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validate

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

validate appears in the code Syntology harvested for 313 papers, as 306 distinct code bodies found in 370 places (a place is one code body under one paper). At least one of them ran in 83 of the papers; 1 of the code bodies carries 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 validate 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 68 of the 306 distinct code bodies named validate; 238 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

20ran · honoured contract
0ran · violated contract
8ran · our draft was wrong
18ran · fixture could not drive it
22ran
238unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 135 of the 370 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

100 papers shown of 313 (newest first; the JSON twin carries all 370 places); 112 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 20 papers added by Syntology; 22 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
CogEvol: Towards Efficient and Reliable Learning Environment Generation added by Syntology 2026-08 (from id) CogEvol/CogEvol-4B/eval/slide_eval.py 377ed1b2ca546f2c unverified MIT (permissive)
ExFold: Unified Expert Folding for Training-Free MoE Prefill-Decode Acceleration added by Syntology 2026-08 (from id) Time-Rune/ExFold-MoE/exfold/artifacts.py 95c16c42cdb2c5c9 unverified Apache-2.0 (permissive)
Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses added by Syntology 2026-08 (from id) Gen-Verse/Recuris/src/recuris/config.py bccb7989d9057a72 unverified Apache-2.0 (permissive)
SpeechSense: A Paralinguistic-Focused Dataset for Fine-Grained Speech Sentiment Analysis added by Syntology 2026-08 (from id) Sher13cked/SpeechSense/training_scripts/Speech_Encoders/train_hubert.py 433a8268d6debba9 ran Apache-2.0 (permissive)
SpeechSense: A Paralinguistic-Focused Dataset for Fine-Grained Speech Sentiment Analysis added by Syntology 2026-08 (from id) Sher13cked/SpeechSense/training_scripts/Speech_Encoders/train_whisper.py 1ec1752b0208f95e ran Apache-2.0 (permissive)
On Hardware-Aware Design and Optimization of Edge Intelligence added by Syntology 2026-07 (from id) HPInc/ZeroBN/ImageNet/train_imagenet_resnetnew.py 5c22680084c0ea6f ran · honoured contract Apache-2.0 (permissive)
On Hardware-Aware Design and Optimization of Edge Intelligence added by Syntology 2026-07 (from id) HPInc/ZeroBN/ImageNet/train_imagenet.py d0985008e4675cd4 ran Apache-2.0 (permissive)
Multi-Scale ViT Inference with Habitat-Fit Priors and kNN Retrieval for Multi-Species Plant Identification added by Syntology 2026-07 (from id) dsgt-arc/plantclef-2026/user/alper/src/Exp-10_ConvNext_finetuning/train_convnext.py 0b30ecc24bea3318 unverified MIT (permissive)
Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets? added by Syntology 2026-06 (from id) Jiacheng8/FADRM/recover/recover.py 230fb2e9963063c9 unverified MIT (permissive)
OrderDP: A Theoretically Guaranteed Lossless Dynamic Data Pruning Framework added by Syntology 2026-06 (from id) shengze-xu/OrderDP/imagenet/prune_experiment_orderdp.py c12bbc36475e52ad unverified no licence file found · pointer only
Benchmarking LLM Agents on Financial Spreadsheets added by Syntology 2026-05 (from id) Longitude-Labs/bluefin/mcp_server/recalc.py c9ee157ecd3e3133 unverified licence not identified · pointer only
Towards Fine-Grained Robustness: Attention-Guided Test-Time Prompt Tuning for Vision-Language Models added by Syntology 2026-05 (from id) SEU-VIPGroup/A-TPT/utils/tools.py 1ca27622f8ca45e9 ran no licence file found · pointer only
