Skip to content
conftrace_

zero-shot classification

261 papers

Explore in graph

Also known as

ZS ZSC

Co-occurring keywords · papers mentioning both

vision-language model (89) contrastive learning (52) zero-shot learning (51) multimodal learning (38) text classification (27) representation learning (23) large language model (20) image classification (20) transfer learning (19) few-shot learning (16)

Papers

RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024 S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment AAAI 2024 Semi-Automatic Topic Discovery and Classification for Epidemic Intelligence via Large Language Models COLING 2024 SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection SemEval 2024 Sieve: Multimodal Dataset Pruning using Image Captioning Models CVPR 2024 Small Language Models Are Good Too: An Empirical Study of Zero-Shot Classification COLING 2024 SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024 Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024 The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks EACL 2024 tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models Interspeech 2024 Towards Calibrated Robust Fine-Tuning of Vision-Language Models NeurIPS 2024 Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models EMNLP 2024 ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding CVPR 2024 Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift ICLR 2024 Uni3D: Exploring Unified 3D Representation at Scale ICLR 2024 Unified Generative and Discriminative Training for Multi-modal Large Language Models NeurIPS 2024 Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024 ViTamin: Designing Scalable Vision Models in the Vision-Language Era CVPR 2024 ViT-Lens: Towards Omni-modal Representations CVPR 2024 WATT: Weight Average Test Time Adaptation of CLIP NeurIPS 2024 XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays MLHC 2024 Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement ICML 2024 A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches ACL 2023 Adapting Language-Audio Models as Few-Shot Audio Learners Interspeech 2023 A multimodal prototypical approach for unsupervised sound classification Interspeech 2023