Multimodal Learning

TD²-Net: Toward Denoising and Debiasing for Video Scene Graph Generation AAAI 2024 Teach CLIP to Develop a Number Sense for Ordinal Regression ECCV 2024 Teaching LLMs to Abstain across Languages via Multilingual Feedback EMNLP 2024 Tell Me What Is Good about This Property: Leveraging Reviews for Segment-Personalized Image Collection Summarization AAAI 2024 Tell Me What’s Next: Textual Foresight for Generic UI Representations ACL 2024 TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes CVPR 2024 Temporal Sentence Grounding with Relevance Feedback in Videos NeurIPS 2024 Text-conditional Attribute Alignment across Latent Spaces for 3D Controllable Face Image Synthesis CVPR 2024 Text-Driven Image Editing via Learnable Regions CVPR 2024 Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion CVPR 2024 Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval CVPR 2024 Text-to-Song: Towards Controllable Music Generation Incorporating Vocal and Accompaniment ACL 2024 TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing IJCAI 2024 TF-CLIP: Learning Text-Free CLIP for Video-Based Person Re-identification AAAI 2024 The Data Addition Dilemma MLHC 2024 The Devil is in the Fine-Grained Details: Evaluating Open-Vocabulary Object Detectors for Fine-Grained Understanding CVPR 2024 The Emergence of Compositional Languages in Multi-entity Referential Games: from Image to Graph Representations EMNLP 2024 The Factuality Tax of Diversity-Intervened Text-to-Image Generation: Benchmark and Fact-Augmented Intervention EMNLP 2024 The Instinctive Bias: Spurious Images lead to Illusion in MLLMs EMNLP 2024 The MERSA Dataset and a Transformer-Based Approach for Speech Emotion Recognition ACL 2024 The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data NeurIPS 2024 The STVchrono Dataset: Towards Continuous Change Recognition in Time CVPR 2024 THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract) AAAI 2024 TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding CVPR 2024 Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis NeurIPS 2024