← Learning Types

Machine Learning › Learning Types ›

Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Decompose and Conquer: Compositional Reasoning for Zero-Shot Temporal Action Localization AAAI 2026

Learning More from Less: Resource-Constrained Generative AI for Classification, Generation, and Personalization AAAI 2026

Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams WACV 2026

From Few-Shot to Zero-Shot Pallet Load Recognition: A Deployed Embedding-Based Vision System for Industrial Logistics WACV 2026

Zero-Shot Table Extraction in Business Documents: A Unified Benchmark with Error Taxonomy and Ecological Analysis WACV 2026

From Street to Orbit: Training-Free Cross-View Retrieval via Location Semantics and LLM Guidance WACV 2026

AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM WACV 2026

MACoT: Synthesizing Chains of Thought for Small Models via Multi-Agent Collaboration AAAI 2026

HQ-SVC: Towards High-Quality Zero-Shot Singing Voice Conversion in Low-Resource Scenarios AAAI 2026

OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026

OW-Rep: Open World Object Detection with Instance Representation Learning WACV 2026

Training-Free Spatio-temporal Decoupled Reasoning Video Segmentation with Adaptive Object Memory AAAI 2026

CEC-Zero: Zero-Supervision Character Error Correction with Self-Generated Rewards AAAI 2026

CR³: Boosting Compositional Reasoning in MLLMs Through Rule-Based Reinforcement Learning AAAI 2026

Zero-Shot Robotic Manipulation via 3D Gaussian Splatting-Enhanced Multimodal Retrieval-Augmented Generation AAAI 2026

Grounding Descriptions in Images informs Zero-Shot Visual Recognition WACV 2026

HCMUS_The Fangs at AbjadStyleTransfer Shared Task: Learning to Query Style, Contrastive Representations for Zero-Shot Arabic Authorship Style Transfer EACL 2026

Joint Implicit and Explicit Language Learning for Pedestrian Attribute Recognition AAAI 2026

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

AnoStyler: Text-Driven Localized Anomaly Generation via Lightweight Style Transfer AAAI 2026

Zo3T: Zero-Shot 3D-Aware Trajectory-Guided Image-to-Video Generation via Test-Time Training AAAI 2026

Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space AAAI 2026

Value-Aligned Prompt Moderation via Zero-Shot Agentic Rewriting for Safe Image Generation AAAI 2026

Enabling Delayed-Full Charging Through Transformer-Based Real-Time-to-Departure Modeling for EV Battery Longevity AAAI 2026

Difference Vector Equalization for Robust Fine-tuning of Vision-Language Models AAAI 2026