Zero-Shot Learning

Evolutionary Generalized Zero-Shot Learning IJCAI 2024 Experimental Contexts Can Facilitate Robust Semantic Property Inference in Language Models, but Inconsistently EMNLP 2024 Exploiting CLIP for Zero-Shot HOI Detection Requires Knowledge Distillation at Multiple Levels WACV 2024 Exploring Base-Class Suppression with Prior Guidance for Bias-Free One-Shot Object Detection AAAI 2024 Exploring Causal Mechanisms for Machine Text Detection Methods NAACL 2024 Exploring Orthogonality in Open World Object Detection CVPR 2024 Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation CVPR 2024 Exploring Region-Word Alignment in Built-in Detector for Open-Vocabulary Object Detection CVPR 2024 Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions EMNLP 2024 Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection CVPR 2024 Exploring the Potential of Large Language Models in Computational Argumentation ACL 2024 Exploring the Transferability of Visual Prompting for Multimodal Large Language Models CVPR 2024 Extracting and Summarizing Evidence of Suicidal Ideation in Social Media Contents Using Large Language Models EACL 2024 EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection NeurIPS 2024 EZ-STANCE: A Large Dataset for English Zero-Shot Stance Detection ACL 2024 FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs ICLR 2024 Fairness-Aware Meta-Learning via Nash Bargaining NeurIPS 2024 Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature ICLR 2024 Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NeurIPS 2024 Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation NAACL 2024 Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions ICLR 2024 Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification ICLR 2024 Foundation Inference Models for Markov Jump Processes NeurIPS 2024 Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring CVPR 2024 Fralak at SemEval-2024 Task 4: combining RNN-generated hierarchy paths with simple neural nets for hierarchical multilabel text classification in a multilingual zero-shot setting SemEval 2024