Balancing Knowledge Distillation for Imbalance Learning with Bilevel Optimization added by Syntology 2026-05 (from id) phan-tho/Bilevel-balancing-kd/train_student.py 3c632e1cb4648cc0 ran no licence file found · pointer only
SWORDBENCH: Evaluating Orthogonality of Steering Image Representations added by Syntology 2026-05 (from id) Weixin-Liang/MetaShift/experiments/distribution_shift/main_generalization.py b4966e51c262718f unverified MIT (permissive)
Self-Supervised Laplace Approximation for Bayesian Uncertainty Quantification added by Syntology 2026-05 (from id) rodemann/ssla/IBNN/Demo-code/bayesian_net.py ae01c5865c451602 ran no licence file found · pointer only
Max-pooling Network Revisited: Analyzing the Role of Semantic Probability in Multiple Instance Learning for Hallucination Detection added by Syntology 2026-05 (from id) FUJI1229/Hallucination_Detection/Detection/validate.py 03eccb939862ffca ran MIT (permissive)
Thermodynamic assessment of machine learning models for solid-state synthesis prediction added by Syntology 2026-02 (from id) kaist-amsg/Synthesizability-PU-CGCNN/main_PU_learning.py 6eb60bbb295782d8 unverified no licence file found · pointer only
Thermodynamic assessment of machine learning models for solid-state synthesis prediction added by Syntology 2026-02 (from id) kaist-amsg/Synthesizability-PU-CGCNN/predict_PU_learning.py b6b3efa5231edeb4 unverified no licence file found · pointer only
Quantifying Avian Morphological Evolution through Deep Representation Learning added by Syntology 2026-02 (from id) sun-jiao/MetaFGNet/Fine_tune_for_final_results/trainer.py 2d5685265ba77d35 unverified MIT (permissive)
Quantifying Avian Morphological Evolution through Deep Representation Learning added by Syntology 2026-02 (from id) sun-jiao/MetaFGNet/L_Bird_pretrain/trainer.py 45a5449799a76b66 unverified MIT (permissive)
Hard Labels In! Rethinking the Role of Hard Labels in Mitigating Local Semantic Drift added by Syntology 2025-12 (from id) Jiacheng8/HALD/validate/train_fkd.py 4d2b9fa1e962b322 unverified MIT (permissive)
Rectifying Soft-Label Entangled Bias in Long-Tailed Dataset Distillation added by Syntology 2025-11 (from id) j-cyoung/ADSA_DD/GVBSM/cifar10/relabel/generate_soft_label_with_db_adsa.py 2bce901a6c0d038c unverified no licence file found · pointer only
Detecting Generated Images by Fitting Natural Image Distributions added by Syntology 2025-11 (from id) tmlr-group/ConV/srcs/ConV.py 8e5cc49584fda482 unverified MIT (permissive)
Closing the Curvature Gap: Full Transformer Hessians and Their Implications for Scaling Laws added by Syntology 2025-10 (from id) modernTalker/transformer_hessian/src/train/vit_classification.py b4f5befe6b014144 unverified no licence file found · pointer only
arXiv:2507.20163 2025-07 (from id) Zeyu1226-mt/LLM-IAVC/code/player_train_timesformer.py 7fbe96a4f91fb417 unverified no licence file found · pointer only
FADRM: Fast and Accurate Data Residual Matching for Dataset Distillation 30 Jun 2025 jiacheng8/fadrm/recover/recover.py 230fb2e9963063c9 unverified MIT (permissive)
CaO$_2$: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation 27 Jun 2025 hatchetproject/cao2/mar_imagenet1k.py 5217e3d2c31fe4cb unverified no licence file found · pointer only
Agentic Predictor: Performance Prediction for Agentic Workflows via Multi-View Encoding 26 May 2025 deepauto-ai/agentic-predictor/agent_predictor/evaluate_mvgnn.py b06a36087eeea6b3 unverified MIT (permissive)
