Multimodal Learning

Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models NeurIPS 2024 It's All About Your Sketch: Democratising Sketch Control in Diffusion Models CVPR 2024 Joint Multimodal Aspect Sentiment Analysis with Aspect Enhancement and Syntactic Adaptive Learning IJCAI 2024 JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images NeurIPS 2024 Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval CVPR 2024 Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning CVPR 2024 Koala: Key Frame-Conditioned Long Video-LLM CVPR 2024 L4D-Track: Language-to-4D Modeling Towards 6-DoF Tracking and Shape Reconstruction in 3D Point Cloud Stream CVPR 2024 LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024 Large Spatial Model: End-to-end Unposed Images to Semantic 3D NeurIPS 2024 LAVSS: Location-Guided Audio-Visual Spatial Audio Separation WACV 2024 LDS2AE: Local Diffusion Shared-Specific Autoencoder for Multimodal Remote Sensing Image Classification with Arbitrary Missing Modalities AAAI 2024 Learning 1D Causal Visual Representation with De-focus Attention Networks NeurIPS 2024 Learning Human Action Representations from Temporal Context in Lifestyle Vlogs ACL 2024 Learning to Model the World With Language ICML 2024 Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024 Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization ACL 2024 Leveraging Next-Active Objects for Context-Aware Anticipation in Egocentric Videos WACV 2024 Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification CVPR 2024 Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding NeurIPS 2024 Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models NeurIPS 2024 Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment CVPR 2024 LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Control and Rendering NeurIPS 2024 LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024 Localizing Memorization in SSL Vision Encoders NeurIPS 2024