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bipartite_soft_matching

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

bipartite_soft_matching appears in the code Syntology harvested for 14 papers, as 11 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 11 of the papers; 2 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 bipartite_soft_matching 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 8 of the 11 distinct code bodies named bipartite_soft_matching; 3 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
5ran · fixture could not drive it
3ran
3unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 14 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

14 papers shown of 14, newest first; 14 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 2 papers added by Syntology; 1 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
UDT: Reconciling U-Nets and Diffusion Transformers with Data-Adaptive Token Reduction added by Syntology 2026-08 (from id) JN-Yun/UDT/models/UDT.py 64e4c00ba026c8e5 ran · fixture could not drive it fingerprinted no licence file found · pointer only
LiveStar: Live Streaming Assistant for Real-World Online Video Understanding added by Syntology 2025-11 (from id) yzy-bupt/LiveStar/inference/modeling_livestar_chat.py 7b4b78698a6dbdeb unverified no licence file found · pointer only
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers 13 Dec 2024 movinghoon/dtem/dtem/dtem.py a7408ebd9837b099 ran · fixture could not drive it no licence file found · pointer only
Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion 15 Sep 2024 aiot-mlsys-lab/famba-v/fambav/token_merge.py 424049f15b90678d ran · fixture could not drive it no licence file found · pointer only
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval 2 Sep 2024 LunarShen/TempMe/tvr/models/module_tome_patch.py c8bfd649bf334138 ran · fixture could not drive it fingerprinted MIT (permissive)
MovieChat+: Question-aware Sparse Memory for Long Video Question Answering 26 Apr 2024 rese1f/MovieChat/MovieChat/models/eva_vit_with_tome.py 54a7a818ecf43861 ran BSD-3-Clause (permissive)
Leveraging Temporal Contextualization for Video Action Recognition 15 Apr 2024 naver-ai/tc-clip/clip/transformer_blocks_tc.py 84cccfdd563db842 ran · fixture could not drive it licence not identified · pointer only
Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers 15 Mar 2024 mlvlab/MCTF/utils/mctf.py 58a3d8aacef250bc unverified MIT (permissive)
PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient Task Adaptation 14 Mar 2024 thu-mig/pyra/model/adaptive_merge.py b6129d06b30c292b ran MIT (permissive)
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding 29 Oct 2023 renshuhuai-andy/testa/testa/merge.py 87f39a589f593732 ran MIT (permissive)
PPT: Token Pruning and Pooling for Efficient Vision Transformers 3 Oct 2023 xjwu1024/PPT/merge.py 424049f15b90678d ran · fixture could not drive it Apache-2.0 (permissive)
Learned Thresholds Token Merging and Pruning for Vision Transformers 20 Jul 2023 mxbonn/ltmp/ltmp/token_merging.py 424049f15b90678d ran · fixture could not drive it no licence file found · pointer only
Token Merging: Your ViT But Faster 17 Oct 2022 facebookresearch/tome/tome/merge.py 424049f15b90678d ran · fixture could not drive it licence not identified · pointer only
arXiv:Zhang_Beyond_Training_Dynamic_Token_Merging_for_Zero-Shot_Video_Understanding_ICCV_2025_paper Jam1ezhang/DYTO/dyto/llava/model/merge.py 4c4f5297423e8810 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