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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Beyond Demographics: Enhancing Cultural Value Survey Simulation with Multi-Stage Personality-Driven Cognitive Reasoning EMNLP 2025
How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark EMNLP 2025
In-Context Learning of Soft Nearest Neighbor Classifiers for Intelligible Tabular Machine Learning ACL 2025
Bilingual Zero-Shot Stance Detection ACL 2025
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025
MVL-SIB: A Massively Multilingual Vision-Language Benchmark for Cross-Modal Topical Matching ACL 2025
Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025
Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025
ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025
CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection AAAI 2025
Cross-View Referring Multi-Object Tracking AAAI 2025
Generalized Zero-Shot Learning for Point Cloud Segmentation with Evidence-Based Dynamic Calibration AAAI 2025
Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection AAAI 2025
Universal Features Guided Zero-Shot Category-Level Object Pose Estimation AAAI 2025
Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP AAAI 2025
Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline AAAI 2025
ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025
OpenViewer: Openness-Aware Multi-View Learning AAAI 2025
Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning AAAI 2025
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025
An Application-Agnostic Automatic Target Recognition System Using Vision Language Models AAAI 2025
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging CVPR 2025
Efficient Online Training for Zero-Shot Time-Lapse Microscopy Denoising and Super-Resolution AAAI 2025
DS-MHP: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path EMNLP 2025
InductionBench: LLMs Fail in the Simplest Complexity Class ACL 2025