Multimodal Learning

Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles From Driving Scenes WACV 2024 HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data NeurIPS 2024 HEMM: Holistic Evaluation of Multimodal Foundation Models NeurIPS 2024 HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model NeurIPS 2024 HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NeurIPS 2024 Heterogeneous Test-Time Training for Multi-Modal Person Re-identification AAAI 2024 Hierarchical Aligned Multimodal Learning for NER on Tweet Posts AAAI 2024 Holistic Features are almost Sufficient for Text-to-Video Retrieval CVPR 2024 HouseCat6D - A Large-Scale Multi-Modal Category Level 6D Object Perception Dataset with Household Objects in Realistic Scenarios CVPR 2024 How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? EMNLP 2024 HybridGait: A Benchmark for Spatial-Temporal Cloth-Changing Gait Recognition with Hybrid Explorations AAAI 2024 Hyperbolic Learning with Synthetic Captions for Open-World Detection CVPR 2024 I-AM-G: Interest Augmented Multimodal Generator for Item Personalization EMNLP 2024 i-Code Studio: A Configurable and Composable Framework for Integrative AI EMNLP 2024 Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention NeurIPS 2024 Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching AAAI 2024 If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions EMNLP 2024 IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation ICML 2024 II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models NeurIPS 2024 II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024 IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos NeurIPS 2024 Image Captioning with Multi-Context Synthetic Data AAAI 2024 Images that Sound: Composing Images and Sounds on a Single Canvas NeurIPS 2024 “Image, Tell me your story!” Predicting the original meta-context of visual misinformation EMNLP 2024 I Mean I Am a Mouse: meets for Bilingual Multimodal Meme Sarcasm Classification from Large Language Models ACML 2024