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

profile appears in the code Syntology harvested for 89 papers, as 34 distinct code bodies found in 89 places (a place is one code body under one paper). At least one of them ran in 16 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 profile 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 4 of the 34 distinct code bodies named profile; 30 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

4ran

30unverified

0fingerprinted

Licence is a property of each copy, so it is counted per place: 28 of the 89 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

89 papers shown of 89, newest first; 89 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 4 papers added by Syntology; 4 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
Randomized Advantage Transformation (RAT): Computing Natural Policy Gradients via Direct Backpropagation added by Syntology	2026-05 (from id)	agent-lab/ICML2026-RAT/utils/logger.py `a416e2085fe90df5`	unverified	MIT (permissive)
Diffusion Model-Based Data Augmentation for Enhanced Neuron Segmentation added by Syntology	2026-01 (from id)	HeadLiuYun/NeuroDiff/diffusion_model/logger.py `0c6607473a4c4c55`	unverified	no licence file found · pointer only
Label-Efficient Hyperspectral Image Classification via Spectral FiLM Modulation of Low-Level Pretrained Diffusion Features added by Syntology	2025-12 (from id)	openai/guided-diffusion/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Enhancing Diffusion Model Guidance through Calibration and Regularization added by Syntology	2025-11 (from id)	ajavid34/guided-info-diffusion/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	no licence file found · pointer only
Physics Informed Distillation for Diffusion Models	13 Nov 2024	pantheon5100/pid_diffusion/cm/logger.py `0ee9606f5fea937d`	unverified	MIT (permissive)
PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices	29 Oct 2024	mkang315/pk-yolo/models/yolo.py `8811fb26fca1e77e`	unverified	GPL-3.0 (copyleft) · pointer only
Deconstructing equivariant representations in molecular systems	10 Oct 2024	IntelLabs/EquiTriton/src/equitriton/benchmark.py `f7ce9aca98450801`	ran	Apache-2.0 (permissive)
Inverse Problems with Diffusion Models: A MAP Estimation Perspective	27 Jul 2024	guthasaibharathchandra/MAP-GA/cm/logger.py `0c6607473a4c4c55`	unverified	no licence file found · pointer only
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems	23 Jul 2024	mlvlab/davi/cm/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Self-Guided Generation of Minority Samples Using Diffusion Models	16 Jul 2024	soobin-um/sg-minority/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
ECLIPSE: Expunging Clean-label Indiscriminate Poisons via Sparse Diffusion Purification	21 Jun 2024	cgcl-codes/eclipse/improved_diff_utils/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Diffusion Rejection Sampling	28 May 2024	aailabkaist/DiffRS/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	Apache-2.0 (permissive)
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models	27 May 2024	yuanzhi-zhu/DiffPIR/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Out-of-Distribution Detection with a Single Unconditional Diffusion Model	20 May 2024	clear-nus/diffpath/improved_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
DiffAM: Diffusion-based Adversarial Makeup Transfer for Facial Privacy Protection	16 May 2024	HansSunY/DiffAM/models/improved_ddpm/logger.py `956759c272bea487`	unverified	no licence file found · pointer only
Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models	27 Apr 2024	akomand/causaldiffae/improved_diffusion/logger.py `0c6607473a4c4c55`	unverified	no licence file found · pointer only
Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching	27 Mar 2024	jchemseddine/conditional_wasserstein_distances/utils/logger.py `0c6607473a4c4c55`	unverified	no licence file found · pointer only
Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance	26 Mar 2024	KU-CVLAB/Perturbed-Attention-Guidance/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
