Home › Code › nested_tensor_from_tensor_list

nested_tensor_from_tensor_list

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

nested_tensor_from_tensor_list appears in the code Syntology harvested for 60 papers, as 40 distinct code bodies found in 67 places (a place is one code body under one paper). At least one of them ran in 32 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 nested_tensor_from_tensor_list 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 36 of the 40 distinct code bodies named nested_tensor_from_tensor_list; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
29ran · our draft was wrong
0ran · fixture could not drive it
7ran
4unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 20 of the 67 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

60 papers shown of 60, newest first; 67 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; 6 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
YesTrack: Referring Multi-Object Tracking via MLLM-based Yes/No Verification added by Syntology 2026-09 (from id) ggbondrighthere24/YesTrack/utils/nested_tensor.py 50736ecf379fe65b unverified MIT (permissive)
Prior-Guided DETR for Ultrasound Nodule Detection added by Syntology 2026-01 (from id) wjj1wjj/Ultrasound-DETR/models/dn_dab_deformable_detr/dab_deformable_detr.py 966e78e3ec193e43 ran · our draft was wrong Apache-2.0 (permissive)
Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation added by Syntology 2025-08 (from id) JiahuaDong/HVPL/hvpl/utils/misc.py 58cc9ff3bf75e753 unverified Apache-2.0 (permissive)
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation 17 Jul 2025 HuangShiqi128/SCORE/score/utils/misc.py 58cc9ff3bf75e753 unverified Apache-2.0 (permissive)
Disentangling Instance and Scene Contexts for 3D Semantic Scene Completion 11 Jul 2025 Enyu-Liu/DISC/maskdino/models/misc.py 58cc9ff3bf75e753 unverified no licence file found · pointer only
Super-class guided Transformer for Zero-Shot Attribute Classification 10 Jan 2025 mlvlab/SugaFormer/models/sugaformer.py 04ce9f512c0dcb96 ran · our draft was wrong no licence file found · pointer only
A Simple Image Segmentation Framework via In-Context Examples 7 Oct 2024 aim-uofa/SINE/sine/utils/misc.py 58cc9ff3bf75e753 unverified no licence file found · pointer only
Part2Object: Hierarchical Unsupervised 3D Instance Segmentation 14 Jul 2024 chengshiest/part2object/models/misc.py 58cc9ff3bf75e753 unverified MIT (permissive)
SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding 3 Jul 2024 WeitaiKang/SegVG/models/SegVG.py a7b239b27e836fef ran · our draft was wrong no licence file found · pointer only
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation 2 Jun 2024 hvision-nku/cascade-clip/models/losses/misc.py 58cc9ff3bf75e753 unverified MIT (permissive)
Bridging the Gap Between End-to-End and Two-Step Text Spotting 6 Apr 2024 mxin262/estextspotter/models/ests/ests.py 6309c6cf50423938 ran · our draft was wrong no licence file found · pointer only
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation 21 Mar 2024 cubeyoung/OTSeg/models/losses/misc.py 58cc9ff3bf75e753 unverified no licence file found · pointer only
PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck 8 Mar 2024 anguyen8/peeb/src/owlvit_cls.py d3faa0ed46f2e436 ran MIT (permissive)
PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck 8 Mar 2024 anguyen8/peeb/src/owlvit_inference.py e54dd17857816dda ran MIT (permissive)
PEM: Prototype-based Efficient MaskFormer for Image Segmentation 29 Feb 2024 niccolocavagnero/pem/pem/utils/misc.py 58cc9ff3bf75e753 unverified no licence file found · pointer only
Semi-supervised Open-World Object Detection 25 Feb 2024 sahalshajim/SS-OWFormer/models/deformable_detr.py c4caba3541d8390f ran · our draft was wrong no licence file found · pointer only
Supervised Fine-tuning in turn Improves Visual Foundation Models 18 Jan 2024 tencentarc/visft/mmf/models/visft/misc.py e8c3f53b24248086 ran Apache-2.0 (permissive)
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation 11 Dec 2023 rkzheng99/TMT-VIS/tmt/utils/misc.py 58cc9ff3bf75e753 unverified no licence file found · pointer only
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection 28 Nov 2023 easonxiao-888/uvcom/uvcom/misc_ddp.py afb6efd87349dd80 ran MIT (permissive)
SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation 27 Nov 2023 xb534/sed/sed/utils/misc.py 58cc9ff3bf75e753 unverified Apache-2.0 (permissive)
3D Indoor Instance Segmentation in an Open-World 25 Sep 2023 aminebdj/3D-OWIS/models/misc.py 58cc9ff3bf75e753 unverified MIT (permissive)
CATR: Combinatorial-Dependence Audio-Queried Transformer for Audio-Visual Video Segmentation 18 Sep 2023 aspirinone/catr.github.io/CATR/misc.py afb6efd87349dd80 ran no licence file found · pointer only
Point-Query Quadtree for Crowd Counting, Localization, and More 26 Aug 2023 cxliu0/PET/models/pet.py 59c5d55512e01869 ran · our draft was wrong MIT (permissive)
LATR: 3D Lane Detection from Monocular Images with Transformer 8 Aug 2023 JMoonr/LATR/models/sparse_inst_loss.py e0e4b133a453e3c3 ran MIT (permissive)
Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation 2 Aug 2023 zbwxp/Dynamic-Token-Pruning/mmseg_custom/loss/misc.py 58cc9ff3bf75e753 unverified BSD-2-Clause (permissive)
Symphonize 3D Semantic Scene Completion with Contextual Instance Queries 27 Jun 2023 hustvl/symphonies/maskdino/models/misc.py 58cc9ff3bf75e753 unverified MIT (permissive)
GRES: Generalized Referring Expression Segmentation 1 Jun 2023 henghuiding/ReLA/gres_model/utils/misc.py 58cc9ff3bf75e753 unverified MIT (permissive)
Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection 25 Mar 2023 akhtarvision/bpc_calibration/models/deformable_detr.py 07a415e6bef6b5cf ran · our draft was wrong MIT (permissive)
MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging Videos 25 Mar 2023 MinghanLi/MDQE_CVPR2023/mdqe/models/mdqe.py 2f3dddf6597f2f3c ran · our draft was wrong no licence file found · pointer only
CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching 23 Mar 2023 tgxs002/CORA/models/fast_detr.py 6c586ce97f1675d6 ran · our draft was wrong Apache-2.0 (permissive)
CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation 21 Mar 2023 KU-CVLAB/CAT-Seg/cat_seg/utils/misc.py 58cc9ff3bf75e753 unverified MIT (permissive)
FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation 15 Mar 2023 junjiehe96/fastinst/fastinst/utils/misc.py 58cc9ff3bf75e753 unverified MIT (permissive)
Referring Multi-Object Tracking 6 Mar 2023 wudongming97/rmot/models/transrmot.py 003345262cfce83d ran · our draft was wrong licence not identified · pointer only
SPTS v2: Single-Point Scene Text Spotting 4 Jan 2023 bytedance/sptsv2/util/misc_sptsv2.py 5adadb63e05f89b9 unverified Apache-2.0 (permissive)
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation 7 Dec 2022 ZiqinZhou66/ZegCLIP/models/losses/misc.py 58cc9ff3bf75e753 unverified MIT (permissive)
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation 6 Oct 2022 jonasschult/mask3d/models/misc.py 58cc9ff3bf75e753 unverified MIT (permissive)
ECO-TR: Efficient Correspondences Finding Via Coarse-to-Fine Refinement 25 Sep 2022 dltan7/ECO-TR/src/models/ecotr_modules/misc.py 764b0c92414d2fed unverified Apache-2.0 (permissive)
Video Mask Transfiner for High-Quality Video Instance Segmentation 28 Jul 2022 SysCV/vmt/models/segmentation.py 27463d5407d3dddf ran Apache-2.0 (permissive)
Towards Hard-Positive Query Mining for DETR-based Human-Object Interaction Detection 12 Jul 2022 MuchHair/HQM/models/Hard_Sample/HQM/hoi_HQM.py f5602847693d22a5 ran · our draft was wrong no licence file found · pointer only
Detecting and Recovering Sequential DeepFake Manipulation 5 Jul 2022 rshaojimmy/seqdeepfake/models/SeqFakeFormer.py c45de9291f504b90 ran · our draft was wrong no licence file found · pointer only
VITA: Video Instance Segmentation via Object Token Association 9 Jun 2022 sukjunhwang/vita/vita/utils/misc.py 58cc9ff3bf75e753 unverified Apache-2.0 (permissive)
Text Spotting Transformers 5 Apr 2022 mlpc-ucsd/TESTR/adet/modeling/testr/models.py 874889b24390cf77 ran · our draft was wrong Apache-2.0 (permissive)
Collaborative Transformers for Grounded Situation Recognition 30 Mar 2022 towhee-io/towhee/towhee/models/coformer/coformer.py 32db9196c8ba7a26 ran · our draft was wrong Apache-2.0 (permissive)
Collaborative Transformers for Grounded Situation Recognition 30 Mar 2022 jhcho99/CoFormer/models/coformer.py ab1a441fc7e324ad ran · our draft was wrong Apache-2.0 (permissive)
