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window_unpartition

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

window_unpartition appears in the code Syntology harvested for 56 papers, as 14 distinct code bodies found in 57 places (a place is one code body under one paper). At least one of them ran in 29 of the papers; 0 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 window_unpartition 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 12 of the 14 distinct code bodies named window_unpartition; 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
8ran · fixture could not drive it
4ran
2unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 16 of the 57 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

56 papers shown of 56, newest first; 57 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 3 papers added by Syntology; 3 papers have no page here and are shown by arXiv id only. 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 4b5b594905f49c0e ran · fixture could not drive it MIT (permissive)
PanoSAMic: Panoramic Image Segmentation from SAM Feature Encoding and Dual View Fusion added by Syntology 2026-01 (from id) dfki-av/PanoSAMic/panosamic/model/image_encoder.py 4a4a052fc804f633 unverified licence not identified · pointer only
Boosting Overlapping Organoid Instance Segmentation Using Pseudo-Label Unmixing and Synthesis-Assisted Learning added by Syntology 2026-01 (from id) yatengLG/ISAT_with_segment_anything/ISAT/segment_any/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified licence not identified · pointer only
Perception Encoder: The best visual embeddings are not at the output of the network 17 Apr 2025 facebookresearch/perception_models/apps/detection/DETA_pe/models/utils_d2.py 535942f820542fb9 ran Apache-2.0 (permissive)
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance 17 Apr 2025 LeapLabTHU/EchoWorld/finetune/models/lvm_med.py 50f37d517e2be27f ran · fixture could not drive it no licence file found · pointer only
Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation 21 Mar 2025 MQinghe/SynFoC/code/sam_lora_image_encoder.py 83950b8c1bd42da3 ran · fixture could not drive it Apache-2.0 (permissive)
SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement 10 Feb 2025 linyq2117/samrefiner/SAMRefiner_plus/segment-anything/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified MIT (permissive)
PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation 12 Jan 2025 PRIS-CV/PGP-SAM/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified Apache-2.0 (permissive)
Text4Seg: Reimagining Image Segmentation as Text Generation 13 Oct 2024 mc-lan/Text4Seg/ms-swift/text4seg/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified no licence file found · pointer only
Revisit Anything: Visual Place Recognition via Image Segment Retrieval 26 Sep 2024 anyloc/revisit-anything/sam/segment_anything/modeling/image_encoder.py 50f37d517e2be27f ran · fixture could not drive it BSD-3-Clause (permissive)
Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning 16 Aug 2024 wwzhuang01/math-puma/models/deepseek_math/sam.py 7bca1adaded75dc9 ran · fixture could not drive it GPL-3.0 (copyleft) · pointer only
An Efficient and Effective Transformer Decoder-Based Framework for Multi-Task Visual Grounding 2 Aug 2024 chenwei746/eevg/models/visual_model/ViTDet.py 535942f820542fb9 ran no licence file found · pointer only
Medical SAM 2: Segment medical images as video via Segment Anything Model 2 1 Aug 2024 medicinetoken/medical-sam2/sam2_train/modeling/backbones/utils.py 4c236e8990640f4e ran Apache-2.0 (permissive)
Improving Representation of High-frequency Components for Medical Visual Foundation Models 19 Jul 2024 Arturia-Pendragon-Iris/Frepa/model.py 5ddb841ad5ed28ee ran MIT (permissive)
Reprogramming Distillation for Medical Foundation Models 9 Jul 2024 MediaBrain-SJTU/RD/network/lvm.py 50f37d517e2be27f ran · fixture could not drive it no licence file found · pointer only
