Vision-Language Models

POGA: Paraphrased and Oppositional Graph Alignment for Fine-Grained Cross-Modal Retrieval CVPR 2026 PointAlign: Feature-Level Alignment Regularization for 3D Vision-Language Models CVPR 2026 Pointing at Parts: Training-Free Few-Shot Grounding in Multimodal LLMs CVPR 2026 POINTS-Long: Adaptive Dual-Mode Visual Reasoning in MLLMs CVPR 2026 PosterIQ: A Design Perspective Benchmark for Poster Understanding and Generation CVPR 2026 PowerCLIP: Powerset Alignment for Contrastive Pre-Training CVPR 2026 Predictive Regularization Against Visual Representation Degradation in Multimodal Large Language Models CVPR 2026 Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models CVPR 2026 Preserving Compositionality for Robust Multi-Subject Personalization in Text-to-Image Generation UAI 2026 Principled Steering via Null-space Projection for Jailbreak Defense in Vision-Language Models CVPR 2026 Probabilistic Prompt Adaptation for Unified Image Aesthetics and Quality Assessment CVPR 2026 Probing and Bridging Geometry-Interaction Cues for Affordance Reasoning in Vision Foundation Models CVPR 2026 ProFocus: Proactive Perception and Focused Reasoning in Vision-and-Language Navigation CVPR 2026 ProgressLM: Towards Progress Reasoning in Vision-Language Models ACL 2026 Progress-Think: Semantic Progress Reasoning for Vision-Language Navigation CVPR 2026 Proof-of-Perception: Certified Tool-Using Multimodal Reasoning with Compositional Conformal Guarantees CVPR 2026 Protecting multimodal large language models against misleading visualizations ACL 2026 Prototypical Action Reasoning Facilitated by Vision-Language Alignment for Egocentric Action Anticipation CVPR 2026 Proxy3D: Efficient 3D Representations for Vision-Language Models via Semantic Clustering and Alignment CVPR 2026 PureProof: Diffusion-Resistant Black-box Targeted Attack on Large Vision-Language Models CVPR 2026 PV-Ground: Text-Guided Point-Voxel Interaction for 3D Visual Grounding CVPR 2026 Quant Experts: Token-aware Adaptive Error Reconstruction with Mixture of Experts for Large Vision-Language Models Quantization CVPR 2026 QUANTIPHY: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models CVPR 2026 Question-guided Visual Compression with Memory Feedback for Long-Term Video Understanding CVPR 2026 QuietPrune: Query-Guided Early Token Pruning for Vision-Language Models CVPR 2026