Multimodal Learning

Open-Vocabulary Point-Cloud Object Detection Without 3D Annotation CVPR 2023 OSAN: A One-Stage Alignment Network To Unify Multimodal Alignment and Unsupervised Domain Adaptation CVPR 2023 Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task ACL 2023 Pic2Word: Mapping Pictures to Words for Zero-Shot Composed Image Retrieval CVPR 2023 PingAnLifeInsurance at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages with Multi-Model Fusion SemEval 2023 Pretraining Language Models with Text-Attributed Heterogeneous Graphs EMNLP 2023 PronScribe: Highly Accurate Multimodal Phonemic Transcription From Speech and Text Interspeech 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 Reject Decoding via Language-Vision Models for Text-to-Image Synthesis AAAI 2023 ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction EMNLP 2023 Rethinking the Visual Cues in Audio-Visual Speaker Extraction Interspeech 2023 Retrieval-augmented Video Encoding for Instructional Captioning ACL 2023 RONO: Robust Discriminative Learning With Noisy Labels for 2D-3D Cross-Modal Retrieval CVPR 2023 SCANet: Scene Complexity Aware Network for Weakly-Supervised Video Moment Retrieval ICCV 2023 See How You Read? Multi-Reading Habits Fusion Reasoning for Multi-Modal Fake News Detection AAAI 2023 Segmental SpeechCLIP: Utilizing Pretrained Image-text Models for Audio-Visual Learning Interspeech 2023 Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity AAAI 2023 Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series ICML 2023 SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation ACL 2023 Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking ACL 2023 Sparse Maximum Margin Learning from Multimodal Human Behavioral Patterns AAAI 2023 SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph AAAI 2023 Stimulus Verification Is a Universal and Effective Sampler in Multi-Modal Human Trajectory Prediction CVPR 2023