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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

HiTZ-Ixa at SemEval-2025 Task 1: Multimodal Idiomatic Language Understanding ACL 2025
ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models ICCV 2025
Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025
CabNIR: A Benchmark for In-Vehicle Infrared Monocular Depth Estimation WACV 2025
TaxaBind: A Unified Embedding Space for Ecological Applications WACV 2025
No Annotations for Object Detection in Art through Stable Diffusion WACV 2025
UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output ACL 2025
Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models EMNLP 2025
Zero-Shot Conversational Stance Detection: Dataset and Approaches ACL 2025
RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025
Class-Agnostic Visio-Temporal Scene Sketch Semantic Segmentation WACV 2025
Learning Visual-Semantic Hierarchical Attribute Space for Interpretable Open-Set Recognition WACV 2025
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025
Towards Zero-Shot 3D Anomaly Localization WACV 2025
Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification ACL 2025
Clustering Zero-Shot Uncertainty Estimations to Assess LLM Response Accuracy for Yes/No Q&A ACL 2025
LAMA-UT: Language Agnostic Multilingual ASR Through Orthography Unification and Language-Specific Transliteration AAAI 2025
Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection through Visual Prototype and Harmonization CVPR 2025
Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025
Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research ACL 2025
HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts WACV 2025
PC-GZSL: Prior Correction for Generalized Zero Shot Learning WACV 2025
ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media Damage WACV 2025
Temporal Alignment-Free Video Matching for Few-shot Action Recognition CVPR 2025
AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025