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zero-shot-classification

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Showing 1–50 of 422 papers

TitleStatusHype
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic SegmentationCode0
Comparison of ConvNeXt and Vision-Language Models for Breast Density Assessment in Screening Mammography—0
Harmonizing and Merging Source Models for CLIP-based Domain Generalization—0
Efficient Medical Vision-Language Alignment Through Adapting Masked Vision ModelsCode1
GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language ModelsCode2
Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation—0
AmorLIP: Efficient Language-Image Pretraining via AmortizationCode0
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment—0
From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based SelectionCode1
StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity AlignmentCode0
Uniformity First: Uniformity-aware Test-time Adaptation of Vision-language Models against Image CorruptionCode0
Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert ReasonerCode2
Advanced Crash Causation Analysis for Freeway Safety: A Large Language Model Approach to Identifying Key Contributing Factors—0
TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining—0
Image Classification Using a Diffusion Model as a Pre-Training Model—0
MM-Skin: Enhancing Dermatology Vision-Language Model with an Image-Text Dataset Derived from TextbooksCode1
FG-CLIP: Fine-Grained Visual and Textual AlignmentCode4
Fill the Gap: Quantifying and Reducing the Modality Gap in Image-Text Representation Learning—0
On the effectiveness of Large Language Models in the mechanical design domainCode0
Helping Large Language Models Protect Themselves: An Enhanced Filtering and Summarization System—0
Tell Me What You Know About Sexism: Expert-LLM Interaction Strategies and Co-Created Definitions for Zero-Shot Sexism DetectionCode0
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability—0
Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token PredictionCode1
Refining CLIP's Spatial Awareness: A Visual-Centric Perspective—0
CIBR: Cross-modal Information Bottleneck Regularization for Robust CLIP Generalization—0
ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model—0
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning—0
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection—0
Bayesian Modeling of Zero-Shot Classifications for Urban Flood DetectionCode0
Advancing Medical Representation Learning Through High-Quality DataCode1
Real-Time Cell Sorting with Scalable In Situ FPGA-Accelerated Deep LearningCode0
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot ClassificationCode0
Leveraging Vision-Language Embeddings for Zero-Shot Learning in Histopathology Images—0
Controlling Latent Diffusion Using Latent CLIPCode1
DiffCLIP: Differential Attention Meets CLIPCode2
OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-AdjustmentCode0
A Zero-Shot Learning Approach for Ephemeral Gully Detection from Remote Sensing using Vision Language Models—0
Analyzing CLIP's Performance Limitations in Multi-Object Scenarios: A Controlled High-Resolution Study—0
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning—0
CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object RepresentationCode1
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs—0
Progressive Local Alignment for Medical Multimodal Pre-training—0
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot ClassificationCode1
UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting—0
Using tournaments to calculate AUROC for zero-shot classification with LLMs—0
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense FeaturesCode0
Enhancing Chest X-ray Classification through Knowledge Injection in Cross-Modality Learning—0
Text Classification in the LLM Era - Where do we stand?—0
Optimizing GPT for Video Understanding: Zero-Shot Performance and Prompt Engineering—0
From Haystack to Needle: Label Space Reduction for Zero-shot Classification—0
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