Methods › Computer Vision › Convolutions › Deformable Convolution

Deformable Convolution

152 papers tagged archive 2025-07-28

Introduced by Jifeng Dai et al. in Deformable Convolutional Networks

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 152, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• MobileHolo: A Lightweight Complex-Valued Deformable CNN for High-Quality Computer-Generated Hologram
  17 Jun 2025 · 0 repositories · arXiv:2506.14542
• Detection of Underwater Multi-Targets Based on Self-Supervised Learning and Deformable Path Aggregation Feature Pyramid Network
  21 May 2025 · 0 repositories · arXiv:2505.15518
• DPN-GAN: Inducing Periodic Activations in Generative Adversarial Networks for High-Fidelity Audio Synthesis
  14 May 2025 · 0 repositories · arXiv:2505.09091
• An Appearance Defect Detection Method for Cigarettes Based on C-CenterNet
  10 Feb 2025 · 0 repositories · arXiv:2502.06119
• Low Resource Video Super-resolution using Memory and Residual Deformable Convolutions
  3 Feb 2025 · 0 repositories · arXiv:2502.01816
• DSTIGCN: Deformable Spatial-Temporal Interaction Graph Convolution Network for Pedestrian Trajectory Prediction
  16 Jan 2025 · 1 repository
• A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts
  1 Jan 2025 · 1 repository
• Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
  18 Dec 2024 · 1 repository · arXiv:2412.13716
  Syntology ran 2 of 4 samples · 2 unverified · 2 pointer-only (licence)
• Towards 3D Semantic Scene Completion for Autonomous Driving: A Meta-Learning Framework Empowered by Deformable Large-Kernel Attention and Mamba Model
  6 Nov 2024 · 0 repositories · arXiv:2411.03672
• FlowDCN: Exploring DCN-like Architectures for Fast Image Generation with Arbitrary Resolution
  30 Oct 2024 · 0 repositories · arXiv:2410.22655
• KaLDeX: Kalman Filter based Linear Deformable Cross Attention for Retina Vessel Segmentation
  28 Oct 2024 · 1 repository · arXiv:2410.21160
• Mixture of Scale Experts for Alignment-free RGBT Video Object Detection and A Unified Benchmark
  16 Oct 2024 · 0 repositories · arXiv:2410.12143
• Optimizing Medical Image Segmentation with Advanced Decoder Design
  5 Oct 2024 · 1 repository · arXiv:2410.04128
• HRVMamba: High-Resolution Visual State Space Model for Dense Prediction
  4 Oct 2024 · 0 repositories · arXiv:2410.03174
• GMT: Enhancing Generalizable Neural Rendering via Geometry-Driven Multi-Reference Texture Transfer
  1 Oct 2024 · 1 repository · arXiv:2410.00672
• BurstM: Deep Burst Multi-scale SR using Fourier Space with Optical Flow
  21 Sep 2024 · 1 repository · arXiv:2409.15384
• KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation
  19 Sep 2024 · 0 repositories · arXiv:2410.02808
• DDNet: Deformable Convolution and Dense FPN for Surface Defect Detection in Recycled Books
  8 Sep 2024 · 0 repositories · arXiv:2409.04958
• MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering
  21 Aug 2024 · 0 repositories · arXiv:2408.11464
• U-DECN: End-to-End Underwater Object Detection ConvNet with Improved DeNoising Training
  11 Aug 2024 · 1 repository · arXiv:2408.05780
• Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye Images in Autonomous Driving
  23 Jul 2024 · 0 repositories · arXiv:2407.16647
• SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation
  14 Jul 2024 · 0 repositories · arXiv:2407.10157
• Deformable Feature Alignment and Refinement for Moving Infrared Dim-small Target Detection
  10 Jul 2024 · 0 repositories · arXiv:2407.07289
• Edge-guided and Cross-scale Feature Fusion Network for Efficient Multi-contrast MRI Super-Resolution
  7 Jul 2024 · 1 repository · arXiv:2407.05307
• SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation
  19 Jun 2024 · 1 repository · arXiv:2406.13532
• Coarse-Fine Spectral-Aware Deformable Convolution For Hyperspectral Image Reconstruction
  18 Jun 2024 · 0 repositories · arXiv:2406.12703
• DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer
  12 Jun 2024 · 1 repository
• Adaptive Convolutional Forecasting Network Based on Time Series Feature-Driven
  20 May 2024 · 0 repositories · arXiv:2405.12038
• A New Multi-Picture Architecture for Learned Video Deinterlacing and Demosaicing with Parallel Deformable Convolution and Self-Attention Blocks
  19 Apr 2024 · 1 repository · arXiv:2404.13018
• YOLC: You Only Look Clusters for Tiny Object Detection in Aerial Images
  9 Apr 2024 · 1 repository · arXiv:2404.06180

Tasks archive 2025-07-28

20 shown of 163 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections