Multimodal Learning

Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning ICLR 2024 T-VSL: Text-Guided Visual Sound Source Localization in Mixtures CVPR 2024 TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning EMNLP 2024 UFORecon: Generalizable Sparse-View Surface Reconstruction from Arbitrary and Unfavorable Sets CVPR 2024 Unbiased Multi-Label Learning from Crowdsourced Annotations ICML 2024 Uncertainty-Aware Yield Prediction with Multimodal Molecular Features AAAI 2024 Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models ICML 2024 UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner NeurIPS 2024 UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling NeurIPS 2024 UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks EMNLP 2024 Unified Generative and Discriminative Training for Multi-modal Large Language Models NeurIPS 2024 Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling NeurIPS 2024 Unified Lexical Representation for Interpretable Visual-Language Alignment NeurIPS 2024 UniHuman: A Unified Model For Editing Human Images in the Wild CVPR 2024 Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NeurIPS 2024 UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause EMNLP 2024 Unity by Diversity: Improved Representation Learning for Multimodal VAEs NeurIPS 2024 Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024 Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation CVPR 2024 Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation NeurIPS 2024 Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity ICML 2024 Unveiling Encoder-Free Vision-Language Models NeurIPS 2024 Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentation CVPR 2024 Unveiling the Invisible: Captioning Videos with Metaphors EMNLP 2024 Unveiling the mystery of visual attributes of concrete and abstract concepts: Variability, nearest neighbors, and challenging categories EMNLP 2024