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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation ICCV 2025
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025
Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline AAAI 2025
YOLOE: Real-Time Seeing Anything ICCV 2025
Hierarchical Variational Test-Time Prompt Generation for Zero-Shot Generalization ICCV 2025
Causality-guided Prompt Learning for Vision-language Models via Visual Granulation ICCV 2025
Unbiased Region-Language Alignment for Open-Vocabulary Dense Prediction ICCV 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025
Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025
ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 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
MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning ICCV 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures ICCV 2025
REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities ACL 2025
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs ACL 2025
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025
DeFSS: Image-to-Mask Denoising Learning for Few-shot Segmentation ICCV 2025
Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025
CorrCLIP: Reconstructing Patch Correlations in CLIP for Open-Vocabulary Semantic Segmentation ICCV 2025
Conditional Latent Diffusion Models for Zero-Shot Instance Segmentation ICCV 2025
Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing ICCV 2025
CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection AAAI 2025
SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning ICCV 2025
EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation AAAI 2025