Cover Image

Bridging the Gap Between Sparsity and Redundancy: A Dual-Decoding Framework with Global Context for Map Inference

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shen, Yudong, Wu, Wenyu, Mao, Jiali, Tong, Yixiao, Liu, Guoping, Wang, Chaoya
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Mitigating Visual Context Degradation in Large Multimodal Models: A Training-Free Decoupled Agentic Framework
by: Jia, Hongrui, et al.
Published: (2025)

What Do Visual Tokens Really Encode? Uncovering Sparsity and Redundancy in Multimodal Large Language Models
by: Fan, Yingqi, et al.
Published: (2026)

RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs
by: Li, Hongliang, et al.
Published: (2025)

Mapping the Vanishing and Transformation of Urban Villages in China
by: Zhang, Wenyu, et al.
Published: (2025)

Bridging the Gap: Fusing CNNs and Transformers to Decode the Elegance of Handwritten Arabic Script
by: Boufenar, Chaouki, et al.
Published: (2025)

Bridging the Gap Between End-to-End and Two-Step Text Spotting
by: Huang, Mingxin, et al.
Published: (2024)

Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution
by: Hosu, Vlad, et al.
Published: (2025)

Bridging Supervision Gaps: A Unified Framework for Remote Sensing Change Detection
by: Jiang, Kaixuan, et al.
Published: (2026)

Multi-Modal LLM based Image Captioning in ICT: Bridging the Gap Between General and Industry Domain
by: Chao, Lianying, et al.
Published: (2026)

A Dual-Branch Local-Global Framework for Cross-Resolution Land Cover Mapping
by: Gao, Peng, et al.
Published: (2025)

TransBridge: Boost 3D Object Detection by Scene-Level Completion with Transformer Decoder
by: Meng, Qinghao, et al.
Published: (2025)

Bridging the Skill Gap in Clinical CBCT Interpretation with CBCTRepD
by: Wu, Qinxin, et al.
Published: (2026)

ViM-Disparity: Bridging the Gap of Speed, Accuracy and Memory for Disparity Map Generation
by: Bora, Maheswar, et al.
Published: (2024)

Bridge the Gap Between Visual and Linguistic Comprehension for Generalized Zero-shot Semantic Segmentation
by: Guo, Xiaoqing, et al.
Published: (2025)

BridgeTA: Bridging the Representation Gap in Knowledge Distillation via Teacher Assistant for Bird's Eye View Map Segmentation
by: Kim, Beomjun, et al.
Published: (2025)

Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes
by: Gong, Ruihao, et al.
Published: (2024)

Bridge the Gap between SNN and ANN for Image Restoration
by: Su, Xin, et al.
Published: (2025)

VLM-FO1: Bridging the Gap Between High-Level Reasoning and Fine-Grained Perception in VLMs
by: Liu, Peng, et al.
Published: (2025)

LGmap: Local-to-Global Mapping Network for Online Long-Range Vectorized HD Map Construction
by: Wu, Kuang, et al.
Published: (2024)

SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference
by: Khaki, Samir, et al.
Published: (2025)

Dual-Latent Collaborative Decoding for Fidelity-Perception Balanced Image Compression
by: Mao, Qi, et al.
Published: (2026)

Bridging the RGB-IR Gap: Consensus and Discrepancy Modeling for Text-Guided Multispectral Detection
by: Wu, Jiaqi, et al.
Published: (2026)

CSMapping: Scalable Crowdsourced Semantic Mapping and Topology Inference for Autonomous Driving
by: Qiao, Zhijian, et al.
Published: (2025)

VLMs-in-the-Wild: Bridging the Gap Between Academic Benchmarks and Enterprise Reality
by: Bandraupalli, Srihari, et al.
Published: (2025)

Global Commander and Local Operative: A Dual-Agent Framework for Scene Navigation
by: Jin, Kaiming, et al.
Published: (2026)

RadSimReal: Bridging the Gap Between Synthetic and Real Data in Radar Object Detection With Simulation
by: Bialer, Oded, et al.
Published: (2024)

Multi-clue Consistency Learning to Bridge Gaps Between General and Oriented Object in Semi-supervised Detection
by: Wang, Chenxu, et al.
Published: (2024)

Optimizing Visual Question Answering Models for Driving: Bridging the Gap Between Human and Machine Attention Patterns
by: Rekanar, Kaavya, et al.
Published: (2024)

Bridging the Gap Between Saliency Prediction and Image Quality Assessment
by: Alexey, Kirillov, et al.
Published: (2024)

Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding
by: Liu, Keliang, et al.
Published: (2025)

FreeInit: Bridging Initialization Gap in Video Diffusion Models
by: Wu, Tianxing, et al.
Published: (2023)

Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior
by: Wu, Haitao, et al.
Published: (2025)

Efficient Video Sampling: Pruning Temporally Redundant Tokens for Faster VLM Inference
by: Bagrov, Natan, et al.
Published: (2025)

Bridging the Semantic-Action Gap in Visual Token Pruning for Efficient VLA Inference
by: Liu, Ziyan, et al.
Published: (2025)

Remember Me: Bridging the Long-Range Gap in LVLMs with Three-Step Inference-Only Decay Resilience Strategies
by: Gao, Peng, et al.
Published: (2025)

SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization
by: Jia, Hongrui, et al.
Published: (2024)

Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment
by: Liu, Henglin, et al.
Published: (2025)

Rethinking Model Redundancy for Low-light Image Enhancement
by: Li, Tong, et al.
Published: (2024)

Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios
by: Li, Chunxiao, et al.
Published: (2025)

Empowering Bridge Digital Twins by Bridging the Data Gap with a Unified Synthesis Framework
by: Wang, Wang, et al.
Published: (2025)