Agentic Predictor: Performance Prediction for Agentic Workflows via Multi-View Encoding 26 May 2025 deepauto-ai/agentic-predictor/agent_predictor/train_mvgnn.py 6fe084cc1577bf3c unverified MIT (permissive)
ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration 10 Mar 2025 idea-isail-lab-uiuc/resmoe/mixtral/utils.py b4d419e7685a8c6c unverified MIT (permissive)
iFormer: Integrating ConvNet and Transformer for Mobile Application 26 Jan 2025 identical code first harvested elsewhere e2a98c6a53ded11f unverified licence of this copy not recorded
Dataset Distillation via Committee Voting 13 Jan 2025 jiacheng8/cv-dd/recover/recover.py 230fb2e9963063c9 unverified MIT (permissive)
Dataset Distillation via Committee Voting 13 Jan 2025 jiacheng8/cv-dd/squeeze/squeeze_imagenet1k_prior.py af9e030f554c4938 unverified MIT (permissive)
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning 12 Jan 2025 yewen1486/emtal/train_EMTAL.py e2ee008f3497204c unverified no licence file found · pointer only
A Large-Scale Study on Video Action Dataset Condensation 30 Dec 2024 mcg-nju/video-dc/val.py da0d5f423fee72e8 unverified Apache-2.0 (permissive)
Detecting Discrepancies Between AI-Generated and Natural Images Using Uncertainty 8 Dec 2024 tmlr-group/WePe/wepe.py f48c5f611c741335 ran · honoured contract MIT (permissive)
FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation 23 Nov 2024 uark-aicv/fg-cxr/fgcxr/train_heatmap.py 814a03caeec6a19e unverified MIT (permissive)
FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation 23 Nov 2024 uark-aicv/fg-cxr/fgcxr/train_report.py e1ade8830ffcba3e unverified MIT (permissive)
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning 11 Nov 2024 chaeyoon-jang/bomf/experiments/hpbo_glue.py 3567279319173171 unverified MIT (permissive)
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition 28 Oct 2024 keke921/gnm-pt/vtab/train_full.py 45f78a4d8810cd4d unverified MIT (permissive)
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? 21 Oct 2024 he-y/soft-label-pruning-for-dataset-distillation/recover/data_synthesis_class.py 5b12dc9b2a14d118 unverified no licence file found · pointer only
REEF: Representation Encoding Fingerprints for Large Language Models 18 Oct 2024 tmylla/reef/src/train_cls_gcn.py 5b09c05b55d7fc25 unverified no licence file found · pointer only
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement 29 Sep 2024 OPTML-Group/Unlearn-Saliency/Classification/unlearn/GA_prune.py def64f7467ecb30c ran · fixture could not drive it MIT (permissive)
HydraViT: Stacking Heads for a Scalable ViT 26 Sep 2024 ds-kiel/HydraViT/validate.py e826d2b8a200b367 unverified MIT (permissive)
Kolmogorov-Arnold Transformer 16 Sep 2024 Adamdad/kat/validate.py 8c51a483da8ccb26 unverified MIT (permissive)
Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification 29 Aug 2024 scuwyh2000/diff-ii/train_classifier.py cdec92995eadc2eb unverified no licence file found · pointer only
PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition 15 Jul 2024 LixiaoTHU/PartImageNetPP/eval_multi_dataset.py 3222066805488570 ran MIT (permissive)
MambaVision: A Hybrid Mamba-Transformer Vision Backbone 10 Jul 2024 nvlabs/mambavision/mambavision/validate_pip_model.py 9ca6ef803df4e229 unverified licence not identified · pointer only
MambaVision: A Hybrid Mamba-Transformer Vision Backbone 10 Jul 2024 nvlabs/mambavision/mambavision/validate.py d432daacdf9484ff unverified licence not identified · pointer only
Isomorphic Pruning for Vision Models 5 Jul 2024 VainF/Isomorphic-Pruning/convnext_train.py 89e2ddf547872100 ran no licence file found · pointer only
Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages 3 Jul 2024 batsresearch/planetarium/planetarium/downward.py 02ae2bc034213037 unverified BSD-3-Clause (permissive)
Strengthening Layer Interaction via Dynamic Layer Attention 19 Jun 2024 tunantu/dynamic-layer-attention/image_classification/imagenet/train_pro.py 724424f5001337b0 ran no licence file found · pointer only
Learning Molecular Representation in a Cell 17 Jun 2024 liugangcode/InfoAlign/utils/misc.py 3fb1eda357de9534 ran no licence file found · pointer only
On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning 16 Jun 2024 jh-oh-23/sup-ancl/linear.py 46c53e9b88a51bc9 ran · fixture could not drive it MIT (permissive)
RobustSAM: Segment Anything Robustly on Degraded Images 13 Jun 2024 robustsam/RobustSAM/engine.py ad6e07d14b734254 unverified MIT (permissive)
SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model 20 May 2024 siavashshams/ssamba/src/traintest.py 47a913b63f142555 unverified BSD-3-Clause (permissive)
Learning Spatial Similarity Distribution for Few-shot Object Counting 20 May 2024 CBalance/SSD/CARPK.py 9349da30d2edc90b unverified no licence file found · pointer only
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba 9 May 2024 rhwxmx/eventmamba/train_classification.py efa0099dfe3e35ee ran · our draft was wrong MIT (permissive)
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba 9 May 2024 rhwxmx/eventmamba/train_odometry.py 96829ace4918336c ran · our draft was wrong MIT (permissive)
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba 9 May 2024 rhwxmx/eventmamba/train_eye_tracking.py 9c3f4d0aa7f55d7f unverified MIT (permissive)
Elucidating the Design Space of Dataset Condensation 21 Apr 2024 identical code first harvested elsewhere 230fb2e9963063c9 unverified licence of this copy not recorded
Decoupled Weight Decay for Any $p$ Norm 16 Apr 2024 nadav-out/padam/python/train_CIFAR10.py 372f8ff292807e91 ran no licence file found · pointer only
On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models 4 Apr 2024 sfarhat/dapt/distill.py aa61d5070b11ed44 ran · honoured contract MIT (permissive)
Revisiting Random Weight Perturbation for Efficiently Improving Generalization 30 Mar 2024 nblt/marwp/train_marwp.py 8a740770b573afde unverified no licence file found · pointer only
Rewrite the Stars 29 Mar 2024 ma-xu/rewrite-the-stars/imagenet/train_imagenet.py 305c34a2f80efd7b ran Apache-2.0 (permissive)
IDP-Bert: Predicting Properties of Intrinsically Disordered Proteins (IDP) Using Large Language Models 28 Mar 2024 chakradharg/idp-bert/model/utils.py a4989f0f3c2fccd5 unverified MIT (permissive)
Siamese Vision Transformers are Scalable Audio-visual Learners 28 Mar 2024 genjib/avsiam/src/traintest_cavmae_base.py 1edf032c61297c85 unverified no licence file found · pointer only
Siamese Vision Transformers are Scalable Audio-visual Learners 28 Mar 2024 genjib/avsiam/src/traintest_ft_base.py 64f4a07393bf408b unverified no licence file found · pointer only
MVEB: Self-Supervised Learning with Multi-View Entropy Bottleneck 28 Mar 2024 identical code first harvested elsewhere 63ce1d5edf8fb0a0 ran · fixture could not drive it licence of this copy not recorded
Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models 26 Mar 2024 YBZh/DMN/utils/tools.py 1ca27622f8ca45e9 ran MIT (permissive)
Neural Clustering based Visual Representation Learning 26 Mar 2024 guikunchen/fec/validate.py 0fc8219dc215c3b1 unverified Apache-2.0 (permissive)
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion 21 Mar 2024 hee-suk-yoon/C-TPT/utils/tools.py 1ca27622f8ca45e9 ran MIT (permissive)
