Zero-Shot Learning

FoundationStereo: Zero-Shot Stereo Matching CVPR 2025 Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025 Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition ICCV 2025 FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few Images CVPR 2025 From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025 From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation EMNLP 2025 From Text to Multi-Modal: Advancing Low-Resource-Language Translation through Synthetic Data Generation and Cross-Modal Alignments NAACL 2025 Gaze-Language Alignment for Zero-Shot Prediction of Visual Search Targets from Human Gaze Scanpaths ICCV 2025 GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization ACL 2025 GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge COLING 2025 Generalizability of Media Frames: Corpus creation and analysis across countries EMNLP 2025 Generalizable Object Keypoint Localization from Generative Priors CVPR 2025 Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation CVPR 2025 Generalized Zero-Shot Learning for Point Cloud Segmentation with Evidence-Based Dynamic Calibration AAAI 2025 Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery ICCV 2025 Generate, Transduct, Adapt: Iterative Transduction with VLMs ICCV 2025 Generating Diverse Training Samples for Relation Extraction with Large Language Models ACL 2025 Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction EMNLP 2025 Generative Zero-Shot Composed Image Retrieval CVPR 2025 Gen-mABSA-T5: A Multilingual Zero-Shot Generative Framework for Aspect-Based Sentiment Analysis AACL 2025 GenPC: Zero-shot Point Cloud Completion via 3D Generative Priors CVPR 2025 GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation ACL 2025 GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels COLING 2025 GER-LLM: Efficient and Effective Geospatial Entity Resolution with Large Language Model EMNLP 2025 GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery CVPR 2025