Multimodal Learning

Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching Between Parts and Words CVPR 2023 PATRON: Perspective-Aware Multitask Model for Referring Expression Grounding Using Embodied Multimodal Cues AAAI 2023 Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task ACL 2023 Pedestrian Cross Forecasting with Hybrid Feature Fusion ACML 2023 Personalized Dialogue Generation with Persona-Adaptive Attention AAAI 2023 Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation NeurIPS 2023 PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection CVPR 2023 Position-Guided Text Prompt for Vision-Language Pre-Training CVPR 2023 PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition ACL 2023 PRED: Pre-training via Semantic Rendering on LiDAR Point Clouds NeurIPS 2023 Progressive Deep Multi-View Comprehensive Representation Learning AAAI 2023 Promoting Topic Coherence and Inter-Document Consorts in Multi-Document Summarization via Simplicial Complex and Sheaf Graph EMNLP 2023 Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge EMNLP 2023 ProphNet: Efficient Agent-Centric Motion Forecasting With Anchor-Informed Proposals CVPR 2023 Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval NeurIPS 2023 Provable Dynamic Fusion for Low-Quality Multimodal Data ICML 2023 PuMer: Pruning and Merging Tokens for Efficient Vision Language Models ACL 2023 Putting Natural in Natural Language Processing ACL 2023 QPGesture: Quantization-Based and Phase-Guided Motion Matching for Natural Speech-Driven Gesture Generation CVPR 2023 Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework NeurIPS 2023 Query-based Image Captioning from Multi-context 360cdegree Images EMNLP 2023 Query-Centric Trajectory Prediction CVPR 2023 Quilt-1M: One Million Image-Text Pairs for Histopathology NeurIPS 2023 RADIANT: Radar-Image Association Network for 3D Object Detection AAAI 2023 RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ACL 2023