oct 3, 2022 | Cancer type classificationSelf-Supervised Learning | CodeCode Available | 0 |
