Multimodal Learning

LitMAS: A Lightweight and Generalized Multi-Modal Anti-Spoofing Framework for Biometric Security Interspeech 2025 LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025 Live Music Models NeurIPS 2025 LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content ICLR 2025 LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces ICML 2025 LLaFEA: Frame-Event Complementary Fusion for Fine-Grained Spatiotemporal Understanding in LMMs ICCV 2025 LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis ACL 2025 LLaMA-Omni: Seamless Speech Interaction with Large Language Models ICLR 2025 LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025 LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D Capabilities ICCV 2025 LLaVA-CoT: Let Vision Language Models Reason Step-by-Step ICCV 2025 LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models ICML 2025 LLaVA-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models ICLR 2025 LLaVA-KD: A Framework of Distilling Multimodal Large Language Models ICCV 2025 LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token ICLR 2025 LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models ICCV 2025 LLaVA-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model COLING 2025 LLaVA-SpaceSGG: Visual Instruct Tuning for Open-Vocabulary Scene Graph Generation with Enhanced Spatial Relations WACV 2025 LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs ICCV 2025 LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding CVPR 2025 LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025 LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning EMNLP 2025 LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation AAAI 2025 LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding ACL 2025 LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models CVPR 2025