| 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 |
| Zero-Shot Distillation for Image Encoders: How to Make Effective Use of Synthetic Data | Apr 25, 2024 | zero-shot-classificationZero-Shot Learning | —Unverified | 0 |
| Embracing Diversity: Interpretable Zero-shot classification beyond one vector per class | Apr 25, 2024 | Diversityzero-shot-classification | —Unverified | 0 |
| Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification | Apr 17, 2024 | Classificationtext-classification | —Unverified | 0 |
| Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks | Apr 16, 2024 | Graph Neural Networkzero-shot-classification | —Unverified | 0 |
| Evolving Interpretable Visual Classifiers with Large Language Models | Apr 15, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Connecting NeRFs, Images, and Text | Apr 11, 2024 | NeRFRepresentation Learning | CodeCode Available | 0 |
| Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish | Apr 5, 2024 | Language ModellingNatural Language Inference | CodeCode Available | 0 |
| Training-Free Semantic Segmentation via LLM-Supervision | Mar 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MEDBind: Unifying Language and Multimodal Medical Data Embeddings | Mar 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision | Mar 19, 2024 | Cross-corpusEmotion Recognition | —Unverified | 0 |
| Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition | Mar 19, 2024 | Dense CaptioningImage Captioning | —Unverified | 0 |
| Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models | Mar 14, 2024 | Continual LearningKnowledge Distillation | —Unverified | 0 |
| Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use | Mar 5, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Leveraging Weakly Annotated Data for Hate Speech Detection in Code-Mixed Hinglish: A Feasibility-Driven Transfer Learning Approach with Large Language Models | Mar 4, 2024 | Few-Shot LearningHate Speech Detection | —Unverified | 0 |
| On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction | Feb 28, 2024 | ClassificationNatural Language Inference | CodeCode Available | 0 |
| TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding | Feb 28, 2024 | 3D Shape RepresentationRepresentation Learning | —Unverified | 0 |
| Intriguing Differences Between Zero-Shot and Systematic Evaluations of Vision-Language Transformer Models | Feb 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Direct side information learning for zero-shot regression | Feb 2, 2024 | global-optimizationimage-classification | CodeCode Available | 0 |
| Zero-shot Classification using Hyperdimensional Computing | Jan 30, 2024 | AttributeAttribute Extraction | —Unverified | 0 |
| M2-Encoder: Advancing Bilingual Image-Text Understanding by Large-scale Efficient Pretraining | Jan 29, 2024 | GPUzero-shot-classification | CodeCode Available | 0 |
| Data-Free Generalized Zero-Shot Learning | Jan 28, 2024 | Generalized Zero-Shot Learningzero-shot-classification | CodeCode Available | 0 |
| A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification | Jan 25, 2024 | Transfer Learningzero-shot-classification | —Unverified | 0 |
| Zoom-shot: Fast and Efficient Unsupervised Zero-Shot Transfer of CLIP to Vision Encoders with Multimodal Loss | Jan 22, 2024 | Knowledge Distillationzero-shot-classification | —Unverified | 0 |
| Enhancing medical vision-language contrastive learning via inter-matching relation modelling | Jan 19, 2024 | Contrastive LearningCross-Modal Retrieval | —Unverified | 0 |