DreamDA: Generative Data Augmentation with Diffusion Models 19 Mar 2024 yunxiangfu2001/dreamda/validate.py 13892c4e364e8606 unverified no licence file found · pointer only
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency 15 Mar 2024 optml-group/backdoormspc/trainnew.py 5a653cccf3a82189 unverified no licence file found · pointer only
Towards Adversarially Robust Dataset Distillation by Curvature Regularization 15 Mar 2024 yumozi/guard/recover/data_synthesis.py 230fb2e9963063c9 unverified no licence file found · pointer only
MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology 11 Mar 2024 isyangshu/mambamil/utils/core_utils.py 8f418c25315c7549 unverified no licence file found · pointer only
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness 28 Feb 2024 dvlab-research/parametric-contrastive-learning/GPaCo/LT/paco_imagenet.py 13eac6ce75be2d11 ran MIT (permissive)
Gradient Aligned Regression via Pairwise Losses 8 Feb 2024 dixianzhu/gar/ageDB_scratch.py 04c5ae21c77c1eb7 ran · fixture could not drive it no licence file found · pointer only
Vanishing Feature: Diagnosing Model Merging and Beyond 5 Feb 2024 xingyuqu/vf/PFM/cifar_cca_experiments.py 5a9f46b9b120ef6e ran no licence file found · pointer only
Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers 7 Feb 2024 abhibambhaniya/progressive_gradient_flow_nm_sparsity/validate.py dddaf76c153d839d unverified Apache-2.0 (permissive)
RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies 3 Feb 2024 haochenglouis/RobustTSF/train_noisy.py ff7b5d86575472f9 unverified no licence file found · pointer only
Multilinear Operator Networks 31 Jan 2024 Allencheng97/Multilinear_Operator_Networks/validate.py 073c380c96a5556e unverified Apache-2.0 (permissive)
A foundation model for atomistic materials chemistry 2024-01 (from id) arosen93/qmof/machine_learning/cgcnn/predict.py 48680e2fd9d3f097 unverified MIT (permissive)
Gradient-based Parameter Selection for Efficient Fine-Tuning 15 Dec 2023 FightingFighting/GPS/train_gps.py e2a98c6a53ded11f unverified MIT (permissive)
Scaling Laws of Synthetic Images for Model Training ... for Now 7 Dec 2023 google-research/syn-rep-learn/Scaling/supervised/eval_imagenet_supervised.py 17ed3c435b35d928 ran · our draft was wrong Apache-2.0 (permissive)
On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm 6 Dec 2023 identical code first harvested elsewhere 230fb2e9963063c9 unverified licence of this copy not recorded
Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching 29 Nov 2023 identical code first harvested elsewhere 230fb2e9963063c9 unverified licence of this copy not recorded
ReWaRD: Retinal Waves for Pre-Training Artificial Neural Networks Mimicking Real Prenatal Development 28 Nov 2023 bennyca/reward/4_Visualization/nets/train_val.py 76c05cd126f0dc93 unverified licence not identified · pointer only
Unified Classification and Rejection: A One-versus-All Framework 22 Nov 2023 identical code first harvested elsewhere f22f9d7998eced68 unverified licence of this copy not recorded
Pretrain like Your Inference: Masked Tuning Improves Zero-Shot Composed Image Retrieval 13 Nov 2023 Chen-Junyang-cn/PLI/genecis_eval.py 78085af70623ee31 unverified no licence file found · pointer only
Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness 10 Nov 2023 fmy266/TPA/FAA/acc_validate.py 0936271379c79ffa unverified no licence file found · pointer only
Laplacian Canonization: A Minimalist Approach to Sign and Basis Invariant Spectral Embedding 28 Oct 2023 GeorgeMLP/basis-invariance-synthetic-experiment/synthetic.py 2f90ede6b1995413 ran MIT (permissive)
