Multimodal Learning

Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025 LegalViz: Legal Text Visualization by Text To Diagram Generation NAACL 2025 LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025 LEGO-Maker: A Semantic-Driven Algorithm for Text-to-3D Generation ICCV 2025 Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams ICML 2025 LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors EMNLP 2025 LEMoN: Label Error Detection using Multimodal Neighbors ICML 2025 LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 2025 Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs COLING 2025 Less-to-More Generalization: Unlocking More Controllability by In-Context Generation ICCV 2025 Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025 Letting Uncertainty Guide Your Multimodal Machine Translation UAI 2025 Leveraging CLIP Encoder for Multimodal Emotion Recognition WACV 2025 Leveraging Computer Vision and Visual LLMs for Cost-Effective and Consistent Street Food Safety Assessment in Kolkata India AAAI 2025 Leveraging Context for Multimodal Fallacy Classification in Political Debates ACL 2025 Leveraging Debiased Cross-modal Attention Maps and Code-based Reasoning for Zero-shot Referring Expression Comprehension ICCV 2025 Leveraging Driver Field-of-View for Multimodal Ego-Trajectory Prediction ICLR 2025 Leveraging Language Models for Summarizing Mental State Examinations: A Comprehensive Evaluation and Dataset Release COLING 2025 Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity EMNLP 2025 Leveraging Large Vision-Language Model as User Intent-Aware Encoder for Composed Image Retrieval AAAI 2025 Leveraging NTPs for Efficient Hallucination Detection in VLMs AACL 2025 Leveraging Self-Supervised Learning Based Speaker Diarization for MISP 2025 AVSD Challenge Interspeech 2025 Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification COLING 2025 Leveraging Textual Memory and Key Frame Reasoning for Full Video Understanding Using Off-the-Shelf LLMs and VLMs (Student Abstract) AAAI 2025 Leveraging Unlabeled Audio for Audio-Text Contrastive Learning via Audio-Composed Text Features Interspeech 2025