Zero-Shot Learning

ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval COLING 2025 Commonsense Reasoning in Arab Culture ACL 2025 Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025 Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025 Counterexample Guided Program Repair Using Zero-Shot Learning and MaxSAT-based Fault Localization AAAI 2025 Cross-Lingual Knowledge Projection and Knowledge Enhancement for Zero-Shot Question Answering in Low-Resource Languages COLING 2025 Data Scaling Laws in Imitation Learning for Robotic Manipulation ICLR 2025 DeFT-X: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer EMNLP 2025 Denoise-then-Retrieve: Text-Conditioned Video Denoising for Video Moment Retrieval IJCAI 2025 Describe, Adapt and Combine: Empowering CLIP Encoders for Open-set 3D Object Retrieval ICCV 2025 Detecting Wildfires on UAVs with Real-Time Segmentation Trained by Larger Teacher Models WACV 2025 DiffSQL: Leveraging Diffusion Model for Zero-Shot Self-Supervised Monocular Depth Estimation IJCAI 2025 DiSCO-3D : Discovering and Segmenting Sub-Concepts from Open-vocabulary Queries in NeRF ICCV 2025 Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025 DivScore: Zero-Shot Detection of LLM-Generated Text in Specialized Domains EMNLP 2025 Do It Yourself (DIY): Modifying Images for Poems in a Zero-Shot Setting Using Weighted Prompt Manipulation EMNLP 2025 Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification Interspeech 2025 dutir914 at SemEval-2025 Task 1: An integrated approach for Multimodal Idiomaticity Representations SemEval 2025 EATS-Speech: Emotion-Adaptive Transformation and Priority Synthesis for Zero-Shot Text-to-Speech Interspeech 2025 ELIOT: Zero-Shot Video-Text Retrieval through Relevance-Boosted Captioning and Structural Information Extraction NAACL 2025 Empowering LLM Agents with Zero-Shot Optimal Decision-Making through Q-learning ICLR 2025 Enhancing Novel Object Detection via Cooperative Foundational Models WACV 2025 Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health AAAI 2025 Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer WACV 2025 Evaluating Compositional Generalisation in VLMs and Diffusion Models EMNLP 2025