Deformable Dynamic Convolution for Accurate yet Efficient Spatio-Temporal Traffic Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Jin, Hyeonseok, Kim, Geonmin, Kim, Kyungbaek |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CNN-based Multi-In-Multi-Out Model for Efficient Spatiotemporal Prediction
by: Jin, Hyeonseok
Published: (2026)
by: Jin, Hyeonseok
Published: (2026)
Social-IWSTCNN: A Social Interaction-Weighted Spatio-Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios
by: Zhang, Chi, et al.
Published: (2021)
by: Zhang, Chi, et al.
Published: (2021)
Multi-Scale Spatio-Temporal Graph Convolutional Network for Facial Expression Spotting
by: Deng, Yicheng, et al.
Published: (2024)
by: Deng, Yicheng, et al.
Published: (2024)
Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting
by: Ruan, Weilin, et al.
Published: (2024)
by: Ruan, Weilin, et al.
Published: (2024)
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting
by: Medina, Edgar, et al.
Published: (2024)
by: Medina, Edgar, et al.
Published: (2024)
Bones Can't Be Triangles: Accurate and Efficient Vertebrae Keypoint Estimation through Collaborative Error Revision
by: Kim, Jinhee, et al.
Published: (2024)
by: Kim, Jinhee, et al.
Published: (2024)
DETACH : Decomposed Spatio-Temporal Alignment for Exocentric Video and Ambient Sensors with Staged Learning
by: Yoon, Junho, et al.
Published: (2025)
by: Yoon, Junho, et al.
Published: (2025)
Region-Aware Deformable Convolutions
by: Maleki, Abolfazl Saheban, et al.
Published: (2025)
by: Maleki, Abolfazl Saheban, et al.
Published: (2025)
Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs
by: Hyun, Jeongseok, et al.
Published: (2025)
by: Hyun, Jeongseok, et al.
Published: (2025)
Fine-Grained Traffic Inference from Road to Lane via Spatio-Temporal Graph Node Generation
by: Li, Shuhao, et al.
Published: (2025)
by: Li, Shuhao, et al.
Published: (2025)
LightHCG: a Lightweight yet powerful HSIC Disentanglement based Causal Glaucoma Detection Model framework
by: Kim, Daeyoung
Published: (2025)
by: Kim, Daeyoung
Published: (2025)
VGenST-Bench: A Benchmark for Spatio-Temporal Reasoning via Active Video Synthesis
by: Park, Jinho, et al.
Published: (2026)
by: Park, Jinho, et al.
Published: (2026)
Deformation-aware Temporal Generation for Early Prediction of Alzheimers Disease
by: Honga, Xin, et al.
Published: (2025)
by: Honga, Xin, et al.
Published: (2025)
Spatio-Temporal Token Pruning for Efficient High-Resolution GUI Agents
by: Xu, Zhou, et al.
Published: (2026)
by: Xu, Zhou, et al.
Published: (2026)
OCK: Unsupervised Dynamic Video Prediction with Object-Centric Kinematics
by: Song, Yeon-Ji, et al.
Published: (2024)
by: Song, Yeon-Ji, et al.
Published: (2024)
Risk-aware Trajectory Prediction by Incorporating Spatio-temporal Traffic Interaction Analysis
by: Thuremella, Divya, et al.
Published: (2024)
by: Thuremella, Divya, et al.
Published: (2024)
Multi-modal Spatio-Temporal Transformer for High-resolution Land Subsidence Prediction
by: Yao, Wendong, et al.
Published: (2025)
by: Yao, Wendong, et al.
Published: (2025)
STREAM: Spatio-TempoRal Evaluation and Analysis Metric for Video Generative Models
by: Kim, Pum Jun, et al.
Published: (2024)
by: Kim, Pum Jun, et al.
Published: (2024)
Fine-Grained Pillar Feature Encoding Via Spatio-Temporal Virtual Grid for 3D Object Detection
by: Park, Konyul, et al.
Published: (2024)
by: Park, Konyul, et al.
Published: (2024)
Efficient Neural Video Representation with Temporally Coherent Modulation
by: Shin, Seungjun, et al.
Published: (2025)
by: Shin, Seungjun, et al.
Published: (2025)
Frequency Dynamic Convolution for Dense Image Prediction
by: Chen, Linwei, et al.
Published: (2025)
by: Chen, Linwei, et al.
Published: (2025)
Mechanistic Learning with Guided Diffusion Models to Predict Spatio-Temporal Brain Tumor Growth
by: Laslo, Daria, et al.
