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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026
OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis AAAI 2025
FreeMask: Rethinking the Importance of Attention Masks for Zero-Shot Video Editing AAAI 2025
Zero-shot Depth Completion via Test-time Alignment with Affine-invariant Depth Prior AAAI 2025
Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection AAAI 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025
Go to Zero: Towards Zero-shot Motion Generation with Million-scale Data ICCV 2025
Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection ICCV 2025
GeoDiffuser: Geometry-Based Image Editing with Diffusion Models WACV 2025
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025
Image-Caption Encoding for Improving Zero-Shot Generalization WACV 2025
Think Twice: Test-Time Reasoning for Robust CLIP Zero-Shot Classification ICCV 2025
Zero-shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model AAAI 2025
MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation ICCV 2025
Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification IJCAI 2025
TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification IJCAI 2025
Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025
Unleashing Potentials of Vision-Language Models for Zero-Shot HOI Detection WACV 2025
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025
CountSE: Soft Exemplar Open-set Object Counting ICCV 2025
Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model ICCV 2025
AnyPortal: Zero-Shot Consistent Video Background Replacement ICCV 2025
ZeroStereo: Zero-shot Stereo Matching from Single Images ICCV 2025
TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis ACL 2025