← Learning Types

Machine Learning › Learning Types ›

Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

MorphoFiltered-Gemini at MWE-2026 PARSEME 2.0 Subtask 1: Tackling LLM Overgeneration via Universal POS-based Constraints EACL 2026

Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech EACL 2026

A Representation Sharpening Framework for Zero Shot Dense Retrieval EACL 2026

Extending ASR Evaluation Resources for Modern Greek Dialects EACL 2026

Can ChatGPT Really Understand Modern Chinese Poetry? EACL 2026

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

DNA: Dual-branch Network with Adaptation for Open-Set Online Handwriting Generation WACV 2026

Zero-Shot Video Deraining with Video Diffusion Models WACV 2026

FSP-DETR: Few-Shot Prototypical Parasitic Ova Detection WACV 2026

PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026

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

3DSceneEditor: Controllable 3D Scene Editing with Gaussian Splatting WACV 2026

Zero-Shot Domain Generalisation via Prompt-Driven Feature Refinement WACV 2026

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

Enhancing Vision Language Corruption Robustness using Cross-Distribution & Prompted Denoisers WACV 2026

Zero-shot Hierarchical Plant Segmentation via Foundation Segmentation Models and Text-to-image Attention WACV 2026

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

CountingDINO: A Training-free Pipeline for Class-Agnostic Counting using Unsupervised Backbones WACV 2026

Detecting (Un)answerability in Large Language Models with Linear Directions EACL 2026

Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition EACL 2026

Text Classification Under Class Distribution Shift: A Survey EACL 2026

LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing EACL 2026

Persona-driven Simulation of Voting Behavior in the European Parliament with Large Language Models EACL 2026

Knowing What’s Missing: Assessing Information Sufficiency in Question Answering EACL 2026

Negative Entity Suppression for Zero-Shot Captioning with Synthetic Images AAAI 2026