Published: (2025)
by: Laslo, Daria, et al.
Published: (2025)
ClipTBP: Clip-Pair based Temporal Boundary Prediction with Boundary-Aware Learning for Moment Retrieval
by: Kim, Ji-Hyeon, et al.
Published: (2026)
by: Kim, Ji-Hyeon, et al.
Published: (2026)
GreenEye: Development of Real-Time Traffic Signal Recognition System for Visual Impairments
by: Kim, Danu
Published: (2024)
by: Kim, Danu
Published: (2024)
BF-STVSR: B-Splines and Fourier-Best Friends for High Fidelity Spatial-Temporal Video Super-Resolution
by: Kim, Eunjin, et al.
Published: (2025)
by: Kim, Eunjin, et al.
Published: (2025)
DESign: Dynamic Context-Aware Convolution and Efficient Subnet Regularization for Continuous Sign Language Recognition
by: Liu, Sheng, et al.
Published: (2025)
by: Liu, Sheng, et al.
Published: (2025)
DIFFUMA: High-Fidelity Spatio-Temporal Video Prediction via Dual-Path Mamba and Diffusion Enhancement
by: Xie, Xinyu, et al.
Published: (2025)
by: Xie, Xinyu, et al.
Published: (2025)
NEMESIS: Noise-suppressed Efficient MAE with Enhanced Superpatch Integration Strategy
by: Kim, Kyeonghun, et al.
Published: (2026)
by: Kim, Kyeonghun, et al.
Published: (2026)
Reprogramming Vision Foundation Models for Spatio-Temporal Forecasting
by: Chen, Changlu, et al.
Published: (2025)
by: Chen, Changlu, et al.
Published: (2025)
Agentic Spatio-Temporal Grounding via Collaborative Reasoning
by: Zhao, Heng, et al.
Published: (2026)
by: Zhao, Heng, et al.
Published: (2026)
UnityGraph: Unified Learning of Spatio-temporal features for Multi-person Motion Prediction
by: Qu, Kehua, et al.
Published: (2024)
by: Qu, Kehua, et al.
Published: (2024)
Unified Spatio-Temporal Token Scoring for Efficient Video VLMs
by: Zhang, Jianrui, et al.
Published: (2026)
by: Zhang, Jianrui, et al.
Published: (2026)
Faster Parameter-Efficient Tuning with Token Redundancy Reduction
by: Kim, Kwonyoung, et al.
Published: (2025)
by: Kim, Kwonyoung, et al.
Published: (2025)
Temporal Reversal Regularization for Spiking Neural Networks: Hybrid Spatio-Temporal Invariance for Generalization
by: Zuo, Lin, et al.
Published: (2024)
by: Zuo, Lin, et al.
Published: (2024)
Learning Coordinate-based Convolutional Kernels for Continuous SE(3) Equivariant and Efficient Point Cloud Analysis
by: Kim, Jaein, et al.
Published: (2026)
by: Kim, Jaein, et al.
Published: (2026)
DDiT: Dynamic Patch Scheduling for Efficient Diffusion Transformers
by: Kim, Dahye, et al.
Published: (2026)
by: Kim, Dahye, et al.
Published: (2026)
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction
by: Li, Ruochen, et al.
Published: (2025)
by: Li, Ruochen, et al.
Published: (2025)
DMTrack: Spatio-Temporal Multimodal Tracking via Dual-Adapter
by: Li, Weihong, et al.
Published: (2025)
by: Li, Weihong, et al.
Published: (2025)
Spatio-Temporal Context Prompting for Zero-Shot Action Detection
by: Huang, Wei-Jhe, et al.
Published: (2024)
by: Huang, Wei-Jhe, et al.
Published: (2024)
DDNet: Deformable Convolution and Dense FPN for Surface Defect Detection in Recycled Books
by: Yu, Jun, et al.
Published: (2024)
by: Yu, Jun, et al.
Published: (2024)
Similar Items
-
CNN-based Multi-In-Multi-Out Model for Efficient Spatiotemporal Prediction
by: Jin, Hyeonseok
Published: (2026) -
Social-IWSTCNN: A Social Interaction-Weighted Spatio-Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios
by: Zhang, Chi, et al.
Published: (2021) -
Multi-Scale Spatio-Temporal Graph Convolutional Network for Facial Expression Spotting
by: Deng, Yicheng, et al.
Published: (2024) -
Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting
by: Ruan, Weilin, et al.
Published: (2024) -
Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting
by: Medina, Edgar, et al.
Published: (2024)