| It's Not a Modality Gap: Characterizing and Addressing the Contrastive Gap | May 28, 2024 | image-classificationImage Classification | —Unverified | 0 |
| MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding | May 28, 2024 | 3D Classification3D Object Recognition | —Unverified | 0 |
| Listenable Maps for Zero-Shot Audio Classifiers | May 27, 2024 | Decoderzero-shot-classification | —Unverified | 0 |
| CapS-Adapter: Caption-based MultiModal Adapter in Zero-Shot Classification | May 26, 2024 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 |
| What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language Models | May 24, 2024 | Classificationimage-classification | CodeCode Available | 0 |
| BDetCLIP: Multimodal Prompting Contrastive Test-Time Backdoor Detection | May 24, 2024 | Contrastive LearningLanguage Modelling | —Unverified | 0 |
| Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations | May 23, 2024 | Contrastive LearningInstance Segmentation | CodeCode Available | 0 |
| Tuning-free Universally-Supervised Semantic Segmentation | May 23, 2024 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Stylometric Watermarks for Large Language Models | May 14, 2024 | Sentencezero-shot-classification | —Unverified | 0 |
| CLIP with Quality Captions: A Strong Pretraining for Vision Tasks | May 14, 2024 | Depth Estimationobject-detection | —Unverified | 0 |
| Differentiable Model Scaling using Differentiable Topk | May 12, 2024 | GPUimage-classification | CodeCode Available | 1 |
| Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA | May 11, 2024 | Computational EfficiencyLanguage Modelling | —Unverified | 0 |
| Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification | May 10, 2024 | Decoderimage-classification | CodeCode Available | 1 |
| The Effect of Model Size on LLM Post-hoc Explainability via LIME | May 8, 2024 | Natural Language Inferencezero-shot-classification | CodeCode Available | 0 |
| Adapting Dual-encoder Vision-language Models for Paraphrased Retrieval | May 6, 2024 | Image RetrievalLanguage Modeling | —Unverified | 0 |
| Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training | May 5, 2024 | Domain AdaptationLanguage Modelling | CodeCode Available | 0 |
| CLIPArTT: Adaptation of CLIP to New Domains at Test Time | May 1, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 |
| Modeling Caption Diversity in Contrastive Vision-Language Pretraining | Apr 30, 2024 | Diversityzero-shot-classification | CodeCode Available | 1 |
| CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation | Apr 30, 2024 | MambaState Space Models | CodeCode Available | 2 |
| ESP-Zero: Unsupervised enhancement of zero-shot classification for Extremely Sparse Point cloud | Apr 30, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study | Apr 26, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images | Apr 25, 2024 | Representation LearningTransfer Learning | CodeCode Available | 1 |
| Embracing Diversity: Interpretable Zero-shot classification beyond one vector per class | Apr 25, 2024 | Diversityzero-shot-classification | —Unverified | 0 |
| Zero-Shot Distillation for Image Encoders: How to Make Effective Use of Synthetic Data | Apr 25, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification | Apr 17, 2024 | Classificationtext-classification | —Unverified | 0 |