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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

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
MVSAnywhere: Zero-Shot Multi-View Stereo CVPR 2025
Adaptive Prompt Learning via Gaussian Outlier Synthesis for Out-of-distribution Detection ICCV 2025
SASep: Saliency-Aware Structured Separation of Geometry and Feature for Open Set Learning on Point Clouds CVPR 2025
Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis CVPR 2025
Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025
Images as Noisy Labels: Unleashing the Potential of the Diffusion Model for Open-Vocabulary Semantic Segmentation ICCV 2025
Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion ICCV 2025
UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection CVPR 2025
Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval CVPR 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP CVPR 2025
Zero-Shot Blind-spot Image Denoising via Implicit Neural Sampling CVPR 2025
An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval ICCV 2025
Compositional Caching for Training-free Open-vocabulary Attribute Detection CVPR 2025
Learning Textual Prompts for Open-World Semi-Supervised Learning CVPR 2025
T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting CVPR 2025
Occlusion-aware Text-Image-Point Cloud Pretraining for Open-World 3D Object Recognition CVPR 2025
Exploring The Visual Feature Space for Multimodal Neural Decoding ICCV 2025