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postprocess

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

postprocess appears in the code Syntology harvested for 70 papers, as 54 distinct code bodies found in 70 places (a place is one code body under one paper). At least one of them ran in 32 of the papers; 10 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 postprocess 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 23 of the 54 distinct code bodies named postprocess; 31 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract

0ran · violated contract

10ran · our draft was wrong

3ran · fixture could not drive it

8ran

31unverified

10fingerprinted

Licence is a property of each copy, so it is counted per place: 19 of the 70 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

70 papers shown of 70, newest first; 70 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 5 papers added by Syntology; 10 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.

Paper	Date	File	Status Syntology	Licence
Are Finer Citations Always Better? Rethinking Granularity for Attributed Generation added by Syntology	2026-04 (from id)	JHU-CLSP/citation-granularity/predict.py `6ca42ed16d83c5d8`	unverified	no licence file found · pointer only
Low-Dimensional Adaptation of Rectified Flow: A Diffusion and Stochastic Localization Perspective added by Syntology	2026-01 (from id)	roysaptaumich/Low-dim-RF/real_data/utils.py `643e229256ef78bc`	unverified	no licence file found · pointer only
Anatomy Aware Cascade Network: Bridging Epistemic Uncertainty and Geometric Manifold for 3D Tooth Segmentation added by Syntology	2026-01 (from id)	shiliu0114/AACNet/inference_script.py `f6304cb6115ef1a8`	unverified	Apache-2.0 (permissive)
Can SAEs reveal and mitigate racial biases of LLMs in healthcare? added by Syntology	2025-11 (from id)	hibaahsan/sae_bias/src/steer_bhcs.py `262f357f428c5b4e`	ran · our draft was wrong fingerprinted	no licence file found · pointer only
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models added by Syntology	2025-09 (from id)	zjukg/RTQA/MultiTQ/RecursiveSolver/question_answering.py `4efe4ca839aad915`	ran · our draft was wrong	no licence file found · pointer only
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling	20 May 2025	Songjw133/JOLT-SQL/test_suite_sql_eval/parse.py `58e472cff9780d63`	ran fingerprinted	Apache-2.0 (permissive)
Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction	12 Feb 2025	GMago-LeWay/FewShotGEC/generate.py `07b276811116091c`	unverified	MIT (permissive)
Variational Control for Guidance in Diffusion Models	6 Feb 2025	czi-ai/oc-guidance/algos/ndtm.py `3464de9ecaec7ab8`	ran · honoured contract fingerprinted	MIT (permissive)
DisPose: Disentangling Pose Guidance for Controllable Human Image Animation	12 Dec 2024	lihxxx/DisPose/mimicmotion/dwpose/onnxpose.py `bb3bf2f13b8a3eb5`	unverified	no licence file found · pointer only
SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models	9 Nov 2024	jinghan1he/SEEKR/evaluations/eval_Py150.py `b906535413fece94`	unverified	Apache-2.0 (permissive)
SelfCodeAlign: Self-Alignment for Code Generation	31 Oct 2024	bigcode-project/selfcodealign/evaluation/ds_1000.py `1173d57fe1b4d158`	ran · our draft was wrong fingerprinted	Apache-2.0 (permissive)
TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation	31 Oct 2024	MooreThreads/Moore-AnimateAnyone/src/dwpose/onnxpose.py `bb3bf2f13b8a3eb5`	unverified	Apache-2.0 (permissive)
On the Wasserstein Convergence and Straightness of Rectified Flow	19 Oct 2024	bansal-vansh/rectified-flow/real-data/utils.py `643e229256ef78bc`	unverified	no licence file found · pointer only
MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL	15 Aug 2024	LancelotXWX/MAG-SQL/evaluation/parse.py `58e472cff9780d63`	ran fingerprinted	MIT (permissive)
Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models	17 Jul 2024	BorealisAI/llm-pddl-planning/src/utils.py `7f4aac451242dc1d`	ran fingerprinted	GPL-3.0 (copyleft) · pointer only
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration	26 Jun 2024	kangliao929/noise-da/core/util.py `4fd0e47deee01d3d`	ran	licence not identified · pointer only
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs	18 Jun 2024	dakingrai/ood-generalization-semantic-boundary-techniques/evaluations/src/parse.py `58e472cff9780d63`	ran fingerprinted	MIT (permissive)
