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checkpoint_filter_fn

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

checkpoint_filter_fn appears in the code Syntology harvested for 80 papers, as 37 distinct code bodies found in 84 places (a place is one code body under one paper). At least one of them ran in 28 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 checkpoint_filter_fn 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 18 of the 37 distinct code bodies named checkpoint_filter_fn; 19 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
6ran · our draft was wrong
0ran · fixture could not drive it
11ran
19unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 26 of the 84 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

80 papers shown of 80, newest first; 84 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; 16 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
Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts 9 Jul 2025 Lain810/DCE/models/vit.py 92c6dea718013921 unverified licence not identified · pointer only
arXiv:2507.00585 2025-07 (from id) vpsg-research/Sim-MPNet/lib/models_timm/convnext.py 490b21bf78e1dd8c unverified Apache-2.0 (permissive)
Exploiting Multimodal Spatial-temporal Patterns for Video Object Tracking 20 Dec 2024 nju-pcalab/sttrack/lib/models/sttrack/vit_care.py 2a55b64f08787da8 unverified MIT (permissive)
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers 13 Dec 2024 rstrudel/segmenter/segm/model/utils.py fa761055851f5f0c unverified MIT (permissive)
Bridging the Divide: Reconsidering Softmax and Linear Attention 9 Dec 2024 leaplabthu/inline/models/inline_deit.py 5dac11fdc41c896b unverified no licence file found · pointer only
Quantization without Tears 21 Nov 2024 wujx2001/QwT/QwT-cls-latency-test/models/quant_vision_transformer.py 5dac11fdc41c896b unverified Apache-2.0 (permissive)
Expanding Sparse Tuning for Low Memory Usage 4 Nov 2024 ssfgunner/SNELL/model/convnext_timm.py 7619bf7f57c5d2b6 unverified MIT (permissive)
Expanding Sparse Tuning for Low Memory Usage 4 Nov 2024 ssfgunner/SNELL/model/vision_transformer_timm.py 6d8a1f8a0697180f unverified MIT (permissive)
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition 28 Oct 2024 Keke921/GNM-PT/PromptModels/vit.py 5dac11fdc41c896b unverified MIT (permissive)
FAN: Fourier Analysis Networks 3 Oct 2024 NVlabs/FAN/detection/models/fan.py e25a3f7ad14df60b ran · our draft was wrong licence not identified · pointer only
HydraViT: Stacking Heads for a Scalable ViT 26 Sep 2024 ds-kiel/HydraViT/timm/models/hydravit.py a0b1f77ef449514b ran MIT (permissive)
Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning 17 Sep 2024 khu-agi/vil/vision_transformer.py 14bd25205914cc19 ran Apache-2.0 (permissive)
CVPT: Cross-Attention help Visual Prompt Tuning adapt visual task 27 Aug 2024 xlgsyzp/cvpt/CVPT.py 6d8a1f8a0697180f unverified no licence file found · pointer only
Diffusion Feedback Helps CLIP See Better 29 Jul 2024 baaivision/diva/condition/SigLIP_for_timm_models_visiontransformer.py f23f374916d14243 ran MIT (permissive)
Personalized Federated Continual Learning via Multi-granularity Prompt 27 Jun 2024 skyofbeginning/fedmgp/Models/vision_transformer.py ee95af3ec5c38df5 ran no licence file found · pointer only
Hierarchical Associative Memory, Parallelized MLP-Mixer, and Symmetry Breaking 18 Jun 2024 Toshihiro-Ota/paramixer/models/mixers.py e0a8f99b321afef7 ran · violated contract Apache-2.0 (permissive)
Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling? 13 Jun 2024 usc-sail/synthaudio/src/models/vision_transformer.py 0b3795f9775ce118 ran Apache-2.0 (permissive)