Revisiting Deep Ensemble for Out-of-Distribution Detection: A Loss Landscape Perspective 22 Oct 2023 fanghenshaometeor/ood-mode-ensemble/train_imgnet.py 1cbfd457cc77abb8 ran no licence file found · pointer only
Probing the Creativity of Large Language Models: Can models produce divergent semantic association? 17 Oct 2023 dingnlab/probing_creativity/dataset.py f8e83984bd11db55 unverified MIT (permissive)
AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE 12 Oct 2023 human-analysis/AutoFHE/search/helper.py 52b18766423d228b ran MIT (permissive)
Conformal Prediction for Deep Classifier via Label Ranking 10 Oct 2023 ml-stat-Sustech/conformal_prediction_via_label_ranking/lib/utils.py 23e8cd83d6976158 unverified no licence file found · pointer only
Mitigating Simplicity Bias in Deep Learning for Improved OOD Generalization and Robustness 9 Oct 2023 estija/cmid/camelyon/camelyon.py d97abd07bae67ef4 ran MIT (permissive)
Unsupervised Open-Vocabulary Object Localization in Videos 18 Sep 2023 amazon-science/object-centric-vol/train_patch_clip.py ddb29c73d68308d5 ran Apache-2.0 (permissive)
HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis 14 Sep 2023 hku-medai/higt/core_utils_re.py c0f4698edf41b550 unverified no licence file found · pointer only
Maestro: Uncovering Low-Rank Structures via Trainable Decomposition 28 Aug 2023 samuelhorvath/maestro-lod/imagenet_main.py c63928dac29e7a1d ran · honoured contract Apache-2.0 (permissive)
Bayesian Low-rank Adaptation for Large Language Models 24 Aug 2023 adamxyang/laplace-lora/laplace/utils/utils.py 2c7df713641eba90 unverified MIT (permissive)
IncDSI: Incrementally Updatable Document Retrieval 19 Jul 2023 varshakishore/incdsi/train_initial_model.py 697643575e148c3a ran · fixture could not drive it MIT (permissive)
Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers 2023-07 (from id) YuanGongND/whisper-at/src/whisper_at_train/traintest.py 7d2dd5f84e2a6da3 unverified BSD-2-Clause (permissive)
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding 6 Jul 2023 thu-keg/korc/EmbedKGQA/utils.py db9fdd2a894a7360 ran MIT (permissive)
Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning 24 Jun 2023 sharut/care/imagenet100/main_lincls.py 6a1484b1e8271a28 unverified MIT (permissive)
Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective 22 Jun 2023 VILA-Lab/SRe2L/SRe2L/recover/data_synthesis.py 230fb2e9963063c9 unverified no licence file found · pointer only
Matrix Information Theory for Self-Supervised Learning 27 May 2023 identical code first harvested elsewhere 63ce1d5edf8fb0a0 ran · fixture could not drive it licence of this copy not recorded
Improving Knowledge Distillation via Regularizing Feature Norm and Direction 26 May 2023 wangyz1608/knowledge-distillation-via-nd/ImageNet/train_dkd.py 5bf784d9365d24ac ran · honoured contract no licence file found · pointer only
Uncertainty Voting Ensemble for Imbalanced Deep Regression 24 May 2023 sherryjyc/uvote/agedb-dir/train_gradual.py 95f110b38c35e66a unverified no licence file found · pointer only
Uncertainty Voting Ensemble for Imbalanced Deep Regression 24 May 2023 sherryjyc/uvote/imdb-wiki-dir/train_gradual.py 1f08d43f1e19edf3 unverified no licence file found · pointer only
Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment 19 May 2023 keke921/gclloss/cifar_train_backbone.py 5c74271a972c2eb0 unverified no licence file found · pointer only
SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery 19 Apr 2023 lalithjets/surgicalgpt/Evaluation.py eeec095f87a4a83b ran · honoured contract no licence file found · pointer only

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