conftrace_

visual redundancy

6 papers

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Co-occurring keywords · papers mentioning both

token pruning (2) multimodal large language model (2) video understanding (2) composite image (1) frequency domain analysis (1) spatial pattern analysis (1) visual redundancy prediction (1) structural discrepancy (1) visual redundancy reduction (1) visual encoding (1)

Papers

From Inheritance to Saturation: Disentangling the Evolution of Visual Redundancy for Architecture-Aware MLLM Inference Acceleration ACL 2026 KTV: Keyframes and Key Tokens Selection for Efficient Training-Free Video LLMs AAAI 2026 AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding ACL 2025 DDJND: Dual Domain Just Noticeable Difference in Multi-Source Content Images with Structural Discrepancy AAAI 2025 FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers ICCV 2025 Visual Redundancy Removal for Composite Images: A Benchmark Dataset and a Multi-Visual-Effects Driven Incremental Method AAAI 2024