representation alignment

Can Large Language Models Act as Ensembler for Multi-GNNs? EMNLP 2025 Contrastive Learning for Task-Independent SpeechLLM-Pretraining ACL 2025 CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative Drafter ACL 2025 Embodied Representation Alignment with Mirror Neurons ICCV 2025 Evaluating Human-LLM Representation Alignment: A Case Study on Affective Sentence Generation for Augmentative and Alternative Communication IJCNLP 2025 How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? IJCNLP 2025 Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients AAAI 2025 Language Surgery in Multilingual Large Language Models EMNLP 2025 Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs ACL 2025 NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval CVPR 2025 PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning ICML 2025 RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language EMNLP 2025 REPA-E: Unlocking VAE for End-to-End Tuning of Latent Diffusion Transformers ICCV 2025 SenCLIP: Enhancing Zero-Shot Land-Use Mapping for Sentinel-2 with Ground-Level Prompting WACV 2025 Sparse components distinguish visual pathways & their alignment to neural networks ICLR 2025 STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models EMNLP 2025 Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation ICML 2025 TARO: Timestep-Adaptive Representation Alignment with Onset-Aware Conditioning for Synchronized Video-to-Audio Synthesis ICCV 2025 Towards a learning theory of representation alignment ICLR 2025 Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models EMNLP 2025 UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement ICCV 2025 XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments EMNLP 2025 YOLO-Count: Differentiable Object Counting for Text-to-Image Generation ICCV 2025 Aligning Large Language Models with Human Preferences through Representation Engineering ACL 2024 Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NeurIPS 2024