Continual Learning of Large Language Models: A Comprehensive Survey	25 Apr 2024	beyonderxx/trace/evaluations/eval_Py150.py `b906535413fece94`	unverified	Apache-2.0 (permissive)
XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts	23 Apr 2024	ise-uiuc/xft/experiments/ds_1000.py `1173d57fe1b4d158`	ran · our draft was wrong fingerprinted	Apache-2.0 (permissive)
InternLM2 Technical Report	26 Mar 2024	internlm/internlm/chat/web_demo.py `96c1c3ca13336c25`	ran · our draft was wrong	Apache-2.0 (permissive)
Embodied LLM Agents Learn to Cooperate in Organized Teams	19 Mar 2024	tobeatraceur/Organized-LLM-Agents/envs/cwah/LLM/llm_wrapper.py `f32267487297f3a3`	ran fingerprinted	no licence file found · pointer only
Multi-scale Reconstruction of Turbulent Rotating Flows with Generative Diffusion Models	2023-12 (from id)	smartturb/palette-turb/core/util.py `1037e66345303a97`	ran	MIT (permissive)
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training	7 Nov 2023	thu-coai/bpo/src/training/data_utils.py `b629ae49b12e3de3`	ran fingerprinted	Apache-2.0 (permissive)
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought	26 Oct 2023	x-lance/text2sql-gpt/eval/parse.py `58e472cff9780d63`	ran fingerprinted	no licence file found · pointer only
BianQue: Balancing the Questioning and Suggestion Ability of Health LLMs with Multi-turn Health Conversations Polished by ChatGPT	24 Oct 2023	scutcyr/bianque/bianque_v1_app.py `e9f178752e5d6e80`	ran fingerprinted	no licence file found · pointer only
Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models	11 Oct 2023	ryliu68/CDMA/core/util.py `1037e66345303a97`	ran	MIT (permissive)
Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena	9 Oct 2023	jiangjiechen/auction-arena/app_modules/overwrites.py `f7cad181905c754b`	unverified	Apache-2.0 (permissive)
GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction	18 Aug 2023	sycny/gigamae/teacher.py `77b7b6ea81a4291f`	unverified	no licence file found · pointer only
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images	8 Aug 2023	xavierjiezou/diffcr/core/util.py `323b38636782c5cc`	ran	no licence file found · pointer only
Effective Whole-body Pose Estimation with Two-stages Distillation	29 Jul 2023	idea-research/dwpose/ControlNet-v1-1-nightly/annotator/dwpose/onnxpose.py `bb3bf2f13b8a3eb5`	unverified	Apache-2.0 (permissive)
R-LPIPS: An Adversarially Robust Perceptual Similarity Metric	27 Jul 2023	saraghazanfari/r-lpips/util/byol_augmentation.py `14cab6547eefa04c`	unverified	BSD-2-Clause (permissive)
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care	4 Jul 2023	Meetyou-AI-Lab/CARE-MI/care-mi/qg.py `55566ef834f141a5`	unverified	Apache-2.0 (permissive)
What Makes for Good Visual Tokenizers for Large Language Models?	20 May 2023	tencentarc/gvt/gvt/gvt/modules/modeling_gvt.py `964b3213cde3d592`	unverified	Apache-2.0 (permissive)
Sigmoid Loss for Language Image Pre-Training	27 Mar 2023	merveenoyan/siglip/clip_siglip.py `3586d486792b020d`	unverified	Apache-2.0 (permissive)
LEVER: Learning to Verify Language-to-Code Generation with Execution	16 Feb 2023	niansong1996/lever/execution/parse.py `58e472cff9780d63`	ran fingerprinted	MIT (permissive)
SemPPL: Predicting pseudo-labels for better contrastive representations	12 Jan 2023	google-deepmind/semppl/utils/augmentations.py `c14a511164946e31`	unverified	Apache-2.0 (permissive)
DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation	18 Nov 2022	xlang-ai/ds-1000/test_ds1000.py `419f6710aa5bff88`	ran · our draft was wrong fingerprinted	CC-BY-SA-4.0 (copyleft) · pointer only
Detecting Rotated Objects as Gaussian Distributions and Its 3-D Generalization	22 Sep 2022	zhanggefan/mmdet3d-gaussian/mmdet3d_gaussian/models/losses/gaussian_distance_loss.py `6de2e60dbfc87a9c`	ran · fixture could not drive it	no licence file found · pointer only
What Matters for 3D Scene Flow Network	19 Jul 2022	IRMVLab/3DFlow/cmd_args.py `fd8ada46834f05aa`	unverified	MIT (permissive)
BoT-SORT: Robust Associations Multi-Pedestrian Tracking	29 Jun 2022	niraharon/bot-sort/fast_reid/fast_reid_interfece.py `967fd53d2da42e11`	unverified	MIT (permissive)
Fast Vision Transformers with HiLo Attention	26 May 2022	zhuang-group/lit/classification/code_for_lit_s_m_b/mm_modules/utils.py `9b8d355984e33a51`	unverified	Apache-2.0 (permissive)
Diffusion Models for Adversarial Purification	16 May 2022	chail/gan-ensembling/networks/domain_classifier.py `6774ed80906f2f42`	unverified	MIT (permissive)
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?	13 Jan 2022	google-deepmind/relicv2/utils/augmentations.py `c14a511164946e31`	unverified	Apache-2.0 (permissive)
