Multimodal Learning

Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity EMNLP 2025 Leveraging RGB-D Data with Cross-Modal Context Mining for Glass Surface Detection AAAI 2025 LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-Timestamp 3D Human Pose Estimation WACV 2025 LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes CVPR 2025 LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant CVPR 2025 LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance Fields CVPR 2025 LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025 LLaVA-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model COLING 2025 LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025 LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living CVPR 2025 LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval EMNLP 2025 LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions EMNLP 2025 LLMs Can Compensate for Deficiencies in Visual Representations EMNLP 2025 LLMs can see and hear without any training ICML 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Dataset CVPR 2025 LVLMs are Bad at Overhearing Human Referential Communication EMNLP 2025 M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025 MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models EMNLP 2025 MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ACL 2025 MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025 Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025 MambaPro: Multi-Modal Object Re-identification with Mamba Aggregation and Synergistic Prompt AAAI 2025 Mamba-Reg: Vision Mamba Also Needs Registers CVPR 2025 MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects CVPR 2025