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MLPBlock

Syntologyentry name in harvested coderead from the graph 2026-09-24

MLPBlock appears in the code Syntology harvested for 17 papers, as 18 distinct code bodies found in 18 places (a place is one code body under one paper). At least one of them ran in 15 of the papers; 8 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named MLPBlock do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 16 of the 18 distinct code bodies named MLPBlock; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
16ran
2unverified
8fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 18 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

17 papers shown of 17, newest first; 18 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Temporal-Emerged Prompting for Segment Anything in Multiframe Infrared Small Target Detection added by Syntology 2026-06 (from id) cdh8285/TEP-SAM/models/sam_withToken.py 0ce1ec8f6e7b8a36 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance 17 Apr 2025 LeapLabTHU/EchoWorld/finetune/models/lvm_med.py c5eb872d53271c4a ran fingerprinted no licence file found · pointer only
EMPLACE: Self-Supervised Urban Scene Change Detection 22 Mar 2025 Timalph/EMPLACE/Rectangular_VIT.py 13e9419f8667b7f4 ran no licence file found · pointer only
Dynamic Dictionary Learning for Remote Sensing Image Segmentation 9 Mar 2025 XavierJiezou/D2LS/network/models/d2ls.py 79e97de4160f8c65 ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Hyperspherical Normalization for Scalable Deep Reinforcement Learning 21 Feb 2025 SonyResearch/simba/scale_rl/networks/layers.py 6b074234d267bb66 unverified Apache-2.0 (permissive)
Latent Action Learning Requires Supervision in the Presence of Distractors 1 Feb 2025 dunnolab/laom/src/nn.py 4efde63d825cc235 ran Apache-2.0 (permissive)
TTM-RE: Memory-Augmented Document-Level Relation Extraction 9 Jun 2024 chufangao/TTM-RE/ttm.py f96a7b8bf3905e35 ran MIT (permissive)
Instruction-Guided Visual Masking 30 May 2024 2toinf/ivm/model/IVM.py 1da9d87f536d9241 ran · metamorphic tier: deterministic fingerprinted Apache-2.0 (permissive)
Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding 27 Mar 2024 Cccccczh404/H-SAM/segment_anything/modeling/mask_decoder_224.py 51c9cfbbea25d855 ran fingerprinted MIT (permissive)
UniTS: A Unified Multi-Task Time Series Model 29 Feb 2024 mims-harvard/UniTS/models/UniTS.py 9707fb7077958a62 unverified MIT (permissive)
UV-SAM: Adapting Segment Anything Model for Urban Village Identification 16 Jan 2024 tsinghua-fib-lab/uv-sam/modules/sam/modeling/sam.py dfe0a067e00921c2 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks 7 Mar 2023 jierunchen/fasternet/models/fasternet.py 97b00ee0170cd9d6 ran · metamorphic tier: invariant no licence file found · pointer only
Audio-Visual Segmentation 11 Jul 2022 Sunjuhyeong/SAM_STBAVA/avs_scripts/avs_ms3/model/STBAVA.py 8fc9018dde66853b ran fingerprinted MIT (permissive)
Visual Prompt Tuning 23 Mar 2022 Yiming-M/CLIP-EBC/models/encoder/vit.py 8d3ecda0f4496893 ran · metamorphic tier: deterministic MIT (permissive)
Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models 21 Jun 2021 uantwerpm4s/pp_eupp/Transformer.py bbd2919773fe3e55 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
MLP-Mixer: An all-MLP Architecture for Vision 4 May 2021 isaaccorley/mlp-mixer-pytorch/mlp_mixer/mlp_mixer.py 31b7f77ee73cca11 ran · metamorphic tier: deterministic MIT (permissive)
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 pytorch/vision/torchvision/models/vision_transformer.py 7d66e8737fc5929b ran · metamorphic tier: deterministic BSD-3-Clause (permissive)
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 facebookresearch/ClassyVision/classy_vision/models/vision_transformer.py 1f856d799d8ef261 ran · metamorphic tier: deterministic MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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