Multimodal Learning

Defining and Quantifying Visual Hallucinations in Vision-Language Models NAACL 2025 Deformable Radial Kernel Splatting CVPR 2025 DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification CVPR 2025 DELOC: Document Element Localizer EMNLP 2025 DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification AAAI 2025 Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance RSS 2025 Demonstrating Multi-Suction Item Picking at Scale via Multi-Modal Learning of Pick Success RSS 2025 Demonstrating REASSEMBLE: A Multimodal Dataset for Contact-rich Robotic Assembly and Disassembly RSS 2025 Demonstrating the Octopi-1.5 Visual-Tactile-Language Model RSS 2025 Dendritic Localized Learning: Toward Biologically Plausible Algorithm ICML 2025 Dense Audio-Visual Event Localization Under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration AAAI 2025 DenseGrounding: Improving Dense Language-Vision Semantics for Ego-centric 3D Visual Grounding ICLR 2025 Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices EMNLP 2025 DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment AAAI 2025 DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025 DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy ICCV 2025 Describe, Adapt and Combine: Empowering CLIP Encoders for Open-set 3D Object Retrieval ICCV 2025 Describe Anything: Detailed Localized Image and Video Captioning ICCV 2025 Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent ICCV 2025 Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering NAACL 2025 Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis CVPR 2025 Design Choices for Extending the Context Length of Visual Language Models ACL 2025 DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding EMNLP 2025 DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models CVPR 2025 Design-o-Meter: Towards Evaluating and Refining Graphic Designs WACV 2025