Methods › Computer Vision › RoI Feature Extractors › Deformable RoI Pooling

Deformable RoI Pooling

4 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.

Deformable RoI Pooling adds an offset to each bin position in the regular bin partition of the RoI Pooling. Similarly, the offsets are learned from the preceding feature maps and the RoIs, enabling adaptive part localization for objects with different shapes.

Paper Source

Papers archive 2025-07-28

4 shown of 4, 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.

Spatiotemporal Event Graphs for Dynamic Scene Understanding
11 Dec 2023 · 0 repositories · arXiv:2312.07621
Spatiotemporal Deformable Scene Graphs for Complex Activity Detection
16 Apr 2021 · 0 repositories · arXiv:2104.08194
Deformable ConvNets v2: More Deformable, Better Results
27 Nov 2018 · 26 repositories · arXiv:1811.11168

Syntology ran 2 of 13 samples · 11 unverified · 2 pointer-only (licence)
Deformable Convolutional Networks
17 Mar 2017 · 38 repositories · arXiv:1703.06211

Syntology ran 3 of 9 samples · 6 unverified · 3 pointer-only (licence)

Tasks archive 2025-07-28

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

Task	Papers
Action Detection	2
Activity Detection	2
Autonomous Driving	2
Object Detection	2
Semantic Segmentation	2
Activity Recognition	1
Continual Learning	1
Decision Making	1
Event Detection	1
Graph Neural Network	1
Instance Segmentation	1
Object	1
Scene Understanding	1
Vessel Detection	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (4 dated). Bars are counts, not a trend claim.

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

RoI Feature Extractors

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