Multimodal Learning

LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning CVPR 2025 LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models ICLR 2025 LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba AAAI 2025 LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating ACL 2025 LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture EMNLP 2025 Long-Term Ad Memorability: Understanding & Generating Memorable Ads WACV 2025 LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos CVPR 2025 Long Video Diffusion Generation with Segmented Cross-Attention and Content-Rich Video Data Curation CVPR 2025 LongVILA: Scaling Long-Context Visual Language Models for Long Videos ICLR 2025 Long-VLA: Unleashing Long-Horizon Capability of Vision Language Action Model for Robot Manipulation CoRL 2025 LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding ICML 2025 Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models EMNLP 2025 Look Around Before Locating: Considering Content and Structure Information for Visual Grounding AAAI 2025 LookCloser: Frequency-aware Radiance Field for Tiny-Detail Scene CVPR 2025 Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning COLING 2025 Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance EMNLP 2025 Looking Beyond the Pixels: Evaluating Visual Metaphor Understanding in VLMs EMNLP 2025 Looking to Learn: Token-wise Dynamic Gating for Low-Resource Vision-Language Modelling EMNLP 2025 Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation ACL 2025 Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models ICML 2025 LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models CVPR 2025 Lost in Embeddings: Information Loss in Vision–Language Models EMNLP 2025 Lost in Translation, Found in Context: Sign Language Translation with Contextual Cues CVPR 2025 LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025 LPOI: Listwise Preference Optimization for Vision Language Models ACL 2025