SemCity: Semantic Scene Generation with Triplane Diffusion	12 Mar 2024	zoomin-lee/semcity/diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
FrameQuant: Flexible Low-Bit Quantization for Transformers	10 Mar 2024	vsingh-group/framequant/packbit/kernel.py `7e27a0f1e3ced11b`	ran	no licence file found · pointer only
A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data	26 Feb 2024	pcsl-epfl/forward-backward-diffusion/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion	22 Feb 2024	meowuu7/geneoh-diffusion/diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Bridging State and History Representations: Understanding Self-Predictive RL	17 Jan 2024	twni2016/self-predictive-rl/minigrid_code/logger.py `09f2ec0dd993bee2`	ran	no licence file found · pointer only
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation	21 Dec 2023	nina-weng/fastdime_med/models/logger.py `0c6607473a4c4c55`	unverified	no licence file found · pointer only
Multi-scale Reconstruction of Turbulent Rotating Flows with Generative Diffusion Models	2023-12 (from id)	smartturb/repaint-turb/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
The Generalization Gap in Offline Reinforcement Learning	10 Dec 2023	facebookresearch/gen_dgrl/webShop/baseline_models/logger.py `98948fae5be7e92e`	ran	licence not identified · pointer only
DiffiT: Diffusion Vision Transformers for Image Generation	4 Dec 2023	nvlabs/diffit/diffit/logger.py `7065e4d5f1f47817`	unverified	licence not identified · pointer only
Do text-free diffusion models learn discriminative visual representations?	29 Nov 2023	soumik-kanad/diffssl/guided_diffusion/logger.py `79d5420720b77480`	unverified	MIT (permissive)
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts	24 Oct 2023	dili-lab/scandl/scandl/utils/logger.py `474a3911f75068af`	unverified	no licence file found · pointer only
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution	1 Sep 2023	claroche-r/fastdiffusionem/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	no licence file found · pointer only
DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models	15 Aug 2023	cure-lab/DiffGuard/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	no licence file found · pointer only
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry	24 Jul 2023	enkeejunior1/Diffusion-Pullback/src/models/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	Apache-2.0 (permissive)
Synthetic Lagrangian Turbulence by Generative Diffusion Models	17 Jul 2023	smartturb/diffusion-lagr/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Self-regulating Prompts: Foundational Model Adaptation without Forgetting	13 Jul 2023	asif-hanif/vafa/trainer.py `8d28994182c6f301`	unverified	MIT (permissive)
Referring Camouflaged Object Detection	13 Jun 2023	zhangxuying1004/refcod/utils/attri_tools/num_ops_params/count_info.py `65343c875e6ccbf2`	unverified	MIT (permissive)
Intellectual Property Protection of Diffusion Models via the Watermark Diffusion Process	6 Jun 2023	senp98/wdm/wdm/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions	4 Jun 2023	younghuman/llmagent/webshop/baseline_models/logger.py `98948fae5be7e92e`	ran	Apache-2.0 (permissive)
Image generation with shortest path diffusion	1 Jun 2023	mtkresearch/shortest-path-diffusion/guided_diffusion/logger.py `8b1cfcd982d60968`	unverified	Apache-2.0 (permissive)
Denoising Diffusion Models for Plug-and-Play Image Restoration	15 May 2023	yuanzhi-zhu/diffpir/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning	25 Apr 2023	thu-ml/cep-energy-guided-diffusion/images/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels	15 Mar 2023	crosszamirski/guided-i2i/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	Apache-2.0 (permissive)
Consistency Models	2 Mar 2023	openai/consistency_models/cm/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Cooperative Open-ended Learning Framework for Zero-shot Coordination	9 Feb 2023	PKU-Alignment/ProAgent/lib/stable-baselines/stable_baselines/logger.py `2cc8a7e3737ea737`	unverified	MIT (permissive)
