Multimodal Learning

Leveraging Context for Multimodal Fallacy Classification in Political Debates ACL 2025 Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity EMNLP 2025 Leveraging SD Map to Augment HD Map-based Trajectory Prediction CVPR 2025 Leveraging Text and Speech Processing for Suicide Risk Classification in Chinese Adolescents Interspeech 2025 Leveraging Unlabeled Audio-Visual Data in Speech Emotion Recognition using Knowledge Distillation Interspeech 2025 LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025 LieRE: Lie Rotational Positional Encodings ICML 2025 Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference CVPR 2025 LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval EMNLP 2025 Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them AAAI 2025 LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes CVPR 2025 LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025 LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025 LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models CVPR 2025 Localizing Events in Videos with Multimodal Queries CVPR 2025 Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models ACL 2025 LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba AAAI 2025 LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos CVPR 2025 Look Around Before Locating: Considering Content and Structure Information for Visual Grounding AAAI 2025 Lost in Translation, Found in Context: Sign Language Translation with Contextual Cues CVPR 2025 Low-Light Image Enhancement via Generative Perceptual Priors AAAI 2025 LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation AAAI 2025 LRM-LLaVA: Overcoming the Modality Gap of Multilingual Large Language-Vision Model for Low-Resource Languages AAAI 2025 Lumina-Image 2.0: A Unified and Efficient Image Generative Framework ICCV 2025 LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents ICCV 2025