zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

Affordance-Guided Coarse-to-Fine Exploration for Base Placement in Open-Vocabulary Mobile Manipulation AAAI 2026

Visual Bridge: Universal Visual Perception Representations Generating AAAI 2026

MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification AAAI 2026

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models AAAI 2026

Speech Recognition Model Improves Text-to-Speech Synthesis Using Fine-Grained Reward AAAI 2026

SafeR-CLIP: Mitigating NSFW Content in Vision-Language Models While Preserving Pre-Trained Knowledge AAAI 2026

From Pixels to Logic: A Perception-Reasoning Decomposition Framework for Open-World Referring Expression Comprehension AAAI 2026

GranAlign: Granularity-Aware Alignment Framework for Zero-shot Video Moment Retrieval AAAI 2026

From Scene to Object: Enhancing Open-Vocabulary Object Detection via Foreground-Background Context Reasoning AAAI 2026

Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning AAAI 2026

Zero-Shot Open-Vocabulary Human Motion Grounding with Test-Time Training AAAI 2026

ICAD-LLM: One-for-All Anomaly Detection via In-Context Learning with Large Language Models AAAI 2026

Plug-and-Play Clarifier: A Zero-Shot Multimodal Framework for Egocentric Intent Disambiguation AAAI 2026

SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition AAAI 2026

Kronos: A Foundation Model for the Language of Financial Markets AAAI 2026

Scaling Laws for Conditional Emergence of Multilingual Image Captioning via Generalization from Translation AAAI 2026

A Reasoning Paradigm for Named Entity Recognition AAAI 2026

Induce, Align, Predict: Zero-Shot Stance Detection via Cognitive Inductive Reasoning AAAI 2026

Fine-tuning Zero-shot Large Language Models for Patient-reported Outcomes (Student Abstract) AAAI 2026

Plot’n Polish: Zero-Shot Story Visualization and Disentangled Editing with Text-to-Image Diffusion Models AAAI 2026

SAM2-OV: A Novel Detection-Only Tuning Paradigm for Open-Vocabulary Multi-Object Tracking AAAI 2026

Learning 3D Texture-Aware Representations for Parsing Diverse Human Clothing and Body Parts AAAI 2026

Personalize Anything for Free with Diffusion Transformer AAAI 2026

SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation AAAI 2026

Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating AAAI 2026