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smooth

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

smooth appears in the code Syntology harvested for 61 papers, as 51 distinct code bodies found in 63 places (a place is one code body under one paper). At least one of them ran in 32 of the papers; 17 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 smooth 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 21 of the 51 distinct code bodies named smooth; 30 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
3ran · violated contract
1ran · our draft was wrong
7ran · fixture could not drive it
10ran
30unverified
17fingerprinted

Licence is a property of each copy, so it is counted per place: 17 of the 63 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

61 papers shown of 61, newest first; 63 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; 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
Look Ahead Before You Distill: Future Trajectory Validation of Teacher Guidance for Agentic On-Policy Distillation added by Syntology 2026-08 (from id) ChenChiShui/FutureBridge-OPD/analysis/monitor.py 419204f177e0e3b3 unverified Apache-2.0 (permissive)
Online Reasoning Calibration: Test-Time Training Enables Generalizable Conformal LLM Reasoning added by Syntology 2026-04 (from id) wzekai/ORCA/code/calibrate.py 7ca8a94ba75bdc59 ran · fixture could not drive it fingerprinted MIT (permissive)
Identifying Connectivity Distributions from Neural Dynamics Using Flows added by Syntology 2026-03 (from id) AllenInstitute/connector/utilities.py 602c623c49c07cb2 unverified Apache-2.0 (permissive)
LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation added by Syntology 2026-03 (from id) eiglerl/meta-judge/src/finetuning/plot_training_curves.py 85eb13a5e936ad11 unverified no licence file found · pointer only
PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning added by Syntology 2025-08 (from id) hggforget/PIGDreamer/plot/iqm.py 5c2b6fd3e4a4f7ec unverified no licence file found · pointer only
R3DM: Enabling Role Discovery and Diversity Through Dynamics Models in Multi-agent Reinforcement Learning 2025-05 (from id) utaustin-swarmlab/r3dm/plot.py 5a262db18b5be6a6 ran · fixture could not drive it no licence file found · pointer only
Adversarial Observations in Weather Forecasting 22 Apr 2025 mlsec-group/adversarial-observations/src/case_study_heat.py fc190c4b4787b426 unverified Apache-2.0 (permissive)
Adversarial Observations in Weather Forecasting 22 Apr 2025 mlsec-group/adversarial-observations/src/case_study_wind.py 5b311a8c66c662aa unverified Apache-2.0 (permissive)
Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models? 8 Mar 2025 quinn777/atomthink/src/llamafactory/extras/ploting.py 0b9f48a781766d05 ran fingerprinted MIT (permissive)
Implicit Search via Discrete Diffusion: A Study on Chess 27 Feb 2025 HKUNLP/DiffuSearch/src/llmtuner/extras/ploting.py 70c7f6d657ef0a9e ran fingerprinted Apache-2.0 (permissive)
A Large-scale Empirical Study on Fine-tuning Large Language Models for Unit Testing 2024-12 (from id) iSEngLab/LLM4UT_Empirical/Finetune_Script/decoder_ag_main.py 4bcd5408545e929d ran · violated contract fingerprinted no licence file found · pointer only
Cross-model Control: Improving Multiple Large Language Models in One-time Training 23 Oct 2024 wujwyi/CMC/llm_base/model_trainer.py ea6ca0d37a96f16c unverified no licence file found · pointer only
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning 18 Oct 2024 HKUNLP/diffusion-vs-ar/src/llmtuner/extras/ploting.py 70c7f6d657ef0a9e ran fingerprinted Apache-2.0 (permissive)
Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning 5 Oct 2024 liugangcode/Llamole/src/extras/ploting.py 0b9f48a781766d05 ran fingerprinted Apache-2.0 (permissive)
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection 1 Oct 2024 zqhang/PointAD/loss.py abedbe9b904a9780 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Cell Morphology-Guided Small Molecule Generation with GFlowNets 9 Aug 2024 thematrixmaster/omics-guided-gfn/vis/plotting.py db648b3524c8c8b4 unverified Apache-2.0 (permissive)