Sample Dropout: A Simple yet Effective Variance Reduction Technique in Deep Policy Optimization	5 Feb 2023	linzichuan/sdpo/baselines/logger.py `91a934c3d796a9d4`	unverified	MIT recorded; this copy not marked cleared · pointer only
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration	30 Jan 2023	sony/gibbsddrm/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer	19 Jan 2023	wujunde/medsegdiff/guided_diffusion/logger.py `17e660f0e95b0309`	unverified	MIT (permissive)
PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination	16 Jan 2023	LxzGordon/pecan_human_AI_coordination/overcookedgym/human_aware_rl/baselines/baselines/logger.py `8455885a0d199802`	unverified	MIT (permissive)
MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation	19 Dec 2022	researchmm/mm-diffusion/mm_diffusion/logger.py `34e10ba640d1b6cf`	unverified	MIT (permissive)
Empowering Diffusion Models on the Embedding Space for Text Generation	19 Dec 2022	zhjgao/difformer/improved_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model	1 Dec 2022	ipc-lab/deepjscc-diffusion/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
SinDiffusion: Learning a Diffusion Model from a Single Natural Image	22 Nov 2022	weilunwang/sindiffusion/guided_diffusion/logger.py `37d879dc84ff188e`	unverified	Apache-2.0 (permissive)
Improving Sample Quality of Diffusion Models Using Self-Attention Guidance	3 Oct 2022	KU-CVLAB/Self-Attention-Guidance/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT recorded; this copy not marked cleared · pointer only
AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using Denoising Diffusion Probabilistic Models	24 Aug 2022	nithin-gk/at-ddpm/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	Apache-2.0 (permissive)
Semantic Image Synthesis via Diffusion Models	30 Jun 2022	marinadominguez/diffusion-for-us-images/semantic_diffusion_model/guided_diffusion/logger.py `4207797329fb941e`	unverified	MIT (permissive)
(Certified!!) Adversarial Robustness for Free!	21 Jun 2022	ethz-privsec/diffusion_denoised_smoothing/imagenet/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Diffusion Models for Video Prediction and Infilling	15 Jun 2022	Tobi-r9/RaMViD/diffusion_openai/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Task-Agnostic Continual Reinforcement Learning: Gaining Insights and Overcoming Challenges	28 May 2022	amazon-research/replay-based-recurrent-rl/code/oailibs/logger.py `98948fae5be7e92e`	ran	Apache-2.0 (permissive)
Accelerating Diffusion Models via Early Stop of the Diffusion Process	25 May 2022	zhaoyanglyu/early_stopped_ddpm/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT recorded; this copy not marked cleared · pointer only
Diffusion Models for Counterfactual Explanations	29 Mar 2022	guillaumejs2403/DiME/core/logger.py `501595e0bcbace60`	unverified	MIT (permissive)
Diffusion Models for Medical Anomaly Detection	8 Mar 2022	JuliaWolleb/diffusion-anomaly/guided_diffusion/logger.py `17e660f0e95b0309`	unverified	MIT (permissive)
Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features	2 Feb 2022	ucsc-real/est-t-mi/utils/logger.py `98948fae5be7e92e`	ran	MIT (permissive)
Diffusion Models for Implicit Image Segmentation Ensembles	6 Dec 2021	marrlab/dispr/guided_diffusion/logger.py `17e660f0e95b0309`	unverified	Apache-2.0 (permissive)
Blended Diffusion for Text-driven Editing of Natural Images	29 Nov 2021	omriav/blended-diffusion/guided_diffusion/guided_diffusion/logger.py `0c6607473a4c4c55`	unverified	MIT (permissive)
Few-shot Image Generation with Mixup-based Distance Learning	23 Nov 2021	rowerliu/adbd/guided_diffusion/logger.py `9abc5b6cb067441b`	unverified	MIT (permissive)
Multi-Agent Trust Region Policy Optimization	15 Oct 2020	hepengli/matrpo/matrpo/common/logger.py `7bf2cc4ded16fad8`	unverified	MIT (permissive)
Denoising Diffusion Implicit Models	6 Oct 2020	dan8991/Image-coding-perceptual-enhancement-with-diffusion-models/improved_diffusion/logger.py `a44b129e592dde0c`	unverified	MIT (permissive)
