Zero-Shot Learning

CLIP in Mirror: Disentangling text from visual images through reflection NeurIPS 2024 Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning AAAI 2024 Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types AAAI 2024 Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval AAAI 2024 Combining Observational Data and Language for Species Range Estimation NeurIPS 2024 ComCLIP: Training-Free Compositional Image and Text Matching NAACL 2024 CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding NeurIPS 2024 Comparing News Framing of Migration Crises using Zero-Shot Classification COLING 2024 Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024 Compositional Chain-of-Thought Prompting for Large Multimodal Models CVPR 2024 Computational Analysis of Dehumanization of Ukrainians on Russian Social Media EACL 2024 Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024 Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NeurIPS 2024 Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data NeurIPS 2024 Constrained Decoding for Cross-lingual Label Projection ICLR 2024 ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases EACL 2024 Context-I2W: Mapping Images to Context-Dependent Words for Accurate Zero-Shot Composed Image Retrieval AAAI 2024 Continual Compositional Zero-Shot Learning IJCAI 2024 CoralSCOP: Segment any COral Image on this Planet CVPR 2024 Correcting Language Model Bias for Text Classification in True Zero-Shot Learning COLING 2024 CountGD: Multi-Modal Open-World Counting NeurIPS 2024 Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data AAAI 2024 CoVR: Learning Composed Video Retrieval from Web Video Captions AAAI 2024 cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NeurIPS 2024 Cross-Dialectal Transfer and Zero-Shot Learning for Armenian Varieties: A Comparative Analysis of RNNs, Transformers and LLMs EMNLP 2024