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zero-shot-classification

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Showing 151–200 of 422 papers

TitleStatusHype
It's Not a Modality Gap: Characterizing and Addressing the Contrastive Gap—0
MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding—0
Listenable Maps for Zero-Shot Audio Classifiers—0
CapS-Adapter: Caption-based MultiModal Adapter in Zero-Shot ClassificationCode0
What Do You See? Enhancing Zero-Shot Image Classification with Multimodal Large Language ModelsCode0
BDetCLIP: Multimodal Prompting Contrastive Test-Time Backdoor Detection—0
Tuning-free Universally-Supervised Semantic Segmentation—0
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual RepresentationsCode0
Stylometric Watermarks for Large Language Models—0
CLIP with Quality Captions: A Strong Pretraining for Vision Tasks—0
Differentiable Model Scaling using Differentiable TopkCode1
Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA—0
Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image ClassificationCode1
The Effect of Model Size on LLM Post-hoc Explainability via LIMECode0
Adapting Dual-encoder Vision-language Models for Paraphrased Retrieval—0
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-TrainingCode0
CLIPArTT: Adaptation of CLIP to New Domains at Test TimeCode1
Modeling Caption Diversity in Contrastive Vision-Language PretrainingCode1
CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian EvaluationCode2
ESP-Zero: Unsupervised enhancement of zero-shot classification for Extremely Sparse Point cloud—0
Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study—0
Zero-Shot Distillation for Image Encoders: How to Make Effective Use of Synthetic Data—0
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned ImagesCode1
Embracing Diversity: Interpretable Zero-shot classification beyond one vector per class—0
Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification—0
Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks—0
Knowledge-enhanced Visual-Language Pretraining for Computational PathologyCode1
Evolving Interpretable Visual Classifiers with Large Language Models—0
Connecting NeRFs, Images, and TextCode0
Label Propagation for Zero-shot Classification with Vision-Language ModelsCode1
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to LuxembourgishCode0
Training-Free Semantic Segmentation via LLM-Supervision—0
VLM-CPL: Consensus Pseudo Labels from Vision-Language Models for Human Annotation-Free Pathological Image ClassificationCode1
Long-CLIP: Unlocking the Long-Text Capability of CLIPCode4
CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance SegmentationCode1
MEDBind: Unifying Language and Multimodal Medical Data Embeddings—0
Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision—0
Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition—0
Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models—0
MoralBERT: A Fine-Tuned Language Model for Capturing Moral Values in Social DiscussionsCode1
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge EnhancementCode2
Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use—0
Leveraging Weakly Annotated Data for Hate Speech Detection in Code-Mixed Hinglish: A Feasibility-Driven Transfer Learning Approach with Large Language Models—0
On the use of Silver Standard Data for Zero-shot Classification Tasks in Information ExtractionCode0
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding—0
CARZero: Cross-Attention Alignment for Radiology Zero-Shot ClassificationCode2
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language ModelsCode2
Intriguing Differences Between Zero-Shot and Systematic Evaluations of Vision-Language Transformer Models—0
Direct side information learning for zero-shot regressionCode0
Zero-shot Classification using Hyperdimensional Computing—0
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