conftrace_

zero-shot classification

230 papers

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Also known as

ZS ZSC

Co-occurring keywords

vision-language model (2348) zero-shot learning (3650) contrastive learning (4032) multimodal learning (4645) text classification (6793) transfer learning (5449) representation learning (6206) large language model (13587) image classification (1944) vision language model (767)

Papers

Your Diffusion Model is Secretly a Zero-Shot Classifier ICCV 2023
Image-Free Classifier Injection for Zero-Shot Classification ICCV 2023
Distilling Large Vision-Language Model with Out-of-Distribution Generalizability ICCV 2023
Attentive Mask CLIP ICCV 2023
Prompt-aligned Gradient for Prompt Tuning ICCV 2023
SuS-X: Training-Free Name-Only Transfer of Vision-Language Models ICCV 2023
GrowCLIP: Data-Aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-Training ICCV 2023
TIER: Text-Image Entropy Regularization for Medical CLIP-style models MLHC 2023
Test-Time Distribution Normalization for Contrastively Learned Visual-language Models NIPS 2023
A multimodal prototypical approach for unsupervised sound classification INTERSPEECH 2023
NLIP: Noise-Robust Language-Image Pre-training AAAI 2023
PingAnLifeInsurance at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages with Multi-Model Fusion ACL 2023
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning ACL 2023
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations ACL 2023
Learning from Children: Improving Image-Caption Pretraining via Curriculum ACL 2023
Label Agnostic Pre-training for Zero-shot Text Classification ACL 2023
Zero-Shot Text Classification via Self-Supervised Tuning ACL 2023
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis ACL 2023
A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches ACL 2023
TabLLM: Few-shot Classification of Tabular Data with Large Language Models AISTATS 2023
Describe Me an Auklet: Generating Grounded Perceptual Category Descriptions EMNLP 2023
Definitions Matter: Guiding GPT for Multi-label Classification EMNLP 2023
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) ACL 2023
CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision AISTATS 2023
A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models ICML 2023