Paper "attention mechanism" Papers

Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning

Yimeng Shan, Malu Zhang, Rui-jie Zhu et al.

AudioGenX: Explainability on Text-to-Audio Generative Models

Hyunju Kang, Geonhee Han, Yoonjae Jeong et al.

AWRaCLe: All-Weather Image Restoration Using Visual In-Context Learning

Sudarshan Rajagopalan, Vishal M. Patel

Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data

Ziang Yan, Xingyu Zhao, Hanqing Ma et al.

CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG

Boyi Deng, Wenjie Wang, Fengbin Zhu et al.

Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection

Hongsong Wang, Andi Xu, Pinle Ding et al.

Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution

Karam Park, Jae Woong Soh, Nam Ik Cho

Enhancing Masked Time-Series Modeling via Dropping Patches

Tianyu Qiu, Yi Xie, Hao Niu et al.

Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation

Xiaofeng Zhang, Fanshuo Zeng, Yihao Quan et al.

GenesisTex2: Stable, Consistent and High-Quality Text-to-Texture Generation

Jiawei Lu, YingPeng Zhang, Zengjun Zhao et al.

Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization

Yeji Song, Jimyeong Kim, Wonhark Park et al.

Intra and Inter Parser-Prompted Transformers for Effective Image Restoration

Cong Wang, Jinshan Pan, Liyan Wang et al.

Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval

Jiaxing Li, Lin Jiang, Zeqi Ma et al.

Memory Efficient Matting with Adaptive Token Routing

Yiheng Lin, Yihan Hu, Chenyi Zhang et al.

MV-VTON: Multi-View Virtual Try-On with Diffusion Models

Haoyu Wang, Zhilu Zhang, Donglin Di et al.

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems

Igor G. Smit, Yaoxin Wu, Pavel Troubil et al.

Numerical Pruning for Efficient Autoregressive Models

Xuan Shen, Zhao Song, Yufa Zhou et al.

Optimizing Human Pose Estimation Through Focused Human and Joint Regions

Yingying Jiao, Zhigang Wang, Zhenguang Liu et al.

Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single Image Denoising

Huaqiu Li, Wang Zhang, Xiaowan Hu et al.

Real-Time Calibration Model for Low-Cost Sensor in Fine-Grained Time Series

Seokho Ahn, Hyungjin Kim, Sungbok Shin et al.

Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences

Xiwen Chen, Peijie Qiu, Wenhui Zhu et al.

Small Language Model Makes an Effective Long Text Extractor

Yelin Chen, Fanjin Zhang, Jie Tang

TdAttenMix: Top-Down Attention Guided Mixup

Zhiming Wang, Lin Gu, Feng Lu

The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning

Shentong Mo

Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment

Jun Liu, Zhenglun Kong, Pu Zhao et al.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition

Artyom Stitsyuk, Jaesik Choi

AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model

Teng Hu, Jiangning Zhang, Ran Yi et al.

Attention Disturbance and Dual-Path Constraint Network for Occluded Person Re-identification

Jiaer Xia, Lei Tan, Pingyang Dai et al.

Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention

Saebom Leem, Hyunseok Seo

BARET: Balanced Attention Based Real Image Editing Driven by Target-Text Inversion

Yuming Qiao, Fanyi Wang, Jingwen Su et al.

Cached Transformers: Improving Transformers with Differentiable Memory Cached

Zhaoyang Zhang, Wenqi Shao, Yixiao Ge et al.

Correlation Matching Transformation Transformers for UHD Image Restoration

Cong Wang, Jinshan Pan, Wei Wang et al.

Dynamic Feature Pruning and Consolidation for Occluded Person Re-identification

YuTeng Ye, Hang Zhou, Jiale Cai et al.

FaceCoresetNet: Differentiable Coresets for Face Set Recognition

Gil Shapira, Yosi Keller

Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks

Xuerui Qiu, Rui-Jie Zhu, Yuhong Chou et al.

Graph Context Transformation Learning for Progressive Correspondence Pruning

Junwen Guo, Guobao Xiao, Shiping Wang et al.

GridFormer: Point-Grid Transformer for Surface Reconstruction

Shengtao Li, Ge Gao, Yudong Liu et al.

Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables

Haisong Gong, Weizhi Xu, Shu Wu et al.

Hierarchical Aligned Multimodal Learning for NER on Tweet Posts

Peipei Liu, Hong Li, Yimo Ren et al.

How to Protect Copyright Data in Optimization of Large Language Models?

Timothy Chu, Zhao Song, Chiwun Yang

KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs

Ruoqi Liu, Lingfei Wu, Ping Zhang

Multi-Architecture Multi-Expert Diffusion Models

Yunsung Lee, Jin-Young Kim, Hyojun Go et al.

S2WAT: Image Style Transfer via Hierarchical Vision Transformer Using Strips Window Attention

Chiyu Zhang, Xiaogang Xu, Lei Wang et al.

ScanERU: Interactive 3D Visual Grounding Based on Embodied Reference Understanding

Ziyang Lu, Yunqiang Pei, Guoqing Wang et al.

Semantic-Aware Data Augmentation for Text-to-Image Synthesis

Zhaorui Tan, Xi Yang, Kaizhu Huang

Semantic Lens: Instance-Centric Semantic Alignment for Video Super-resolution

SeTformer Is What You Need for Vision and Language

Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger et al.

SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation

Malyaban Bal, Abhronil Sengupta

Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings

Jihyeon Seong, Jungmin Kim, Jaesik Choi

Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks

Siyu Zou, Jiji Tang, Yiyi Zhou et al.