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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

StableVC: Style Controllable Zero-Shot Voice Conversion with Conditional Flow Matching AAAI 2025
TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025
Zero-Shot Conditioning of Score-Based Diffusion Models by Neuro-Symbolic Constraints AAAI 2025
Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI 2025
Class Semantic Attribute Perception Guided Zero-Shot Learning AAAI 2025
A Hybrid Approach for Visual Recognition of Object States AAAI 2025
EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation AAAI 2025
ZeroStereo: Zero-shot Stereo Matching from Single Images ICCV 2025
Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing ICCV 2025
SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning ICCV 2025
When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection ICCV 2025
DeFSS: Image-to-Mask Denoising Learning for Few-shot Segmentation ICCV 2025
CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025
Conditional Latent Diffusion Models for Zero-Shot Instance Segmentation ICCV 2025
Edicho: Consistent Image Editing in the Wild ICCV 2025
RARE: Refine Any Registration of Pairwise Point Clouds via Zero-Shot Learning ICCV 2025
SAMPLE: Semantic Alignment through Temporal-Adaptive Multimodal Prompt Learning for Event-Based Open-Vocabulary Action Recognition ICCV 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025
Unbiased Region-Language Alignment for Open-Vocabulary Dense Prediction ICCV 2025
Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025
MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning ICCV 2025
YOLOE: Real-Time Seeing Anything ICCV 2025
Hierarchical Variational Test-Time Prompt Generation for Zero-Shot Generalization ICCV 2025
Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study COLING 2025