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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Visual Bridge: Universal Visual Perception Representations Generating AAAI 2026

Distributional Priors Guided Diffusion for Generating 3D Molecules in Low Data Regimes AAAI 2026

Efficient Reinforcement Learning for Zero-Shot Coordination in Evolving Games AAAI 2026

Zero-shot Recommendation: Towards Class Semantic Relation Learning for Inferring Labels of Unseen Micro-videos AAAI 2026

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

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

Real-Time Path Planning for UAVs in Windy Environments Without Computational Fluid Dynamics AAAI 2026

LatentVLA: Taming Latent Space for Generalizable and Long-Horizon Bimanual Manipulation AAAI 2026

Expand Your SCOPE: Semantic Cognition over Potential-Based Exploration for Embodied Visual Navigation AAAI 2026

GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs AAAI 2026

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

Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning AAAI 2026

Seeing and Knowing in the Wild: Open-domain Visual Entity Recognition with Large-scale Knowledge Graphs via Contrastive Learning AAAI 2026

T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection AAAI 2026

OAD-Promoter: Enhancing Zero-Shot VQA Using Large Language Models with Object Attribute Description AAAI 2026

UVLM: Benchmarking Video Language Model for Underwater World Understanding AAAI 2026

Decompose and Attribute: Boosting Generalizable Open-Set Object Detection via Objectness Score AAAI 2026

xMHashSeg: Cross-modal Hash Learning for Training-free Unsupervised LiDAR Semantic Segmentation AAAI 2026

EPSegFZ: Efficient Point Cloud Semantic Segmentation for Few- and Zero-Shot Scenarios with Language Guidance AAAI 2026

TOSC: Task-Oriented Shape Completion for Open-World Dexterous Grasp Generation from Partial Point Clouds AAAI 2026

PromptMoE: Generalizable Zero-Shot Anomaly Detection via Visually-Guided Prompt Mixtures AAAI 2026

Doubly Debiased Test-Time Prompt Tuning for Vision-Language Models AAAI 2026

Zero-to-Hero: Empowering Video Appearance Transfer with Zero-Shot Initialization and Holistic Restoration AAAI 2026

Adapt-As-You-Walk Through the Clouds: Training-Free Online Test-Time Adaptation of 3D Vision-Language Foundation Models AAAI 2026

Manipulation Intention Understanding for Zero-Shot Composed Image Retrieval AAAI 2026