zero-shot learning

How Do Large Language Models Perform in Dynamical System Modeling NAACL 2025 How do LLMs’ Preferences Affect Event Argument Extraction? CAT: Addressing Preference Traps in Unsupervised EAE ACL 2025 Huatuo-26M, a Large-scale Chinese Medical QA Dataset NAACL 2025 Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation CVPR 2025 HYDEN: Hyperbolic Density Representations for Medical Images and Reports COLING 2025 Hyperbolic Genome Embeddings ICLR 2025 Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance CVPR 2025 Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models ACL 2025 iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025 Images as Noisy Labels: Unleashing the Potential of the Diffusion Model for Open-Vocabulary Semantic Segmentation ICCV 2025 Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy CVPR 2025 Implicit Hate Target Span Detection in Zero- and Few-Shot Settings with Selective Sub-Billion Parameter Models ACL 2025 Improving Audio Classification by Transitioning from Zero- to Few-Shot Interspeech 2025 Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration IJCAI 2025 Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025 Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence WACV 2025 IM-Zero: Instance-level Motion Controllable Video Generation in a Zero-shot Manner CVPR 2025 In-context Time Series Predictor ICLR 2025 Integrating Symbolic Reasoning into Neural Generative Models for Design Generation AAAI 2025 Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation IJCNLP 2025 InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025 InteractAnything: Zero-shot Human Object Interaction Synthesis via LLM Feedback and Object Affordance Parsing CVPR 2025 Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model ICCV 2025 Interpreting the Second-Order Effects of Neurons in CLIP ICLR 2025 Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions EMNLP 2025