Home › Code › basic_clean

basic_clean

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

basic_clean appears in the code Syntology harvested for 217 papers, as 4 distinct code bodies found in 217 places (a place is one code body under one paper). At least one of them ran in 215 of the papers; 2 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 basic_clean 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 2 of the 4 distinct code bodies named basic_clean; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
1ran
2unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 70 of the 217 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 217 (newest first; the JSON twin carries all 217 places); 100 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; 26 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
TAME: Temporal-Aware Mixture-of-Experts for Text-Video Retrieval added by Syntology 2026-09 (from id) sejong-rcv/TAME/modules/tokenization_clip.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
MERGETUNE: Continued fine-tuning of vision-language models added by Syntology 2026-01 (from id) Surrey-UP-Lab/MERGETUNE/mergetune/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Revisiting Logit Distributions for Reliable Out-of-Distribution Detection added by Syntology 2025-10 (from id) GIT-LJc/LogitGap/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Cooperative Pseudo Labeling for Unsupervised Federated Classification added by Syntology 2025-10 (from id) krumpguo/FedCoPL/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Iterative Prompt Refinement for Safer Text-to-Image Generation added by Syntology 2025-09 (from id) ku-dmlab/IPR/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Hierarchical Cross-modal Prompt Learning for Vision-Language Models 20 Jul 2025 zzeoZheng/HiCroPL/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts 9 Jul 2025 Lain810/DCE/models/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Omni-Video: Democratizing Unified Video Understanding and Generation 8 Jul 2025 sais-fuxi/omni-video/omnivideo/modules/tokenizers.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection 6 Jul 2025 0xFAFA/FA/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
arXiv:2506.23502 2025-06 (from id) Mengxiao-Tian/LAMP/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
SharpZO: Hybrid Sharpness-Aware Vision Language Model Prompt Tuning via Forward-Only Passes 26 Jun 2025 yifanycc/sharpzo/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
MAGREF: Masked Guidance for Any-Reference Video Generation 29 May 2025 magref-video/magref/magref/modules/tokenizers.py 98f385d847636a3e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning 15 May 2025 ltpwy/MSCI/MSCI/code/model/Mutifuse_new.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Uni3C: Unifying Precisely 3D-Enhanced Camera and Human Motion Controls for Video Generation 21 Apr 2025 ewrfcas/uni3c/src/pipelines/pipeline_uni3c.py 8bc14e32eeec25b4 unverified Apache-2.0 (permissive)
DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models 17 Mar 2025 JREion/DPC/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Diffusion Models without Classifier-free Guidance 17 Feb 2025 lucidrains/classifier-free-guidance-pytorch/classifier_free_guidance_pytorch/tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Phantom: Subject-consistent video generation via cross-modal alignment 16 Feb 2025 phantom-video/phantom/phantom_wan/modules/tokenizers.py 98f385d847636a3e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
When and How Does CLIP Enable Domain and Compositional Generalization? 13 Feb 2025 neuroexplicit-saar/discover-then-name/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
A Benchmark and Evaluation for Real-World Out-of-Distribution Detection Using Vision-Language Models 30 Jan 2025 hoshi23/ood-x-banchmarks/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation 15 Jan 2025 jiaqihuang01/detris/utils/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Towards Visual Grounding: A Survey 28 Dec 2024 linhuixiao/clip-vg/models/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Enhance Vision-Language Alignment with Noise 14 Dec 2024 hyzhang98/pini/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
ATPrompt: Textual Prompt Learning with Embedded Attributes 12 Dec 2024 zhengli97/promptkd/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
