We lifted 4 functions out of this paper's own repositories and ran 3 of them in a sandbox. "Ran" means the function executed on a synthesized input and returned a value. It is not a reproduction of the paper's results.
| Repository | Role | Ran |
|---|---|---|
| facebookresearch/video-nonlocal-net | canonical | 1 of 1 |
| seominseok0429/inception-I3D-NON-LOCAL | extension | 2 of 3 |
| Function | Status | Where it lives |
|---|---|---|
| get_padding_shape | Ran | seominseok0429/inception-I3D-NON-LOCAL/i3d/i3dpt_non.py pointer only (licence: NONE) · get_code("45cc344e60f640a1") |
| read_groundtruth | Ran | facebookresearch/video-nonlocal-net/tools/test_net_video.py pointer only (licence: NOASSERTION) · get_code("f61d75ad7f5d915a") |
| simplify_padding | Ran | seominseok0429/inception-I3D-NON-LOCAL/i3d/i3dpt_non.py pointer only (licence: NONE) · get_code("81ec17604dc709cc") |
| get_conv_params | Not yet run | seominseok0429/inception-I3D-NON-LOCAL/i3d/i3dpt_non.py pointer only (licence: NONE) · get_code("c89b9f09dd807489") |
More are linked than shown here.
Some links come from the archived Papers with Code dataset (CC BY-SA 4.0): attribution and licence.
Both convolutional and recurrent operations are building blocks that process one local neighborhood at a time. In this paper, we present non-local operations as a generic family of building blocks for capturing long-range dependencies. Inspired by the classical non-local means method in computer vision, our non-local operation computes the response at a position as a weighted sum of the features at all positions. This building block can be plugged into many computer vision architectures. On the task of video classification, even without any bells and whistles, our non-local models can compete or outperform current competition winners on both Kinetics and Charades datasets. In static image recognition, our non-local models improve object detection/segmentation and pose estimation on the COCO suite of tasks. Code is available at https://github.com/facebookresearch/video-nonlocal-net .
The same record, over MCP at https://syntology.ai/mcp:
get_harvested_code_for_paper("1711.07971")
get_code_for_paper("1711.07971")
have("1711.07971")
Connect an agent — have() is free.