semantic alignment

Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning IJCAI 2025 Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models COLING 2025 CRAFT: Designing Creative and Functional 3D Objects WACV 2025 Cross-Aligned Fusion for Multimodal Understanding WACV 2025 CtrlShift: Steering Language Models for Dense Quotation Retrieval with Dynamic Prompts IJCNLP 2025 Decoding Correlation-Induced Misalignment in the Stable Diffusion Workflow for Text-to-Image Generation ICCV 2025 Domain Generalizable Portrait Style Transfer ICCV 2025 DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization ACL 2025 DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback NAACL 2025 DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling CVPR 2025 EFSA-CLC: Enhancing Zero-shot Entity-level Financial Sentiment Analysis with Cross-lingual Collaboration IJCNLP 2025 Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025 ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering ICCV 2025 Exploiting Domain Properties in Language-Driven Domain Generalization for Semantic Segmentation ICCV 2025 EZSR: Event-based Zero-Shot Recognition CVPR 2025 Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data ICCV 2025 Fine-grained Prompt Screening: Defending Against Backdoor Attack on Text-to-Image Diffusion Models IJCAI 2025 Foley-Flow: Coordinated Video-to-Audio Generation with Masked Audio-Visual Alignment and Dynamic Conditional Flows CVPR 2025 FoleyMaster: High-Quality Video-to-Audio Synthesis via MLLM-Augmented Prompt Tuning and Joint Semantic-Temporal Adaptation Interspeech 2025 FormalAlign: Automated Alignment Evaluation for Autoformalization ICLR 2025 From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025 From Word to World: Evaluate and Mitigate Culture Bias in LLMs via Word Association Test EMNLP 2025 GCD: Advancing Vision-Language Models for Incremental Object Detection via Global Alignment and Correspondence Distillation AAAI 2025 GIIM: A Graph Information Integration Method for Chinese-Kazakh CLIR ACML 2025 Global-Semantic Alignment Distillation for Partial Multi-view Classification AAAI 2025