modality alignment

Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment ICLR 2025 GMAIL: Generative Modality Alignment for generated Image Learning ICML 2025 HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025 Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025 Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025 Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization EMNLP 2025 Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025 Object-Shot Enhanced Grounding Network for Egocentric Video CVPR 2025 OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation ACL 2025 Post-pre-training for Modality Alignment in Vision-Language Foundation Models CVPR 2025 Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks IJCAI 2025 Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment CVPR 2025 Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ACL 2025 Text-centric Alignment for Bridging Test-time Unseen Modality EMNLP 2025 TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis EMNLP 2025 Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era IJCAI 2025 UNIALIGN: Scaling Multimodal Alignment within One Unified Model CVPR 2025 Unsupervised Audio-Visual Segmentation with Modality Alignment AAAI 2025 AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024 ASTRA: Aligning Speech and Text Representations for Asr without Sampling Interspeech 2024 Balancing Multimodal Learning via Online Logit Modulation IJCAI 2024 Calibrated Self-Rewarding Vision Language Models NeurIPS 2024 CoDi-2: In-Context Interleaved and Interactive Any-to-Any Generation CVPR 2024 Differentiable Auxiliary Learning for Sketch Re-Identification AAAI 2024 Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection EMNLP 2024