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP 3 Jun 2024 SriramB-98/vit-decompose/timm/models/tiny_vit.py 3f5d672bc6ebb458 unverified no licence file found · pointer only
Sparse-Tuning: Adapting Vision Transformers with Efficient Fine-tuning and Inference 23 May 2024 liuting20/sparse-tuning/models/vit_image.py 6d8a1f8a0697180f unverified no licence file found · pointer only
Dynamically Anchored Prompting for Task-Imbalanced Continual Learning 23 Apr 2024 chenxing6666/dap/vision_transformer.py ee95af3ec5c38df5 ran no licence file found · pointer only
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection 12 Apr 2024 lovesiamesecat/moe-ffd/ViT_MoE.py 6d8a1f8a0697180f unverified no licence file found · pointer only
Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning 11 Apr 2024 shiming-chen/zslvit/zslvit.py 6d8a1f8a0697180f unverified no licence file found · pointer only
InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning 30 Mar 2024 liangyanshuo/InfLoRA/methods/inflora.py 4eeb738096393d87 ran · our draft was wrong MIT (permissive)
Multi-Task Dense Prediction via Mixture of Low-Rank Experts 26 Mar 2024 yuqiyang213/mlore/models/transformers/MLoRE.py 6d8a1f8a0697180f unverified no licence file found · pointer only
Neural Markov Random Field for Stereo Matching 17 Mar 2024 aeolusguan/NMRF/nmrf/models/backbone.py 0cd7e6af2fb6aac5 ran MIT (permissive)
PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient Task Adaptation 14 Mar 2024 thu-mig/pyra/model/vision_transformer_timm.py 6d8a1f8a0697180f unverified MIT (permissive)
Consistent Prompting for Rehearsal-Free Continual Learning 13 Mar 2024 Zhanxin-Gao/CPrompt/models/cprompt.py 3cad525b1e4baa00 ran · our draft was wrong no licence file found · pointer only
DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training 6 Mar 2024 thu-ml/dpot/models/dpot.py 00a42186a37558bd ran · our draft was wrong no licence file found · pointer only
Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection 1 Feb 2024 qinyu-allen-zhao/optfsood/model/vit_cifar.py 9346577c5a71350d ran no licence file found · pointer only
Gradient-based Parameter Selection for Efficient Fine-Tuning 15 Dec 2023 FightingFighting/GPS/models/convnext.py 7619bf7f57c5d2b6 unverified MIT (permissive)
Agent Attention: On the Integration of Softmax and Linear Attention 14 Dec 2023 leaplabthu/agent-attention/agent_transformer/models/agent_deit.py 5dac11fdc41c896b unverified no licence file found · pointer only
Learning Anatomically Consistent Embedding for Chest Radiography 1 Dec 2023 jlianglab/peac/models/VisionTransformer.py 5dac11fdc41c896b unverified no licence file found · pointer only
ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images 26 Nov 2023 nicoboou/chada_vit/src/backbones/vit/vit_attn_viz.py 6a75e2944c9dc262 ran Apache-2.0 (permissive)
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning 18 Nov 2023 kaist-dmlab/AdaPromptCL/clip_vit.py 356e2c00330c8d41 ran Apache-2.0 (permissive)
A Coefficient Makes SVRG Effective 9 Nov 2023 davidyyd/alpha-SVRG/models/mlp_mixer.py e0a8f99b321afef7 ran · violated contract no licence file found · pointer only
A Coefficient Makes SVRG Effective 9 Nov 2023 davidyyd/alpha-SVRG/models/convnext.py 490b21bf78e1dd8c unverified no licence file found · pointer only
Towards a General Framework for Continual Learning with Pre-training 21 Oct 2023 thu-ml/HiDe-Prompt/vits/hide_prompt_vision_transformer.py ee95af3ec5c38df5 ran MIT (permissive)
FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning 6 Oct 2023 ucsc-vlaa/fedconv/models/vision_transformers.py 6d8a1f8a0697180f unverified MIT (permissive)
Class Incremental Learning via Likelihood Ratio Based Task Prediction 26 Sep 2023 linhaowei1/tpl/networks/vit_hat.py 5dac11fdc41c896b unverified no licence file found · pointer only
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers 18 Aug 2023 tdemin16/continual-layernorm-tuning/couple/vision_transformer.py 2b5dd89802152360 ran Apache-2.0 (permissive)
Which Tokens to Use? Investigating Token Reduction in Vision Transformers 9 Aug 2023 JoakimHaurum/TokenReduction/models/deit_viz.py 5dac11fdc41c896b unverified MIT (permissive)
Heterogeneous Forgetting Compensation for Class-Incremental Learning 7 Aug 2023 JiahuaDong/HFC/vit.py 1f65552c7dfe6207 ran no licence file found · pointer only
Tuning Pre-trained Model via Moment Probing 21 Jul 2023 mingzeg/moment-probing/models/convnext.py 7619bf7f57c5d2b6 unverified no licence file found · pointer only
AROID: Improving Adversarial Robustness Through Online Instance-Wise Data Augmentation 12 Jun 2023 treelli/aroid/src/model/vit.py e8dd07fc6d086c08 unverified MIT (permissive)
MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer 24 Apr 2023 fistyee/MixPro/models/vit.py 5dac11fdc41c896b unverified MIT (permissive)
TFS-ViT: Token-Level Feature Stylization for Domain Generalization 28 Mar 2023 mehrdad-noori/tfs-vit_token-level_feature_stylization/domainbed/lib/vit.py 5dac11fdc41c896b unverified MIT (permissive)
eP-ALM: Efficient Perceptual Augmentation of Language Models 20 Mar 2023 mshukor/eP-ALM/models/vit.py 1f65552c7dfe6207 ran MIT (permissive)
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning 17 Oct 2022 dongzelian/ssf/models/convnext.py 7619bf7f57c5d2b6 unverified MIT (permissive)
Federated Learning of Large Models at the Edge via Principal Sub-Model Training 28 Aug 2022 yuehniu/modeldecomp-fl/model/deit.py 319045db1eb712a2 unverified Apache-2.0 (permissive)
Unified Normalization for Accelerating and Stabilizing Transformers 2 Aug 2022 hikvision-research/unified-normalization/image_classification/models/vit.py 5dac11fdc41c896b unverified Apache-2.0 (permissive)
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning 26 Jul 2022 iamwangyabin/S-Prompts/models/vit.py 92c6dea718013921 unverified MIT (permissive)
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications 21 Jun 2022 alibaba-miil/solving_imagenet/models/convnext.py 490b21bf78e1dd8c unverified Apache-2.0 (permissive)
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications 21 Jun 2022 alibaba-miil/solving_imagenet/models/cait.py 990768f15029c37e unverified Apache-2.0 (permissive)
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications 21 Jun 2022 alibaba-miil/solving_imagenet/models/coat.py de23eca1d0c4deda unverified Apache-2.0 (permissive)
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks 14 Jun 2022 ShangHua-Gao/RFNext/rfconvnext.py 262171d3c132d5b4 unverified no licence file found · pointer only
Neural Prompt Search 9 Jun 2022 ZhangYuanhan-AI/NOAH/model/supernet_vision_transformer_timm.py 6d8a1f8a0697180f unverified MIT (permissive)
Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization 24 Mar 2022 srvCodes/continual_learning_with_vit/src/networks/vit_original.py 6d8a1f8a0697180f unverified MIT (permissive)
Unsupervised Salient Object Detection with Spectral Cluster Voting 23 Mar 2022 noelshin/selfmask/networks/timm_vit.py 5dac11fdc41c896b unverified MIT (permissive)
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy 12 Mar 2022 VITA-Group/Diverse-ViT/vision_transformer_diverse.py df40006af8733223 unverified MIT (permissive)
Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice 9 Mar 2022 VITA-Group/ViT-Anti-Oversmoothing/vit.py 5dac11fdc41c896b unverified MIT (permissive)
