| Data-Free Generalized Zero-Shot Learning | Jan 28, 2024 | Generalized Zero-Shot Learningzero-shot-classification | CodeCode Available | 0 | 5 |
| Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks | Oct 5, 2023 | Contrastive LearningData Poisoning | CodeCode Available | 0 | 5 |
| Online Zero-Shot Classification with CLIP | Aug 23, 2024 | Classificationzero-shot-classification | CodeCode Available | 0 | 5 |
| OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment | Mar 3, 2025 | Anomaly LocalizationClassification | CodeCode Available | 0 | 5 |
| On the effectiveness of Large Language Models in the mechanical design domain | May 2, 2025 | ClassificationSentence | CodeCode Available | 0 | 5 |
| On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction | Feb 28, 2024 | ClassificationNatural Language Inference | CodeCode Available | 0 | 5 |
| OverPrompt: Enhancing ChatGPT through Efficient In-Context Learning | May 24, 2023 | Data AugmentationFact Checking | CodeCode Available | 0 | 5 |
| Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention Networks | Dec 3, 2024 | ClassificationScene Classification | CodeCode Available | 0 | 5 |
| An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques | Dec 12, 2024 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| Robustifying Point Cloud Networks by Refocusing | Aug 10, 2023 | 3D ClassificationAdversarial Defense | CodeCode Available | 0 | 5 |
| NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion Models | Oct 1, 2024 | Contrastive LearningEEG | CodeCode Available | 0 | 5 |
| MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic Report | Oct 21, 2024 | DiagnosticMedical Diagnosis | CodeCode Available | 0 | 5 |
| Multi-level Cross-modal Feature Alignment via Contrastive Learning towards Zero-shot Classification of Remote Sensing Image Scenes | May 31, 2023 | ClassificationContrastive Learning | CodeCode Available | 0 | 5 |
| Non-Contrastive Learning Meets Language-Image Pre-Training | Oct 17, 2022 | Contrastive Learningdomain classification | CodeCode Available | 0 | 5 |
| Bayesian Modeling of Zero-Shot Classifications for Urban Flood Detection | Mar 18, 2025 | Uncertainty Quantificationzero-shot-classification | CodeCode Available | 0 | 5 |
| Mitigating Word Bias in Zero-shot Prompt-based Classifiers | Sep 10, 2023 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 | 5 |
| Connecting NeRFs, Images, and Text | Apr 11, 2024 | NeRFRepresentation Learning | CodeCode Available | 0 | 5 |
| AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis | Aug 4, 2024 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| ModalChorus: Visual Probing and Alignment of Multi-modal Embeddings via Modal Fusion Map | Jul 17, 2024 | Cross-Modal RetrievalDimensionality Reduction | CodeCode Available | 0 | 5 |
| Real-Time Cell Sorting with Scalable In Situ FPGA-Accelerated Deep Learning | Mar 16, 2025 | Cell DetectionClassification | CodeCode Available | 0 | 5 |
| Lex2Sent: A bagging approach to unsupervised sentiment analysis | Sep 26, 2022 | ClassificationDecoder | CodeCode Available | 0 | 5 |
| Linear Representations of Sentiment in Large Language Models | Oct 23, 2023 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 0 | 5 |
| Automatic Report Generation for Histopathology images using pre-trained Vision Transformers | Nov 10, 2023 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| Automated Medical Report Generation for ECG Data: Bridging Medical Text and Signal Processing with Deep Learning | Dec 5, 2024 | Comment GenerationDecoder | CodeCode Available | 0 | 5 |
| AmorLIP: Efficient Language-Image Pretraining via Amortization | May 25, 2025 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 | 5 |
