Multimodal Learning

DenoiseRep: Denoising Model for Representation Learning NeurIPS 2024 Dense Connector for MLLMs NeurIPS 2024 Depth From Asymmetric Frame-Event Stereo: A Divide-and-Conquer Approach WACV 2024 Detours for Navigating Instructional Videos CVPR 2024 DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024 Diff2Lip: Audio Conditioned Diffusion Models for Lip-Synchronization WACV 2024 DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction CVPR 2024 Discovering and Mitigating Visual Biases through Keyword Explanation CVPR 2024 Domain Prompt Learning with Quaternion Networks CVPR 2024 Don’t Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models ACL 2024 Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion. CVPR 2024 DreamVideo: Composing Your Dream Videos with Customized Subject and Motion CVPR 2024 E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection NeurIPS 2024 EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NeurIPS 2024 Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge EMNLP 2024 Efficient Vision-Language pre-training via domain-specific learning for human activities EMNLP 2024 Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives CVPR 2024 EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models CVPR 2024 EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI CVPR 2024 Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models CVPR 2024 Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers NeurIPS 2024 Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling WACV 2024 Enhancing Temporal Modeling of Video LLMs via Time Gating EMNLP 2024 Equivariant Multi-Modality Image Fusion CVPR 2024 Event-assisted Low-Light Video Object Segmentation CVPR 2024