| Comparison of ConvNeXt and Vision-Language Models for Breast Density Assessment in Screening Mammography | Jun 16, 2025 | breast density classificationClassification | —Unverified | 0 |
| Harmonizing and Merging Source Models for CLIP-based Domain Generalization | Jun 11, 2025 | Domain Generalizationzero-shot-classification | —Unverified | 0 |
| Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation | May 25, 2025 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| AmorLIP: Efficient Language-Image Pretraining via Amortization | May 25, 2025 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment | May 20, 2025 | Representation LearningRetrieval | —Unverified | 0 |
| StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment | May 19, 2025 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 |
| Uniformity First: Uniformity-aware Test-time Adaptation of Vision-language Models against Image Corruption | May 19, 2025 | Knowledge DistillationTest-time Adaptation | CodeCode Available | 0 |
| Advanced Crash Causation Analysis for Freeway Safety: A Large Language Model Approach to Identifying Key Contributing Factors | May 15, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining | May 12, 2025 | Audio captioningAudio Generation | —Unverified | 0 |
| Image Classification Using a Diffusion Model as a Pre-Training Model | May 11, 2025 | Contrastive Learningimage-classification | —Unverified | 0 |