Flexible Tails for Normalizing Flows 22 Jun 2024 tennessee-wallaceh/tailnflows/tailnflows/plot_utils.py 4781c652e32fb68d ran fingerprinted no licence file found · pointer only
What Matters in Transformers? Not All Attention is Needed 22 Jun 2024 case-lab-umd/llm-drop/src/llmtuner/extras/ploting.py 70c7f6d657ef0a9e ran fingerprinted Apache-2.0 (permissive)
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning 1 Jun 2024 identical code first harvested elsewhere 97aa6390755cc0a7 ran · violated contract fingerprinted licence of this copy not recorded
Stabilizing Backpropagation Through Time to Learn Complex Physics 3 May 2024 tum-pbs/StableBPTT/CartPole/Plots/01/plot.py 1569ed10a35adc48 ran fingerprinted GPL-3.0 (copyleft) · pointer only
FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization 21 Apr 2024 casia-iva-lab/filo/utils/loss.py abedbe9b904a9780 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Chain-of-Interaction: Enhancing Large Language Models for Psychiatric Behavior Understanding by Dyadic Contexts 20 Mar 2024 trust-nlp/coi-psychotherapy/src/llmtuner/extras/ploting.py 70c7f6d657ef0a9e ran fingerprinted Apache-2.0 (permissive)
Monitored Markov Decision Processes 9 Feb 2024 amiithinks/mon_mdp_aamas24/src/plot_utils.py f204c1fa1ff5e8d0 ran fingerprinted MIT (permissive)
Zero-Shot Reinforcement Learning via Function Encoders 30 Jan 2024 tyler-ingebrand/functionencoderrl/MultiAgentRL/4.graph.py 119669ce786f3663 ran no licence file found · pointer only
Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning 2023-12 (from id) identical code first harvested elsewhere 30cf9bec8ce2ebf3 ran · fixture could not drive it licence of this copy not recorded
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection 29 Oct 2023 zqhang/AnomalyCLIP/loss.py abedbe9b904a9780 ran · fixture could not drive it fingerprinted MIT (permissive)
CBD: A Certified Backdoor Detector Based on Local Dominant Probability 26 Oct 2023 zhenxianglance/cbd/src/util.py 56e3916e09c1c302 ran no licence file found · pointer only
Saliency-Guided Hidden Associative Replay for Continual Learning 6 Oct 2023 baithebest/sharc/models/lwf.py bc5d184387cac930 ran fingerprinted no licence file found · pointer only
Delving into CLIP latent space for Video Anomaly Recognition 4 Oct 2023 luca-zanella-dvl/AnomalyCLIP/src/models/components/loss.py 820c038234b051f6 unverified no licence file found · pointer only
VidChapters-7M: Video Chapters at Scale 25 Sep 2023 antoyang/VidChapters/model/texttitling.py fb51a172ea598d60 unverified MIT (permissive)
KuaiSim: A Comprehensive Simulator for Recommender Systems 22 Sep 2023 applied-machine-learning-lab/kuaisim/code/plot_utils.py 3efa9e5a1e1802cd ran fingerprinted Apache-2.0 (permissive)
Model-based Offline Reinforcement Learning with Count-based Conservatism 21 Jul 2023 oh-lab/Count-MORL/plotter.py c49583da67f3a0bb ran fingerprinted MIT (permissive)
Balanced Energy Regularization Loss for Out-of-distribution Detection 18 Jun 2023 hyunjunChhoi/Balanced_Energy/segmentation/code/losses.py abedbe9b904a9780 ran · fixture could not drive it fingerprinted MIT (permissive)
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent 5 Jun 2023 raiden-zhu/icml-2023-dsgd-and-sam/plots/plot_cifar10_alexnet.py 2a1297ced81c35ca unverified MIT (permissive)
Generative Flow Network for Listwise Recommendation 4 Jun 2023 charliemat/gfn4rec/plot_utils.py 680ad28283743d53 unverified Apache-2.0 (permissive)
Global mapping of structures and properties of crystal materials 2023-02 (from id) usccolumbia/matglobalmapping/Generate_descriptor_features/models/xrd_feat.py bbe463cb1f1c6cc3 unverified MIT (permissive)
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach 23 Oct 2022 heshandevaka/Trade-Off-MOL/Toy-MNIST/plot.py 54c607299f10a773 unverified MIT (permissive)
Winning the Lottery Ahead of Time: Efficient Early Network Pruning 21 Jun 2022 johnrachwan123/Early-Cropression-via-Gradient-Flow-Preservation/NLP/src/data_utils.py 4a1d29b7aefa8023 unverified MIT (permissive)
Trading Positional Complexity vs. Deepness in Coordinate Networks 18 May 2022 osiriszjq/complex_encoding/utils.py 0477b5983b9122c0 unverified MIT (permissive)
