embedding space

LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025 Learning Clustering-based Prototypes for Compositional Zero-Shot Learning ICLR 2025 LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets AAAI 2025 Likelihood Variance as Text Importance for Resampling Texts to Map Language Models EMNLP 2025 Lost in Embeddings: Information Loss in Vision–Language Models EMNLP 2025 LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table CVPR 2025 MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval EMNLP 2025 MaRI: Material Retrieval Integration across Domains CVPR 2025 Meta-Reinforcement Learning with Adaptation from Human Feedback via Preference-Order-Preserving Task Embedding ICML 2025 Mitigate the Gap: Improving Cross-Modal Alignment in CLIP ICLR 2025 Norm of Mean Contextualized Embeddings Determines their Variance COLING 2025 On the Zero-shot Adversarial Robustness of Vision-Language Models: A Truly Zero-shot and Training-free Approach CVPR 2025 PEFTDiff: Diffusion-Guided Transferability Estimation for Parameter-Efficient Fine-Tuning ICCV 2025 Potential Field Based Deep Metric Learning CVPR 2025 QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025 Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs ICML 2025 Reconstructing Cell Lineage Trees from Phenotypic Features with Metric Learning ICML 2025 Representation-to-Creativity (R2C): Automated Holistic Scoring Model for Essay Creativity NAACL 2025 Retrieval of Temporal Event Sequences from Textual Descriptions NAACL 2025 SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation ICLR 2025 Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025 SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection EMNLP 2025 SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract) IJCAI 2025 Soft Separation and Distillation: Toward Global Uniformity in Federated Unsupervised Learning ICCV 2025 Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models ACL 2025