Not All Patches are What You Need: Expediting Vision Transformers via Token Reorganizations 16 Feb 2022 youweiliang/evit/evit.py 6d8a1f8a0697180f unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Learning to Prompt for Continual Learning 16 Dec 2021 JH-LEE-KR/l2p-pytorch/vision_transformer.py ee95af3ec5c38df5 ran Apache-2.0 recorded; this copy not marked cleared · pointer only
AdaViT: Adaptive Tokens for Efficient Vision Transformer 14 Dec 2021 NVlabs/A-ViT/timm/models/act_vision_transformer.py 5dac11fdc41c896b unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Injecting Semantic Concepts into End-to-End Image Captioning 9 Dec 2021 jacobswan1/ViTCAP/src/pytorch_image_models/timm/models/vision_transformer.py 086f695727aa10b7 ran · our draft was wrong no licence file found · pointer only
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer 3 Aug 2021 YifanXu74/Evo-ViT/deit/evo_deit.py 0b3795f9775ce118 ran MIT (permissive)
Global Filter Networks for Image Classification 1 Jul 2021 raoyongming/GFNet/gfnet.py 32f151ed58e2d272 ran · our draft was wrong MIT (permissive)
KVT: k-NN Attention for Boosting Vision Transformers 28 May 2021 damo-cv/kvt/KNN_VisionTransformer.py 0b3795f9775ce118 ran MIT (permissive)
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding 26 May 2021 freder-chen/vitp/models/swelling_vit.py 6d8a1f8a0697180f unverified Apache-2.0 (permissive)
Emerging Properties in Self-Supervised Vision Transformers 29 Apr 2021 ipmi-icns-uke/sparsam/sparsam/models.py e25a3f7ad14df60b ran · our draft was wrong MIT (permissive)
arXiv:ijcai2023_0106 kkahatapitiya/SWAT/timm/models/cait.py 990768f15029c37e unverified MIT (permissive)
arXiv:aaai_28465 OpenGVLab/MUTR/models/convnext.py 35a96d567f5faee4 unverified MIT (permissive)
arXiv:aaai_28109 YanjingLi0202/Bi-ViT/bi_vision_transformer.py 0b3795f9775ce118 ran Apache-2.0 (permissive)
arXiv:aaai_27852 SparkTempest/BAT/lib/models/bat/vit.py 2a55b64f08787da8 unverified MIT (permissive)
arXiv:aaai_26216 iamwangyabin/ESN/models/vit.py 92c6dea718013921 unverified MIT (permissive)
arXiv:aaai_26008 ZLKong/Tri-Level-ViT/models/pit.py a65906ebaaa053ad unverified MIT (permissive)
arXiv:Wei_Autoregressive_Visual_Tracking_CVPR_2023_paper MIV-XJTU/ARTrack/lib/models/artrack/vit.py 2a55b64f08787da8 unverified Apache-2.0 (permissive)
arXiv:Tan_XTrack_Multimodal_Training_Boosts_RGB-X_Video_Object_Trackers_ICCV_2025_paper supertyd/XTrack/lib/models/xtrack/vit.py 2a55b64f08787da8 unverified MIT (permissive)
arXiv:Ji_MMGeo_Multimodal_Compositional_Geo-Localization_for_UAVs_ICCV_2025_paper Yux1angJi/MMGeo/game4loc/models/eva.py d691d6afe847222f unverified Apache-2.0 (permissive)
arXiv:Hui_Bridging_Search_Region_Interaction_With_Template_for_RGB-T_Tracking_CVPR_2023_paper RyanHTR/TBSI/lib/models/tbsi_track/vit_tbsi_care.py 2a55b64f08787da8 unverified MIT (permissive)
arXiv:Guo_Improving_Robustness_of_Vision_Transformers_by_Reducing_Sensitivity_To_Patch_CVPR_2023_paper guoyongcs/RSPC/RSPC_FAN/models/convnext_utils.py d3ebf9f52e7a8d96 unverified MIT (permissive)
arXiv:Chen_TransMix_Attend_To_Mix_for_Vision_Transformers_CVPR_2022_paper Beckschen/TransMix/timm/models/vision_transformer.py 6d8a1f8a0697180f unverified Apache-2.0 (permissive)
arXiv:Cai_HIPTrack_Visual_Tracking_with_Historical_Prompts_CVPR_2024_paper WenRuiCai/HIPTrack/lib/models/hiptrack/vit.py 2a55b64f08787da8 unverified Apache-2.0 (permissive)
arXiv:Bergner_Token_Cropr_Faster_ViTs_for_Quite_a_Few_Tasks_CVPR_2025_paper benbergner/cropr/segm/utils/model_utils.py e8b00fe56b93c535 unverified MIT (permissive)
arXiv:136840281 damo-cv/KVT/KNN_VisionTransformer.py 0b3795f9775ce118 ran 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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