| TableTime: Reformulating Time Series Classification as Zero-Shot Table Understanding via Large Language Models | Nov 24, 2024 | Problem DecompositionTime Series | CodeCode Available | 1 |
| CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation | Nov 21, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic Segmentation | Nov 15, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 2 |
| Measuring similarity between embedding spaces using induced neighborhood graphs | Nov 13, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics | Nov 11, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| Enhancing Visual Classification using Comparative Descriptors | Nov 8, 2024 | Classificationzero-shot-classification | CodeCode Available | 0 |
| Asterisk*: Keep it Simple | Nov 8, 2024 | ClassificationKnowledge Distillation | —Unverified | 0 |
| RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models | Nov 6, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| ResiDual Transformer Alignment with Spectral Decomposition | Oct 31, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| Active Learning for Vision-Language Models | Oct 29, 2024 | Active Learningimage-classification | —Unverified | 0 |
