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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation AAAI 2025
ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025
CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection AAAI 2025
Solving Instance Detection from an Open-World Perspective CVPR 2025
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator CVPR 2025
Generative Zero-Shot Composed Image Retrieval CVPR 2025
MonSter: Marry Monodepth to Stereo Unleashes Power CVPR 2025
HOPE at TSAR 2025 Shared Task Balancing Control and Complexity in Readability-Controlled Text Simplification EMNLP 2025
In-Context Learning of Soft Nearest Neighbor Classifiers for Intelligible Tabular Machine Learning ACL 2025
UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding ACL 2025
bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models ACL 2025
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025
WildSAT: Learning Satellite Image Representations from Wildlife Observations ICCV 2025
On the Generalization of Representation Uncertainty in Earth Observation ICCV 2025
Generalized Zero-Shot Learning for Point Cloud Segmentation with Evidence-Based Dynamic Calibration AAAI 2025
AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP CVPR 2025
DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025
Gaze-Language Alignment for Zero-Shot Prediction of Visual Search Targets from Human Gaze Scanpaths ICCV 2025
Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline AAAI 2025
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging CVPR 2025
VidBot: Learning Generalizable 3D Actions from In-the-Wild 2D Human Videos for Zero-Shot Robotic Manipulation CVPR 2025
YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification ACL 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization ACL 2025
Cross-View Referring Multi-Object Tracking AAAI 2025
KPL: Training-Free Medical Knowledge Mining of Vision-Language Models AAAI 2025