Multimodal Learning

Label Propagation for Zero-shot Classification with Vision-Language Models CVPR 2024 LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation AAAI 2024 LAMBDA: Large Language Model-Based Data Augmentation for Multi-Modal Machine Translation EMNLP 2024 LAMM: Label Alignment for Multi-Modal Prompt Learning AAAI 2024 LangCell: Language-Cell Pre-training for Cell Identity Understanding ICML 2024 LangSplat: 3D Language Gaussian Splatting CVPR 2024 LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment ICLR 2024 Language-driven All-in-one Adverse Weather Removal CVPR 2024 Language-Driven Anchors for Zero-Shot Adversarial Robustness CVPR 2024 Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition ICML 2024 Language-driven Object Fusion into Neural Radiance Fields with Pose-Conditioned Dataset Updates CVPR 2024 Language-guided Image Reflection Separation CVPR 2024 Language-guided Skill Learning with Temporal Variational Inference ICML 2024 Language Model Beats Diffusion - Tokenizer is key to visual generation ICLR 2024 Language Model Guided Interpretable Video Action Reasoning CVPR 2024 Language models and brains align due to more than next-word prediction and word-level information EMNLP 2024 Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024 Language Models Don’t Learn the Physical Manifestation of Language ACL 2024 Language + Molecules EACL 2024 Language-only Training of Zero-shot Composed Image Retrieval CVPR 2024 LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024 LaRA: Large Rank Adaptation for Speech and Text Cross-Modal Learning in Large Language Models EMNLP 2024 LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification EMNLP 2024 Large Language Models Are Challenged by Habitat-Centered Reasoning EMNLP 2024 Large Language Models are Efficient Learners of Noise-Robust Speech Recognition ICLR 2024