visual token pruning

DUET-VLM: Dual stage Unified Efficient Token reduction for VLM Training and Inference CVPR 2026 EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models WACV 2026 FocusUI: Efficient UI Grounding via Position-Preserving Visual Token Selection CVPR 2026 Geometry-Guided 3D Visual Token Pruning for Video-Language Models CVPR 2026 HAWK: Head Importance-Aware Visual Token Pruning in Multimodal Models CVPR 2026 HiPrune: Training-Free Visual Token Pruning via Hierarchical Attention in Vision-Language Models (Student Abstract) AAAI 2026 Instruction-Guided Cross-Modal Clustering for Training-Free Visual Token Pruning in Vision-Language Models AAAI 2026 MMG-Vid: Maximizing Marginal Gains at Segment-level and Token-level for Efficient Video LLMs AAAI 2026 MR-Pruner: Training-free Multi-resolution Visual Token Pruning for Multi-modal Large Language Models WACV 2026 One Layer's Trash is Another Layer's Treasure: Adaptive Layer-wise Visual Token Selection in LVLMs CVPR 2026 PosPrune: Visual Token Pruning with Positional Bias Correction for Efficient Large Vision-Language Models AAAI 2026 Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving CVPR 2026 QuietPrune: Query-Guided Early Token Pruning for Vision-Language Models CVPR 2026 Seeing What Matters: A Training-Free Self-Guided Framework for Multimodal Detail Perception and Reasoning CVPR 2026 Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning AAAI 2026 STEP-Nav: Spatial-Temporal Efficient Visual Token Pruning for Vision-and-Language Navigation with Large Language Models AAAI 2026 VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models ACL 2026 Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models ACL 2026 ViTCoP: Accelerating Large Vision-Language Models via Visual and Textual Semantic Collaborative Pruning AAAI 2026 AdaV: Adaptive Text-visual Redirection for Vision-Language Models ACL 2025 A-VL: Adaptive Attention for Large Vision-Language Models AAAI 2025 Conical Visual Concentration for Efficient Large Vision-Language Models CVPR 2025 CROP: Contextual Region-Oriented Visual Token Pruning EMNLP 2025 DCP: Dual-Cue Pruning for Efficient Large Vision-Language Models EMNLP 2025 DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models CVPR 2025