NLPrompt: Noise-Label Prompt Learning for Vision-Language Models 2 Dec 2024 qunovo/NLPrompt/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models 29 Nov 2024 vaynexie/DRM/clip_m/tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation 24 Nov 2024 sulebai/sc-clip/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Robust Fine-tuning of Zero-shot Models via Variance Reduction 11 Nov 2024 BeierZhu/VRF/clip/tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning 6 Nov 2024 Alexander-Yao/Multi-Sub/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection 5 Nov 2024 tmlr-group/SCT/clip_w_local/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
arXiv:2411.00409 2024-11 (from id) yusukekwn/Black-Box-Forgetting/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Show Me What and Where has Changed? Question Answering and Grounding for Remote Sensing Change Detection 31 Oct 2024 like413/vista/VisTA/dataset/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
IPO: Interpretable Prompt Optimization for Vision-Language Models 20 Oct 2024 lmsdss/IPO/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Toward Generalizing Visual Brain Decoding to Unseen Subjects 18 Oct 2024 xiangtaokong/tgbd/CLIP/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration 16 Oct 2024 markywg/transagent/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer 14 Oct 2024 ZMHH-H/MoTE/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models 14 Oct 2024 ljaiverson/pfedmoap/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
SePPO: Semi-Policy Preference Optimization for Diffusion Alignment 7 Oct 2024 dwanzhang-ai/seppo/utils/tokenizer_hps.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
A Retention-Centric Framework for Continual Learning with Guaranteed Model Developmental Safety 4 Oct 2024 ganglii/devsafety/clip/tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models 3 Oct 2024 ml-stat-Sustech/Outlier-Calibration/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection 1 Oct 2024 zqhang/PointAD/AnomalyCLIP_lib/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection 30 Sep 2024 Saehyung-Lee/HFTT/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method 29 Sep 2024 PanBikang/PromptFolio/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification 25 Sep 2024 minglllli/CLIPFit/CLIPFit/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Adaptive Adapter Routing for Long-Tailed Class-Incremental Learning 11 Sep 2024 vita-qzh/apart/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Enhancing Outlier Knowledge for Few-Shot Out-of-Distribution Detection with Extensible Local Prompts 7 Sep 2024 AuroraZengfh/Local-Prompt/clip_w_local/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Nemesis: Normalizing the Soft-prompt Vectors of Vision-Language Models 26 Aug 2024 ShyFoo/Nemesis/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning 14 Aug 2024 asif-hanif/baple/models/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Unsupervised Domain Adaption Harnessing Vision-Language Pre-training 5 Aug 2024 Wenlve-Zhou/VLP-UDA/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
VAR-CLIP: Text-to-Image Generator with Visual Auto-Regressive Modeling 2 Aug 2024 daixiangzi/var-clip/tokenizer/tokenizer.py 5be5e376692dd4c8 ran fingerprinted no licence file found · pointer only
Few-shot Defect Image Generation based on Consistency Modeling 1 Aug 2024 ffdd-diffusion/defectdiffu/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance 18 Jul 2024 Trustworthy-ML-Lab/Label-free-CBM/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions 23 Jul 2024 alibaba/catex/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection 22 Jul 2024 caoyunkang/adaclip/method/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
DEAL: Disentangle and Localize Concept-level Explanations for VLMs 19 Jul 2024 tangli-udel/DEAL/CLIP/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection 9 Jul 2024 ssecv/CoLA/code/pytorch/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation 3 Jul 2024 miccunifi/kdpl/src/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP 25 Jun 2024 sarahesl/alignclip/align_clip/tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
PID: Prompt-Independent Data Protection Against Latent Diffusion Models 14 Jun 2024 PKU-ML/Diffusion-PID-Protection/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
WATT: Weight Average Test-Time Adaptation of CLIP 19 Jun 2024 mehrdad-noori/watt/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Efficient and Long-Tailed Generalization for Pre-trained Vision-Language Model 18 Jun 2024 shijxcs/candle/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs 11 Jun 2024 damo-nlp-sg/inf-clip/inf_clip/models/tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
RWKV-CLIP: A Robust Vision-Language Representation Learner 11 Jun 2024 deepglint/RWKV-CLIP/model/open_clip/tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Visual Prompt Tuning in Null Space for Continual Learning 9 Jun 2024 zugexiaodui/VPTinNSforCL/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better 7 Jun 2024 scottgeng00/unmet-promise/adapt/clip_custom/tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