Sparse Instance Activation for Real-Time Instance Segmentation 24 Mar 2022 hustvl/sparseinst/sparseinst/utils.py 764b0c92414d2fed unverified MIT (permissive)
Open-Vocabulary DETR with Conditional Matching 22 Mar 2022 yuhangzang/OV-DETR/ovdetr/models/model.py 57b6cc60d20c5e85 ran · our draft was wrong no licence file found · pointer only
Towards Data-Efficient Detection Transformers 17 Mar 2022 encounter1997/de-conddetr/models/conditional_detr.py 4c8b2d763e2923a0 ran · our draft was wrong Apache-2.0 (permissive)
Towards Data-Efficient Detection Transformers 17 Mar 2022 encounter1997/DE-DETRs/models/detr.py 1bf01bde72e96783 ran · our draft was wrong Apache-2.0 (permissive)
Accelerating DETR Convergence via Semantic-Aligned Matching 14 Mar 2022 ZhangGongjie/SAM-DETR/models/fast_detr.py 9277ea2a21aca6f8 ran · our draft was wrong MIT (permissive)
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR 28 Jan 2022 helq2612/biadt/models/dn_dab_deformable_detr/dab_deformable_detr.py 6442da4f34dd152c ran · our draft was wrong Apache-2.0 (permissive)
End-to-End Referring Video Object Segmentation with Multimodal Transformers 29 Nov 2021 mttr2021/MTTR/misc.py afb6efd87349dd80 ran Apache-2.0 (permissive)
Pix2seq: A Language Modeling Framework for Object Detection 22 Sep 2021 volgachen/Pix2Seq_Pytorch/playground/pix2seq/pix2seq.py 8542cf00e1274bb3 ran · our draft was wrong no licence file found · pointer only
Pix2seq: A Language Modeling Framework for Object Detection 22 Sep 2021 gaopengcuhk/Pretrained-Pix2Seq/playground/pix2seq/pix2seq.py 9b0e434afd6ba1bb ran no licence file found · pointer only
Mining the Benefits of Two-stage and One-stage HOI Detection 11 Aug 2021 YueLiao/CDN/models/hoi.py 384f0509d5ccd8b9 ran · our draft was wrong Apache-2.0 (permissive)
Learning Multi-Scene Absolute Pose Regression with Transformers 21 Mar 2021 yolish/c2f-ms-transformer/models/transposenet/C2FEMSTransPoseNet.py a78bbd4466ce14cd ran · our draft was wrong no licence file found · pointer only
Deformable DETR: Deformable Transformers for End-to-End Object Detection 8 Oct 2020 dianzl/sodformer/models/deformable_detr.py a51cb66e9b8cd2fd ran · our draft was wrong no licence file found · pointer only
Deformable DETR: Deformable Transformers for End-to-End Object Detection 8 Oct 2020 duongnv0499/Explain-Deformable-DETR/models/deformable_detr.py 9691821ac0f2a520 ran · our draft was wrong Apache-2.0 (permissive)
Deformable DETR: Deformable Transformers for End-to-End Object Detection 8 Oct 2020 YC-Lai/Sequential-DDETR/models/deformable_detr.py ded2ab6086dcbd94 ran · our draft was wrong Apache-2.0 (permissive)
Deformable DETR: Deformable Transformers for End-to-End Object Detection 8 Oct 2020 zhechen/deformable-detr-rego/models/deformable_detr.py fe880b26b1a8908a ran · our draft was wrong Apache-2.0 (permissive)
End-to-End Object Detection with Transformers 26 May 2020 Li-ai-cell/Interpretation_DETR/models/deformable_detr.py 58a69a8a71330322 ran · our draft was wrong Apache-2.0 (permissive)
SGDR: Stochastic Gradient Descent with Warm Restarts 13 Aug 2016 buptlwz/mabp/gres_model/utils/misc.py 58cc9ff3bf75e753 unverified MIT (permissive)
arXiv:Zhu_SkySense-O_Towards_Open-World_Remote_Sensing_Interpretation_with_Vision-Centric_Visual-Language_Modeling_CVPR_2025_paper zqcrafts/SkySense-O/skysense_o/utils/misc.py 58cc9ff3bf75e753 unverified Apache-2.0 (permissive)
arXiv:Zhang_FreePoint_Unsupervised_Point_Cloud_Instance_Segmentation_CVPR_2024_paper zzk273/FreePoint/models/misc.py 58cc9ff3bf75e753 unverified MIT (permissive)
arXiv:Xie_SED_A_Simple_Encoder-Decoder_for_Open-Vocabulary_Semantic_Segmentation_CVPR_2024_paper xb534/SED/sed/utils/misc.py 58cc9ff3bf75e753 unverified Apache-2.0 (permissive)
arXiv:Xiao_Bridging_the_Gap_A_Unified_Video_Comprehension_Framework_for_Moment_CVPR_2024_paper EasonXiao-888/UVCOM/uvcom/misc_ddp.py afb6efd87349dd80 ran MIT (permissive)
arXiv:Nguyen_Region-Level_Data_Attribution_for_Text-to-Image_Generative_Models_ICCV_2025_paper AIoT-Lab-BKAI/AR-Detector/models/GroundingDINO/groundingdino.py 89899c07bc9d38f9 ran · our draft was wrong no licence file found · pointer only
arXiv:Heo_A_Generalized_Framework_for_Video_Instance_Segmentation_CVPR_2023_paper miranheo/GenVIS/genvis/utils/misc.py 58cc9ff3bf75e753 unverified Apache-2.0 (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