multimodal learning

Scaling Capability in Token Space: An Analysis of Large Vision Language Model JMLR 2025 Scaling Language-Free Visual Representation Learning ICCV 2025 Scaling Laws for Native Multimodal Models ICCV 2025 Scaling Omni-modal Pretraining with Multimodal Context: Advancing Universal Representation Learning Across Modalities ICCV 2025 Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025 Scaling Vision Pre-Training to 4K Resolution CVPR 2025 Scaling Wearable Foundation Models ICLR 2025 SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis NAACL 2025 SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025 SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ACL 2025 SCOPE: Sign Language Contextual Processing with Embedding from LLMs AAAI 2025 SDFormer: Vision-based 3D Semantic Scene Completion via SAM-assisted Dual-channel Voxel Transformer ICCV 2025 SDGOCC: Semantic and Depth-Guided Bird's-Eye View Transformation for 3D Multimodal Occupancy Prediction CVPR 2025 Seeing 3D Through 2D Lenses: 3D Few-Shot Class-Incremental Learning via Cross-Modal Geometric Rectification ICCV 2025 Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval COLING 2025 Seeing Culture: A Benchmark for Visual Reasoning and Grounding EMNLP 2025 Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models EMNLP 2025 Seeing isn’t Hearing: Benchmarking Vision Language Models at Interpreting Spectrograms IJCNLP 2025 Seeing More with Less: Human-like Representations in Vision Models CVPR 2025 Seeing Speech and Sound: Distinguishing and Locating Audio Sources in Visual Scenes CVPR 2025 Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models EMNLP 2025 Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ACL 2025 Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-based Voice Conversion AAAI 2025 See It from My Perspective: How Language Affects Cultural Bias in Image Understanding ICLR 2025 Seek Common Ground While Reserving Differences: Semi-Supervised Image-Text Sentiment Recognition CVPR 2025