conftrace_

zero-shot classification

261 papers

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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

A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation ICLR 2024 Altogether: Image Captioning via Re-aligning Alt-text EMNLP 2024 A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks NeurIPS 2024 BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pre-training of BabyLM ACL 2024 BioCLIP: A Vision Foundation Model for the Tree of Life CVPR 2024 Black-Box Forgetting NeurIPS 2024 Bridge the Modality and Capability Gaps in Vision-Language Model Selection NeurIPS 2024 Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need AAAI 2024 Building Vision-Language Models on Solid Foundations with Masked Distillation CVPR 2024 Classification Done Right for Vision-Language Pre-Training NeurIPS 2024 CLIP in Mirror: Disentangling text from visual images through reflection NeurIPS 2024 CLIP-KD: An Empirical Study of CLIP Model Distillation CVPR 2024 Comparing News Framing of Migration Crises using Zero-Shot Classification COLING 2024 Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NeurIPS 2024 Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding CVPR 2024 DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation AAAI 2024 Demystifying CLIP Data ICLR 2024 DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification WACV 2024 EU DisinfoTest: a Benchmark for Evaluating Language Models’ Ability to Detect Disinformation Narratives EMNLP 2024 Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users CVPR 2024 FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication CVPR 2024 GazeDiff: A radiologist visual attention guided diffusion model for zero-shot disease classification MIDL 2024 Gen-Z: Generative Zero-Shot Text Classification with Contextualized Label Descriptions ICLR 2024 Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning ICLR 2024 Improved Probabilistic Image-Text Representations ICLR 2024