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs 24 Jun 2024 cambrian-mllm/cambrian/cambrian/model/multimodal_encoder/sam/encoder.py 7bca1adaded75dc9 ran · fixture could not drive it Apache-2.0 (permissive)
Details Make a Difference: Object State-Sensitive Neurorobotic Task Planning 14 Jun 2024 xiao-wen-sun/ossa/grit/grit/modeling/backbone/utils.py 535942f820542fb9 ran Apache-2.0 (permissive)
RobustSAM: Segment Anything Robustly on Degraded Images 13 Jun 2024 robustsam/RobustSAM/robust_segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified MIT (permissive)
Open-Set Domain Adaptation for Semantic Segmentation 30 May 2024 KHU-AGI/BUS/MobileSam/mobile_sam/modeling/image_encoder.py 27be441cc8213e52 unverified no licence file found · pointer only
Instruction-Guided Visual Masking 30 May 2024 2toinf/ivm/model/IVM.py 3ade8cb3a2133a3f ran · fixture could not drive it Apache-2.0 (permissive)
Instruction-Guided Visual Masking 30 May 2024 2toinf/IVM/model/sam_components/image_encoder.py 27be441cc8213e52 unverified Apache-2.0 (permissive)
Focus Anywhere for Fine-grained Multi-page Document Understanding 23 May 2024 Ucas-HaoranWei/Vary/Vary-master/vary/model/vision_encoder/sam.py 27be441cc8213e52 unverified no licence file found · pointer only
MAS-SAM: Segment Any Marine Animal with Aggregated Features 24 Apr 2024 Drchip61/MAS-SAM/MAS-SAM/sam_lora_image_encoder.py 23bd2b62a8e69216 ran · fixture could not drive it no licence file found · pointer only
Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation 9 Apr 2024 aleemsidra/SaLIP/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified MIT (permissive)
Unsegment Anything by Simulating Deformation 3 Apr 2024 jiahaolu97/anything-unsegmentable/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified no licence file found · pointer only
DeepSeek-VL: Towards Real-World Vision-Language Understanding 8 Mar 2024 deepseek-ai/deepseek-vl/deepseek_vl/models/sam.py 7bca1adaded75dc9 ran · fixture could not drive it MIT (permissive)
Ray Denoising: Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection 6 Feb 2024 liewfeng/beam/projects/mmdet3d_plugin/models/backbones/eva_vit.py 4c236e8990640f4e ran no licence file found · pointer only
PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation 23 Jan 2024 xzz2/pa-sam/segment_anything_training/modeling/image_encoder.py 50f37d517e2be27f ran · fixture could not drive it no licence file found · pointer only
RAP-SAM: Towards Real-Time All-Purpose Segment Anything 18 Jan 2024 xushilin1/RAP-SAM/ext/sam/image_encoder.py 27be441cc8213e52 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 8b718d9dd8a95fb2 ran · fixture could not drive it no licence file found · pointer only
Segment Any Events via Weighted Adaptation of Pivotal Tokens 24 Dec 2023 happychenpipi/eventsam/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified MIT (permissive)
TinySAM: Pushing the Envelope for Efficient Segment Anything Model 21 Dec 2023 xinghaochen/tinysam/tinysam/modeling/image_encoder.py 27be441cc8213e52 unverified Apache-2.0 (permissive)
MobileSAMv2: Faster Segment Anything to Everything 15 Dec 2023 chaoningzhang/mobilesam/mobile_sam/modeling/image_encoder.py 27be441cc8213e52 unverified Apache-2.0 (permissive)
SegVol: Universal and Interactive Volumetric Medical Image Segmentation 22 Nov 2023 BAAI-DCAI/SegVol/segment_anything_volumetric/modeling/image_encoder.py 27be441cc8213e52 unverified MIT (permissive)
SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks 20 Nov 2023 OpenGVLab/SAM-Med2D/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified Apache-2.0 (permissive)
SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images 23 Oct 2023 uni-medical/sam-med3d/segment_anything/modeling/image_encoder.py 28e31974913a3064 ran Apache-2.0 (permissive)
MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation 16 Sep 2023 cchen-cc/ma-sam/MA-SAM/sam_fact_tt_image_encoder.py 50f37d517e2be27f ran · fixture could not drive it Apache-2.0 (permissive)
Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto Prompting 13 Sep 2023 xianlin7/samus/models/segment_anything_samus/modeling/image_encoder.py 27be441cc8213e52 unverified MIT (permissive)
SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation 17 Aug 2023 wenxi-yue/surgicalsam/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified MIT (permissive)
Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation 15 Aug 2023 peteryyzhang/few-shot-self-prompt-sam/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified no licence file found · pointer only
CNOS: A Strong Baseline for CAD-based Novel Object Segmentation 20 Jul 2023 nv-nguyen/cnos/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified MIT (permissive)
RepViT: Revisiting Mobile CNN From ViT Perspective 18 Jul 2023 THU-MIG/RepViT/sam/repvit_sam/modeling/image_encoder.py 27be441cc8213e52 unverified Apache-2.0 (permissive)
SAMAug: Point Prompt Augmentation for Segment Anything Model 3 Jul 2023 yhydhx/samaug/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified Apache-2.0 (permissive)
Ladder Fine-tuning approach for SAM integrating complementary network 22 Jun 2023 11yxk/sam-lst/segment_anything/modeling_CNN/image_encoder.py 50f37d517e2be27f ran · fixture could not drive it MIT (permissive)
Matting Anything 8 Jun 2023 shi-labs/matting-anything/segment-anything/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified MIT (permissive)
Matte Anything: Interactive Natural Image Matting with Segment Anything Models 7 Jun 2023 hustvl/matte-anything/modeling/backbone/utils.py 535942f820542fb9 ran MIT (permissive)
Segment Any Anomaly without Training via Hybrid Prompt Regularization 18 May 2023 caoyunkang/segment-any-anomaly/SAM/segment_anything/modeling/image_encoder.py 50f37d517e2be27f ran · fixture could not drive it MIT (permissive)
An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems 2 May 2023 weixuansun/wsss_sam/segment_anything/segment_anything/modeling/image_encoder.py 50f37d517e2be27f ran · fixture could not drive it MIT (permissive)
Customized Segment Anything Model for Medical Image Segmentation 26 Apr 2023 hitachinsk/samed/SAMed_h/segment_anything/modeling/image_encoder.py 50f37d517e2be27f ran · fixture could not drive it MIT (permissive)
Segment Anything in Medical Images 24 Apr 2023 bowang-lab/medsam/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified Apache-2.0 (permissive)
Inpaint Anything: Segment Anything Meets Image Inpainting 13 Apr 2023 geekyutao/inpaint-anything/segment_anything/segment_anything/modeling/image_encoder.py 50f37d517e2be27f ran · fixture could not drive it Apache-2.0 (permissive)
Segment Anything 5 Apr 2023 computational-cell-analytics/medico-sam/medico_sam/models/sam_med2d/image_encoder.py 27be441cc8213e52 unverified MIT (permissive)
GRiT: A Generative Region-to-text Transformer for Object Understanding 1 Dec 2022 JialianW/GRiT/grit/modeling/backbone/utils.py 535942f820542fb9 ran MIT recorded; this copy not marked cleared · pointer only
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 rami0205/ngramswin/my_model/swinirng.py dc64476d17bf2ca6 ran · fixture could not drive it Apache-2.0 (permissive)
arXiv:aaai_28514 wenxi-yue/SurgicalSAM/segment_anything/modeling/image_encoder.py 27be441cc8213e52 unverified MIT (permissive)
arXiv:aaai_28465 OpenGVLab/MUTR/models/convmae.py 535942f820542fb9 ran MIT (permissive)
arXiv:Deng_MemSAM_Taming_Segment_Anything_Model_for_Echocardiography_Video_Segmentation_CVPR_2024_paper dengxl0520/MemSAM/models/segment_anything_memsam/modeling/image_encoder.py 27be441cc8213e52 unverified 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".

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