large multimodal model

φ-DPO: Fairness Direct Preference Optimization Approach to Continual Learning in Large Multimodal Models CVPR 2026 AdaSVD: Singular Value Decomposition with Adaptive Mechanisms for Large Multimodal Models CVPR 2026 AG-VAS: Anchor-Guided Zero-Shot Visual Anomaly Segmentation with Large Multimodal Models CVPR 2026 APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention ACL 2026 A Rolling Stone Gathers No Moss: Adaptive Policy Optimization for Stable Self-Evaluation in Large Multimodal Models AAAI 2026 Asynchronous Temporal Modeling with Two-Agent Framework for Streaming Dense Video Captioning CVPR 2026 Automatic and Reliable Evaluation for Academic Caption-to-Figure Generation with LMMs ACL 2026 Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models AAAI 2026 Boosting Reasoning in Large Multimodal Models via Activation Replay CVPR 2026 CoIn: Coverage and Informativeness-Guided Token Reduction for Efficient Large Multimodal Models CVPR 2026 CVP: Central-Peripheral Vision-Inspired Multimodal Model for Spatial Reasoning WACV 2026 Direction-aware 3D Large Multimodal Models CVPR 2026 Divide, then Ground: Adapting Frame Selection to Query Types for Long-Form Video Understanding CVPR 2026 DREAM: Document Recognition with Explicit Adaptive Memory CVPR 2026 Efficient Encoder-Free Fourier-based 3D Large Multimodal Model CVPR 2026 From Words to Pixels: A Comprehensive Survey on Large Language Models in Visual Segmentation ACL 2026 Fuel Gauge: Estimating Chain-of-Thought Length Ahead of Time in Large Multimodal Models CVPR 2026 FVBench: Benchmarking Deepfake Video Detection Capability of Large Multimodal Models CVPR 2026 GAEA: A Geolocation Aware Conversational Assistant WACV 2026 GeoX-Bench: Benchmarking Cross-View Geo-Localization and Pose Estimation Capabilities of Large Multimodal Models AAAI 2026 Graph-to-Frame RAG: Visual-Space Knowledge Fusion for Training-Free and Auditable Video Reasoning CVPR 2026 HiFICL: High-Fidelity In-Context Learning for Multimodal Tasks CVPR 2026 Human-Centric Open-Future Task Discovery: Formulation, Benchmark, and Scalable Tree-Based Search AAAI 2026 I2I-Bench: A Comprehensive Benchmark Suite for Image-to-Image Editing Models CVPR 2026 Latent Implicit Visual Reasoning CVPR 2026