Multimodal Learning

TIGER: A Unified Generative Model Framework for Multimodal Dialogue Response Generation COLING 2024 TIM: A Time Interval Machine for Audio-Visual Action Recognition CVPR 2024 TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding CVPR 2024 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models ICLR 2024 Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis NeurIPS 2024 TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging EMNLP 2024 TMFN: A Target-oriented Multi-grained Fusion Network for End-to-end Aspect-based Multimodal Sentiment Analysis COLING 2024 TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation CVPR 2024 Tokenize the World into Object-level Knowledge to Address Long-tail Events in Autonomous Driving CoRL 2024 Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition AAAI 2024 Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis NeurIPS 2024 TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR EMNLP 2024 Tools Identification By On-Board Adaptation of Vision-and-Language Models AAAI 2024 ToonerGAN: Reinforcing GANs for Obfuscating Automated Facial Indexing CVPR 2024 TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment NeurIPS 2024 To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models EMNLP 2024 TopViewRS: Vision-Language Models as Top-View Spatial Reasoners EMNLP 2024 Toward Interactive Regional Understanding in Vision-Large Language Models NAACL 2024 Toward Open-Set Human Object Interaction Detection AAAI 2024 Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning NeurIPS 2024 Towards 3D Molecule-Text Interpretation in Language Models ICLR 2024 Towards a Collective Medical Imaging AI: Enabling Continual Learning from Peers MIDL 2024 Towards a Complete Benchmark on Video Moment Localization AISTATS 2024 Towards a Corpus of Spoken Maltese: Korpus tal-Malti Mitkellem, KMM COLING 2024 Towards Addressing the Misalignment of Object Proposal Evaluation for Vision-Language Tasks via Semantic Grounding WACV 2024