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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs AAAI 2026
ICAD-LLM: One-for-All Anomaly Detection via In-Context Learning with Large Language Models AAAI 2026
Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning AAAI 2026
Seeing and Knowing in the Wild: Open-domain Visual Entity Recognition with Large-scale Knowledge Graphs via Contrastive Learning AAAI 2026
T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection AAAI 2026
VQ-VLA: Improving Vision-Language-Action Models via Scaling Vector-Quantized Action Tokenizers ICCV 2025
SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning ICCV 2025
Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models ICCV 2025
Zero-shot Inexact CAD Model Alignment from a Single Image ICCV 2025
Test-Time Prompt Tuning for Zero-Shot Depth Completion ICCV 2025
When Does Meaning Backfire? Investigating the Role of AMRs in NLI EMNLP 2025
Predicting Language Models’ Success at Zero-Shot Probabilistic Prediction EMNLP 2025
Facilitating Cross-lingual Transfer of Empathy through Language-independent Latent Diffusion: A Case Study in Chinese EMNLP 2025
Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance CVPR 2025
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator CVPR 2025
HOPE at TSAR 2025 Shared Task Balancing Control and Complexity in Readability-Controlled Text Simplification EMNLP 2025
Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models SEMEVAL 2025
Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning CVPR 2025
GenPC: Zero-shot Point Cloud Completion via 3D Generative Priors CVPR 2025
Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025
Zero-shot 3D Question Answering via Voxel-based Dynamic Token Compression CVPR 2025
VideoGEM: Training-free Action Grounding in Videos CVPR 2025
Depth Any Camera: Zero-Shot Metric Depth Estimation from Any Camera CVPR 2025
LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant CVPR 2025
Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability CVPR 2025