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zero-shot-classification

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Showing 176–200 of 422 papers

TitleStatusHype
S^3: Synonymous Semantic Space for Improving Zero-Shot Generalization of Vision-Language Models—0
Automated Medical Report Generation for ECG Data: Bridging Medical Text and Signal Processing with Deep LearningCode0
Multimodal Remote Sensing Scene Classification Using VLMs and Dual-Cross Attention NetworksCode0
Perturb and Recover: Fine-tuning for Effective Backdoor Removal from CLIPCode0
Active Data Curation Effectively Distills Large-Scale Multimodal Models—0
Measuring similarity between embedding spaces using induced neighborhood graphs—0
NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics—0
Asterisk*: Keep it Simple—0
Enhancing Visual Classification using Comparative DescriptorsCode0
ResiDual Transformer Alignment with Spectral Decomposition—0
Active Learning for Vision-Language Models—0
Fine-tuned Large Language Models (LLMs): Improved Prompt Injection Attacks Detection—0
Label Set Optimization via Activation Distribution Kurtosis for Zero-shot Classification with Generative Models—0
MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic ReportCode0
Assessing Open-world Forgetting in Generative Image Model Customization—0
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?—0
LLM Chain Ensembles for Scalable and Accurate Data AnnotationCode0
CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning—0
A Unified Debiasing Approach for Vision-Language Models across Modalities and TasksCode0
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language ModelsCode0
Improving Predictor Reliability with Selective Recalibration—0
An Evaluation of Large Pre-Trained Models for Gesture Recognition using Synthetic Videos—0
Toward a Holistic Evaluation of Robustness in CLIP Models—0
NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion ModelsCode0
Zero-Shot Classification of Crisis Tweets Using Instruction-Finetuned Large Language Models—0
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