| 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 |
| RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models | Nov 6, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge | Oct 16, 2024 | Classificationimage-classification | CodeCode Available | 1 |
| AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment | Oct 2, 2024 | Self-Supervised Learningzero-shot-classification | CodeCode Available | 1 |
| DC3DO: Diffusion Classifier for 3D Objects | Aug 13, 2024 | 3D Object ClassificationClassification | CodeCode Available | 1 |
| Adversarial Robustification via Text-to-Image Diffusion Models | Jul 26, 2024 | Adversarial Robustnesszero-shot-classification | CodeCode Available | 1 |
| Exploring the Spectrum of Visio-Linguistic Compositionality and Recognition | Jun 13, 2024 | Retrievalzero-shot-classification | CodeCode Available | 1 |
| CountCLIP -- [Re] Teaching CLIP to Count to Ten | Jun 5, 2024 | zero-shot-classificationZero-Shot Counting | CodeCode Available | 1 |
| Differentiable Model Scaling using Differentiable Topk | May 12, 2024 | GPUimage-classification | CodeCode Available | 1 |
