deformable convolution

67 papers

Explore in graph

Also known as

DCN

Co-occurring keywords

convolutional neural network (4216) object detection (2759) attention mechanism (3975) optical flow (560) image restoration (1515) semantic segmentation (3179) depth estimation (1540) video super-resolution (114) motion estimation (399) autonomous driving (1142)

Papers

Meta-YOLO: Metadata-Guided Real-Time Object Detector in Aerial Imagery WACV 2026

A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition CVPR 2025

Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation AAAI 2025

Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement AAAI 2025

A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts CVPR 2025

IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification CVPR 2025

EVOLVE: Event-Guided Deformable Feature Transfer and Dual-Memory Refinement for Low-Light Video Object Segmentation ICCV 2025

Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation WACV 2024

FRED: Towards a Full Rotation-Equivariance in Aerial Image Object Detection AAAI 2024

Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications CVPR 2024

Exploring DCN-like architecture for fast image generation with arbitrary resolution NIPS 2024

Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations CVPR 2024

Density-Based Flow Mask Integration via Deformable Convolution for Video People Flux Estimation WACV 2024

Enhancing Model Generalization of Cervical Fluid-Based Cell Detection through Causal Feature Extraction:A Novel Method ACML 2023

DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction AAAI 2023

InternImage: Exploring Large-Scale Vision Foundation Models With Deformable Convolutions CVPR 2023

Human-Inspired Facial Sketch Synthesis with Dynamic Adaptation ICCV 2023

Joint Video Rolling Shutter Correction and Super-Resolution WACV 2023

DAMO-StreamNet: Optimizing Streaming Perception in Autonomous Driving IJCAI 2023

DCPB: Deformable Convolution Based on the Poincare Ball for Top-view Fisheye Cameras ICCV 2023

DINN360: Deformable Invertible Neural Network for Latitude-Aware 360deg Image Rescaling CVPR 2023

Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo CVPR 2023

DEFORMER: Coupling Deformed Localized Patterns with Global Context for Robust End-to-end Speech Recognition INTERSPEECH 2022

FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition AAAI 2022

Rethinking Efficient Lane Detection via Curve Modeling CVPR 2022