3D-aware Image Synthesis via Learning Structural and Textural Representations	20 Dec 2021	genforce/volumegan/render.py `8433d41d418789f1`	ran · fixture could not drive it	licence not identified · pointer only
A Shared Representation for Photorealistic Driving Simulators	9 Dec 2021	vita-epfl/semdisc/utils.py `7b824a35ea6deb12`	unverified	AGPL-3.0 (copyleft) · pointer only
Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning	25 Oct 2021	kibeomKim/GACE-GDAN/GACE_GDAN/agent.py `5f451cdfc6e5e92b`	ran · our draft was wrong fingerprinted	MIT (permissive)
XOR QA: Cross-lingual Open-Retrieval Question Answering	22 Oct 2020	mia-workshop/mia-shared-task-2022/baseline/mGEN/align_wikidata.py `b66ea54438617d6c`	unverified	MIT (permissive)
3D Bird Reconstruction: a Dataset, Model, and Shape Recovery from a Single View	13 Aug 2020	marcbadger/avian-mesh/keypoint_detection/load_detector.py `137c8dc2709a10b0`	unverified	MIT (permissive)
Airfoil Design Parameterization and Optimization using Bézier Generative Adversarial Networks	21 Jun 2020	IDEALLab/bezier-gan/beziergan/gan.py `70977ba4dff31c12`	unverified	MIT (permissive)
AdaLAM: Revisiting Handcrafted Outlier Detection	7 Jun 2020	gujingxiao/BaiduStar2020-Traffic-Sign-Detection-And-Pair-Competition-Solution/PaddleClas/traffic_class_infer.py `9e2a7fd85f0594c2`	unverified	Apache-2.0 (permissive)
YOLOv4: Optimal Speed and Accuracy of Object Detection	23 Apr 2020	xiuyu0000/tutorials/bert/src/CRF.py `7d22532798144bbb`	unverified	Apache-2.0 (permissive)
MLPerf Inference Benchmark	6 Nov 2019	mlcommons/inference/lon/network_SUT.py `f5c0874dcb5d50cd`	unverified	Apache-2.0 (permissive)
Deep Equilibrium Models	3 Sep 2019	locuslab/impsq/scripts/train_2d_image.py `81a8d0038b2d548a`	ran · our draft was wrong	no licence file found · pointer only
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders	3 Apr 2019	iesl/diora/pytorch/diora/scripts/parse.py `97a72c5a047620b9`	ran · our draft was wrong	Apache-2.0 (permissive)
Spectral Normalization for Generative Adversarial Networks	16 Feb 2018	karoly-hars/GAN_image_colorizing/datasets.py `128a565cc437a6cb`	unverified	MIT (permissive)
Get To The Point: Summarization with Pointer-Generator Networks	14 Apr 2017	jiminsun/pointer-generator/models/model.py `dbadcb9734ed8a55`	ran · our draft was wrong	Apache-2.0 (permissive)
Interpretable Explanations of Black Boxes by Meaningful Perturbation	11 Apr 2017	ajsanjoaquin/mPerturb/perturb.py `3d7b081f5fd132b2`	ran · our draft was wrong	MIT (permissive)
A Neural Algorithm of Artistic Style	26 Aug 2015	shizuo-kaji/StyleTransfer/train_gogh.py `6d4c33c57b4f7f69`	ran · honoured contract	MIT (permissive)
You Only Look Once: Unified, Real-Time Object Detection	8 Jun 2015	thtrieu/darkflow/darkflow/net/yolo/predict.py `0fd1d4ddad6d4965`	ran · fixture could not drive it	GPL-3.0 (copyleft) · pointer only
Learning Face Representation from Scratch	28 Nov 2014	laoreja/face-identity-transformer/cmd_args.py `5cc44c56b0112111`	unverified	Apache-2.0 (permissive)
arXiv:aaai_28471		ymzis69/HybridSORT/fast_reid/fast_reid_interfece.py `967fd53d2da42e11`	unverified	MIT (permissive)
arXiv:aaai_28199		YoferChen/FedST/core/util.py `1037e66345303a97`	ran	Apache-2.0 (permissive)
arXiv:aaai_25158		transvcl/TransVCL/transvcl/utils/boxes.py `8c4b1f699dc71097`	unverified	MIT (permissive)
arXiv:aaai_20099		zip-group/LIT/classification/code_for_lit_s_m_b/mm_modules/utils.py `9b8d355984e33a51`	unverified	Apache-2.0 (permissive)
arXiv:Xu_Rethinking_Boundary_Discontinuity_Problem_for_Oriented_Object_Detection_CVPR_2024_paper		hangxu-cv/cvpr24acm/utils/Gaussian_focal_loss.py `561a35444adf0510`	unverified	Apache-2.0 (permissive)
arXiv:2025.emnlp-main.178		jieshi10/orm-sql/benchmark/test-suite-sql-eval/parse.py `58e472cff9780d63`	ran fingerprinted	MIT (permissive)
arXiv:2024.findings-naacl.227		raghavlite/SumCSE/vicuna_inference_transformation.py `a690f2887b99165e`	unverified	MIT (permissive)
arXiv:2024.findings-emnlp.504		Re-Align/URIAL/src/legacy/adapt_utils.py `f3aee0ed0da4c633`	unverified	Apache-2.0 (permissive)
arXiv:2024.acl-long.176		thu-coai/BPO/src/training/data_utils.py `b629ae49b12e3de3`	ran fingerprinted	Apache-2.0 (permissive)
arXiv:2023.findings-emnlp.835		THU-KEG/ProbTree/src/2wiki/RoHT/question_answering.py `55dc4436d1c1069f`	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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