zero-shot learning

Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language Models ACL 2026 Don’t Judge a Book by its Cover: Testing LLMs’ Robustness Under Logical Obfuscation EACL 2026 Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs EACL 2026 DREAM: Dynamic Prompts and GuidedMix for Efficient Continual Adaptation of Visual-Language Models WACV 2026 Dual-Channel Learning Framework for Zero-Shot CircRNA-miRNA Interaction Prediction via State Space Modeling AAAI 2026 DUTH at SemEval-2026 Task 1: Prompt-Based Zero-Shot Large Language Models for Constrained Multilingual Humor Generation SemEval 2026 DynamicGTR: Leveraging Graph Topology Representation Preferences to Boost VLM Capabilities on Graph QAs CVPR 2026 Ellat at SemEval-2026 Task 11: Comparing Encoder and Decoder Models for Syllogistic Reasoning SemEval 2026 Enhancing Vision Language Corruption Robustness using Cross-Distribution & Prompted Denoisers WACV 2026 EPSegFZ: Efficient Point Cloud Semantic Segmentation for Few- and Zero-Shot Scenarios with Language Guidance AAAI 2026 Exploring Automated Recognition of Instructional Activity and Discourse from Multimodal Classroom Data WACV 2026 Extending ASR Evaluation Resources for Modern Greek Dialects EACL 2026 Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction AAAI 2026 FB-CLIP: Fine-Grained Zero-Shot Anomaly Detection with Foreground-Background Disentanglement CVPR 2026 Fine-tuning Zero-shot Large Language Models for Patient-reported Outcomes (Student Abstract) AAAI 2026 FormGym: Doing Paperwork with Agents EACL 2026 From Few-Shot to Zero-Shot Pallet Load Recognition: A Deployed Embedding-Based Vision System for Industrial Logistics WACV 2026 From Pixels to Logic: A Perception-Reasoning Decomposition Framework for Open-World Referring Expression Comprehension AAAI 2026 From Scene to Object: Enhancing Open-Vocabulary Object Detection via Foreground-Background Context Reasoning AAAI 2026 From Street to Orbit: Training-Free Cross-View Retrieval via Location Semantics and LLM Guidance WACV 2026 GaussianVision: Vision-Language Alignment from Compressed Image Representations using 2D Gaussian Splatting CVPR 2026 General and Domain-Specific Zero-shot Detection of Generated Images via Conditional Likelihood WACV 2026 GraFT: Infusing Pre-trained Transformers with Relational Structure for Time Series Forecasting AAAI 2026 GranAlign: Granularity-Aware Alignment Framework for Zero-shot Video Moment Retrieval AAAI 2026 HausaNLP at SemEval-2026 Task 7: Prompt-based Hausa Cultural Question Answering SemEval 2026