Zero-Shot Learning

ROADS: Robust Prompt-Driven Multi-Class Anomaly Detection under Domain Shift WACV 2025 RobuSTereo: Robust Zero-Shot Stereo Matching under Adverse Weather ICCV 2025 Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025 Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context ACL 2025 RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation CVPR 2025 RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025 SALAD: Skeleton-aware Latent Diffusion for Text-driven Motion Generation and Editing CVPR 2025 SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation WACV 2025 SAMPLE: Semantic Alignment through Temporal-Adaptive Multimodal Prompt Learning for Event-Based Open-Vocabulary Action Recognition ICCV 2025 SASep: Saliency-Aware Structured Separation of Geometry and Feature for Open Set Learning on Point Clouds CVPR 2025 Scalable Vision-Language Understanding and Generation AAAI 2025 SD2Actor: Continuous State Decomposition via Diffusion Embeddings for Robotic Manipulation ICCV 2025 Seeing the Unseen: Composing Outliers for Compositional Zero-Shot Learning IJCAI 2025 SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images CVPR 2025 Segment Any 3D Object with Language ICLR 2025 Segment Anything Meets Point Tracking WACV 2025 Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes NAACL 2025 Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios WACV 2025 SemQA: Evaluating Evidence with Question Embeddings and Answer Entailment for Fact Verification ACL 2025 SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine NAACL 2025 ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries AAAI 2025 Show and Segment: Universal Medical Image Segmentation via In-Context Learning CVPR 2025 SKI Models: Skeleton Induced Vision-Language Embeddings for Understanding Activities of Daily Living AAAI 2025 SkySense-O: Towards Open-World Remote Sensing Interpretation with Vision-Centric Visual-Language Modeling CVPR 2025 SLENDER: Structured Outputs for SLM-based NER in Low-Resource Englishes ACL 2025