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference	6 Oct 2020	sanghyun-hong/deepsloth/profiler.py `dbcc2e5aa63869de`	unverified	MIT (permissive)
Phasic Policy Gradient	9 Sep 2020	openai/phasic-policy-gradient/phasic_policy_gradient/logger.py `ca2c1a746094ca28`	unverified	MIT (permissive)
PC-PG: Policy Cover Directed Exploration for Provable Policy Gradient Learning	16 Jul 2020	mbhenaff/pcpg/baselines/logger.py `91a934c3d796a9d4`	unverified	MIT (permissive)
Accuracy Prediction with Non-neural Model for Neural Architecture Search	9 Jul 2020	renqianluo/GBDT-NAS/imagenet/measure.py `b67a23c671fb776b`	unverified	MIT (permissive)
NeuroCard: One Cardinality Estimator for All Tables	15 Jun 2020	neurocard/neurocard/neurocard/estimators.py `9523f843e8a3e38c`	unverified	Apache-2.0 (permissive)
How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds	12 Jun 2020	rajammanabrolu/Q-BERT/qbert/logger.py `98948fae5be7e92e`	ran	MIT (permissive)
Dual Policy Distillation	7 Jun 2020	kiminh/dual-policy-distillation/baselines/logger.py `98948fae5be7e92e`	ran	MIT recorded; this copy not marked cleared · pointer only
Curious Hierarchical Actor-Critic Reinforcement Learning	7 May 2020	knowledgetechnologyuhh/goal_conditioned_RL_baselines/baselines/logger.py `98948fae5be7e92e`	ran	MIT recorded; this copy not marked cleared · pointer only
Sparse Regression at Scale: Branch-and-Bound rooted in First-Order Optimization	13 Apr 2020	rahulmaz/L0BnB/profiler.py `7359de55f733ea7b`	unverified	MIT (permissive)
Influence-Based Multi-Agent Exploration	12 Oct 2019	TonghanWang/EITI-EDTI/baselines/logger.py `8455885a0d199802`	unverified	MIT recorded; this copy not marked cleared · pointer only
Interactive Fiction Games: A Colossal Adventure	11 Sep 2019	microsoft/tdqn/tdqn/logger.py `98948fae5be7e92e`	ran	MIT (permissive)
Deep Reinforcement Learning for Industrial Insertion Tasks with Visual Inputs and Natural Rewards	13 Jun 2019	mizolotu/SmartExcavator/baselines/logger.py `91a934c3d796a9d4`	unverified	MIT recorded; this copy not marked cleared · pointer only
Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation	16 May 2019	RuohanW/RED/baselines/logger.py `037ccb99c52a2dc1`	unverified	MIT recorded; this copy not marked cleared · pointer only
Dimension-Wise Importance Sampling Weight Clipping for Sample-Efficient Reinforcement Learning	7 May 2019	seungyulhan/disc/baselines/logger.py `98948fae5be7e92e`	ran	MIT recorded; this copy not marked cleared · pointer only
Deep Reinforcement Learning using Genetic Algorithm for Parameter Optimization	19 Feb 2019	aralab-unr/ReinforcementLearningWithGA/baselines/logger.py `98948fae5be7e92e`	ran	MIT recorded; this copy not marked cleared · pointer only
RUDDER: Return Decomposition for Delayed Rewards	20 Jun 2018	ml-jku/baselines-rudder/baselines/logger.py `98948fae5be7e92e`	ran	MIT recorded; this copy not marked cleared · pointer only
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation	7 Jun 2018	bowenliu16/rl_graph_generation/rl-baselines/baselines/logger.py `98948fae5be7e92e`	ran	BSD-3-Clause (permissive)
On Learning Intrinsic Rewards for Policy Gradient Methods	17 Apr 2018	Hwhitetooth/lirpg/baselines/logger.py `98948fae5be7e92e`	ran	MIT recorded; this copy not marked cleared · pointer only
Learning to reinforcement learn	17 Nov 2016	gomerudo/openai-baselines/baselines/logger.py `8455885a0d199802`	unverified	MIT recorded; this copy not marked cleared · pointer only
arXiv:aaai_28418		KidsWithTokens/MedSegDiff/guided_diffusion/logger.py `17e660f0e95b0309`	unverified	MIT (permissive)
arXiv:Liu_DOLCE_A_Model-Based_Probabilistic_Diffusion_Framework_for_Limited-Angle_CT_Reconstruction_ICCV_2023_paper		wustl-cig/DOLCE/guided_diffusion/logger.py `51e2ab3532923621`	unverified	MIT (permissive)
arXiv:2021.emnlp-main.417		clips/pattern/pattern/metrics.py `7088469b02e7c1ba`	unverified	BSD-3-Clause (permissive)
arXiv:136710691		SYVAE/MetaGF/profiler.py `dbcc2e5aa63869de`	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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