A State-Distribution Matching Approach to Non-Episodic Reinforcement Learning 11 May 2022 architsharma97/medal/plot.py 4c19f7d40b0b481b unverified Apache-2.0 (permissive)
FedNest: Federated Bilevel, Minimax, and Compositional Optimization 4 May 2022 ucr-optml/FedNest/reproduce/fig2.py 2f9fd9845495d876 unverified MIT (permissive)
Continual Learning and Private Unlearning 24 Mar 2022 cranial-xix/continual-learning-private-unlearning/model/lwf.py bc5d184387cac930 ran fingerprinted MIT (permissive)
Faster Deep Reinforcement Learning with Slower Online Network 10 Dec 2021 amazon-research/fast-rl-with-slow-updates/extract_reward.py ef22b2a24e026064 unverified Apache-2.0 (permissive)
Conflict-Averse Gradient Descent for Multi-task Learning 26 Oct 2021 cranial-xix/cagrad/toy.py a2e28fcf25c3e96d ran · fixture could not drive it fingerprinted MIT (permissive)
Continual Semi-Supervised Learning through Contrastive Interpolation Consistency 14 Aug 2021 loribonna/cssl/models/lwf.py bc5d184387cac930 ran fingerprinted MIT (permissive)
Robust Training in High Dimensions via Block Coordinate Geometric Median Descent 16 Jun 2021 anishacharya/Optimization-Mavericks/plot_results.py 47b9776f710aa15d unverified MIT (permissive)
Adversarial Intrinsic Motivation for Reinforcement Learning 27 May 2021 iDurugkar/adversarial-intrinsic-motivation/utils/plot.py 7bebd2fb30fb4073 unverified MIT (permissive)
Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition 18 May 2021 cranial-xix/marl-copa/plot.py 6f4b2f464cb8de64 unverified MIT (permissive)
Tonic: A Deep Reinforcement Learning Library for Fast Prototyping and Benchmarking 15 Nov 2020 fabiopardo/tonic/tonic/plot.py 46219a361cf4422a ran · fixture could not drive it fingerprinted MIT (permissive)
Dual-Mandate Patrols: Multi-Armed Bandits for Green Security 14 Sep 2020 lily-x/dual-mandate/baseline.py 8f0547ca8cf15fe6 ran · fixture could not drive it fingerprinted MIT (permissive)
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks 18 Jun 2020 rosettacommons/rosettafold/DAN-msa/pick_final_models.div.py 0ff7824f74d12394 unverified MIT (permissive)
MakeItTalk: Speaker-Aware Talking-Head Animation 27 Apr 2020 livingbio/MakeItTalk/src/util/utils.py 9639b933989145e0 ran · our draft was wrong fingerprinted no licence file found · pointer only
Coping With Simulators That Don't Always Return 28 Mar 2020 plai-group/stdr/src/Util/particleFilter.py 094c175f40c101c1 unverified MIT (permissive)
PointPWC-Net: A Coarse-to-Fine Network for Supervised and Self-Supervised Scene Flow Estimation on 3D Point Clouds 27 Nov 2019 multimodallearning/Lung250M-4B/corrfield/filters.py 7202e4aa4c7a7985 unverified Apache-2.0 (permissive)
Optimizing Millions of Hyperparameters by Implicit Differentiation 6 Nov 2019 ucr-optml/FedNest/reproduce/fig2.py 97aa6390755cc0a7 ran · violated contract fingerprinted MIT (permissive)
On the Convergence of FedAvg on Non-IID Data 4 Jul 2019 lx10077/fedavgpy/plot/plot_E.py 53730241dff8023d ran · violated contract fingerprinted MIT (permissive)
Reinforcement Learning with Perturbed Rewards 2 Oct 2018 wangjksjtu/rl-perturbed-reward/gym-control/plot.py 414baf4e279c0209 unverified MIT (permissive)
W-TALC: Weakly-supervised Temporal Activity Localization and Classification 27 Jul 2018 sujoyp/wtalc-pytorch/detectionMAP.py 4a6f77bd7b90ba28 unverified MIT (permissive)
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning 30 Mar 2018 nju-rl/acorm/plot.py 30cf9bec8ce2ebf3 ran · fixture could not drive it no licence file found · pointer only
Addressing Function Approximation Error in Actor-Critic Methods 26 Feb 2018 DanielTakeshi/DCUR/spinup/teaching/inspect_actions.py c9672c271269cb9d unverified MIT recorded; this copy not marked cleared · pointer only
Deep Biaffine Attention for Neural Dependency Parsing 6 Nov 2016 wanghm92/Sing_Par/lib/etc/smooth.py 0073d56ba1481305 unverified MIT (permissive)
arXiv:136640190 MengyuanChen21/ECCV2022-DELU/proposal_methods.py 79a000f7e8c93d00 unverified MIT (permissive)
arXiv:136640190 MengyuanChen21/ECCV2022-DELU/eval/detectionMAP.py 4a6f77bd7b90ba28 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".

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