OVMR: Open-Vocabulary Recognition with Multi-Modal References 7 Jun 2024 Zehong-Ma/OVMR/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models 5 Jun 2024 tmlr-group/WCA/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection 1 Jun 2024 WNJXYK/DeCoOp/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer 29 May 2024 zengqunzhao/exp-clip/models/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Frustratingly Easy Test-Time Adaptation of Vision-Language Models 28 May 2024 farinamatteo/zero/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning 20 May 2024 Gank0078/FineSSL/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Harmonizing Generalization and Personalization in Federated Prompt Learning 16 May 2024 tianyucuiovo/fedpgp/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable Prompt 11 May 2024 Jinx630/Pseudo-Visual-Prompt/pvp_finetune/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning 9 May 2024 jieshibo/memvp/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning 6 May 2024 chongqingnosubway/prompt-ot/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
CLIPArTT: Adaptation of CLIP to New Domains at Test Time 1 May 2024 dosowiechi/clipartt/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Modeling Caption Diversity in Contrastive Vision-Language Pretraining 30 Apr 2024 facebookresearch/llip/llip/open_clip/tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Soft Prompt Generation for Domain Generalization 30 Apr 2024 renytek13/Soft-Prompt-Generation-with-CGAN/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
ChEX: Interactive Localization and Region Description in Chest X-rays 24 Apr 2024 philip-mueller/chex/src/chexzero/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering 24 Apr 2024 Alexander-Yao/Multi-MaP/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt 17 Apr 2024 jamie-cheung/lsast/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
RankCLIP: Ranking-Consistent Language-Image Pretraining 15 Apr 2024 jam1ezhang/rankclip/pkgs/openai/tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
PMG : Personalized Multimodal Generation with Large Language Models 7 Apr 2024 Suikasxt/PMG/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation 12 Apr 2024 sinahmr/naclip/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning 6 Apr 2024 shishicode/agot/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Which Model Generated This Image? A Model-Agnostic Approach for Origin Attribution 3 Apr 2024 uwFengyuan/OCC-CLIP/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Unleash the Potential of CLIP for Video Highlight Detection 2 Apr 2024 dhk1349/HL-CLIP/run_on_video/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Prompt Learning via Meta-Regularization 1 Apr 2024 mlvlab/ProMetaR/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning 31 Mar 2024 kding1225/VLPT-OOD/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models 26 Mar 2024 YBZh/DMN/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Few-Shot Adversarial Prompt Learning on Vision-Language Models 21 Mar 2024 lionel-w2/FAP/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation 21 Mar 2024 cubeyoung/OTSeg/models/segmentor/untils.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion 21 Mar 2024 hee-suk-yoon/C-TPT/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition 20 Mar 2024 liuziyu77/rar/CLIP-Cls/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Enhancing Vision-Language Few-Shot Adaptation with Negative Learning 19 Mar 2024 zhangce01/dualadapter/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models 19 Mar 2024 elaine-sui/tps/model/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images 19 Mar 2024 mediabrain-sjtu/mvfa-ad/CLIP/tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Meta-Prompting for Automating Zero-shot Visual Recognition with LLMs 18 Mar 2024 jmiemirza/meta-prompting/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Quality-Aware Image-Text Alignment for Real-World Image Quality Assessment 17 Mar 2024 miccunifi/qualiclip/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only
Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery 15 Mar 2024 enguangw/get/clip/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted MIT (permissive)
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension 12 Mar 2024 zh460045050/v2l-tokenizer/models/global_encoder/simple_tokenizer.py 98f385d847636a3e ran · our draft was wrong fingerprinted no licence file found · pointer only

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