Cover Image

Strengthening Layer Interaction via Dynamic Layer Attention

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Kaishen, Xia, Xun, Liu, Jian, Yi, Zhang, He, Tao
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

HalluRNN: Mitigating Hallucinations via Recurrent Cross-Layer Reasoning in Large Vision-Language Models
by: Yu, Le, et al.
Published: (2025)

Enhancing Feature Fusion of U-like Networks with Dynamic Skip Connections
by: Cao, Yue, et al.
Published: (2025)

FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks
by: He, Quansong, et al.
Published: (2025)

Unsafe by Reciprocity: How Generation-Understanding Coupling Undermines Safety in Unified Multimodal Models
by: Wang, Kaishen, et al.
Published: (2026)

Layered 3D Human Generation via Semantic-Aware Diffusion Model
by: Wang, Yi, et al.
Published: (2023)

Optimizing Vision-Language Consistency via Cross-Layer Regional Attention Alignment
by: Wang, Yifan, et al.
Published: (2025)

DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Mode
by: Huang, Junjia, et al.
Published: (2025)

Multi-Layer Dense Attention Decoder for Polyp Segmentation
by: Patel, Krushi, et al.
Published: (2024)

$Δ$VLA: Prior-Guided Vision-Language-Action Models via World Knowledge Variation
by: Zhu, Yijie, et al.
Published: (2026)

BrainMCLIP: Brain Image Decoding with Multi-Layer feature Fusion of CLIP
by: Xia, Tian, et al.
Published: (2025)

HumanCoser: Layered 3D Human Generation via Semantic-Aware Diffusion Model
by: Wang, Yi, et al.
Published: (2024)

LayerComposer: Multi-Human Personalized Generation via Layered Canvas
by: Qian, Guocheng Gordon, et al.
Published: (2025)

LayerAnimate: Layer-level Control for Animation
by: Yang, Yuxue, et al.
Published: (2025)

LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention
by: Zhang, Jiangling, et al.
Published: (2025)

Advancing Prompt Learning through an External Layer
by: Cui, Fangming, et al.
Published: (2024)

RevealLayer: Disentangling Hidden and Visible Layers via Occlusion-Aware Image Decomposition
by: Wang, Binhao, et al.
Published: (2026)

PhysLayer: Language-Guided Layered Animation with Depth-Aware Physics
by: Xie, Tianyidan, et al.
Published: (2026)

Qwen-Image-Layered: Towards Inherent Editability via Layer Decomposition
by: Yin, Shengming, et al.
Published: (2025)

AU-LLM: Micro-Expression Action Unit Detection via Enhanced LLM-Based Feature Fusion
by: Liu, Zhishu, et al.
Published: (2025)

Radiology Report Generation with Layer-Wise Anatomical Attention
by: Muñiz-De-León, Emmanuel D., et al.
Published: (2025)

MUFASA: A Multi-Layer Framework for Slot Attention
by: Bock, Sebastian, et al.
Published: (2026)

Q Cache: Visual Attention is Valuable in Less than Half of Decode Layers for Multimodal Large Language Model
by: Zhuang, Jiedong, et al.
Published: (2026)

Hierarchical and Step-Layer-Wise Tuning of Attention Specialty for Multi-Instance Synthesis in Diffusion Transformers
by: Zhang, Chunyang, et al.
Published: (2025)

LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning
by: Fu, Fengyi, et al.
Published: (2025)

Move Anything with Layered Scene Diffusion
by: Ren, Jiawei, et al.
Published: (2024)

Reasoning Resides in Layers: Restoring Temporal Reasoning in Video-Language Models with Layer-Selective Merging
by: Fu, Zihang, et al.
Published: (2026)

MagicQuillV2: Precise and Interactive Image Editing with Layered Visual Cues
by: Liu, Zichen, et al.
Published: (2025)

LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer
by: Song, Yiren, et al.
Published: (2025)

LayeringDiff: Layered Image Synthesis via Generation, then Disassembly with Generative Knowledge
by: Kang, Kyoungkook, et al.
Published: (2025)

Over++: Generative Video Compositing for Layer Interaction Effects
by: Qi, Luchao, et al.
Published: (2025)

LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors
by: Dalva, Yusuf, et al.
Published: (2024)

Pruning Self-attentions into Convolutional Layers in Single Path
by: He, Haoyu, et al.
Published: (2021)

Split-Layer: Enhancing Implicit Neural Representation by Maximizing the Dimensionality of Feature Space
by: Cai, Zhicheng, et al.
Published: (2025)

LiWi: Layering in the Wild
by: He, Yu, et al.
Published: (2026)

Mitigating Hallucination in Multimodal LLMs with Layer Contrastive Decoding
by: Tong, Bingkui, et al.
Published: (2025)

SoLA-Vision: Fine-grained Layer-wise Linear Softmax Hybrid Attention
by: Li, Ruibang, et al.
Published: (2026)

SpatialStack: Layered Geometry-Language Fusion for 3D VLM Spatial Reasoning
by: Zhang, Jian, et al.
Published: (2026)

LayerFlow: A Unified Model for Layer-aware Video Generation
by: Ji, Sihui, et al.
Published: (2025)

LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation
by: Yang, Shuai, et al.
Published: (2024)

Cross-Layer Feature Self-Attention Module for Multi-Scale Object Detection
by: Xie, Dingzhou, et al.
Published: (2025)