text encoder

Circuit Mechanisms for Spatial Relation Generation in Diffusion Transformers CVPR 2026 Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation CVPR 2026 Reclaiming Lost Text Layers for Source-Free Cross-Domain Few-Shot Learning CVPR 2026 Addressing Text Embedding Leakage in Diffusion-based Image Editing ICCV 2025 An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval ICCV 2025 Automated Collection of Evaluation Dataset for Semantic Search in Low-Resource Domain Language COLING 2025 Beyond Simple Edits: Composed Video Retrieval with Dense Modifications ICCV 2025 Captured by Captions: On Memorization and its Mitigation in CLIP Models ICLR 2025 Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025 CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation CVPR 2025 CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models ICCV 2025 Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings EMNLP 2025 FineLIP: Extending CLIP's Reach via Fine-Grained Alignment with Longer Text Inputs CVPR 2025 Fix-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text ICCV 2025 FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training CVPR 2025 GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary COLING 2025 GenGO Ultra: an LLM-powered ACL Paper Explorer ACL 2025 Interactive Artistic Text-To-Voice: Tungnaá and Bla Blavatar vs Jaap Blonk NeurIPS 2025 Leveraging Unlabeled Audio for Audio-Text Contrastive Learning via Audio-Composed Text Features Interspeech 2025 Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training ACL 2025 MuLan: Adapting Multilingual Diffusion Models for Hundreds of Languages with Negligible Cost ICML 2025 Open-World Semi-Supervised Learning with Class Semantic Correlations IJCAI 2025 Prompt Tuning Can Simply Adapt Large Language Models to Text Encoders NAACL 2025 Scaling Down Text Encoders of Text-to-Image Diffusion Models CVPR 2025 SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models EMNLP 2025