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Normalize

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

Normalize appears in the code Syntology harvested for 154 papers, as 41 distinct code bodies found in 157 places (a place is one code body under one paper). At least one of them ran in 144 of the papers; 16 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 Normalize 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 32 of the 41 distinct code bodies named Normalize; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
10ran · our draft was wrong
1ran · fixture could not drive it
21ran
9unverified
16fingerprinted

Licence is a property of each copy, so it is counted per place: 66 of the 157 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 154 (newest first; the JSON twin carries all 157 places); 101 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 12 papers added by Syntology; 7 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
AlphaOracle: Oracle bone script decipherment via human-workflow-inspired deep learning added by Syntology 2026-07 (from id) Yuliang-Liu/AlphaOracle/models/Morphological_analysis/OBSD/unet.py c3a6b977022957cb ran · our draft was wrong Apache-2.0 (permissive)
AI for Cultural Heritage Textiles: Fine-Tuned Latent Diffusion for Novel Ulos Motif Synthesis added by Syntology 2026-07 (from id) CompVis/latent-diffusion/ldm/modules/diffusionmodules/model.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
Sample-wise Targeted Adversarial Attacks on Test-time Adaptation added by Syntology 2026-05 (from id) Restuccia-Group/tta-adv/tta_attack/dia.py a42aea7cb3de31cc ran · metamorphic tier: invariant fingerprinted no licence file found · pointer only
Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers added by Syntology 2026-05 (from id) Feng-Hong/WINO-DLLM/MMaDA/models/common_modules.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
HATS: An Open data set Integrating Human Perception Applied to the Evaluation of Automatic Speech Recognition Metrics added by Syntology 2026-04 (from id) kaldi-asr/kaldi/egs/callhome_diarization/v1/diarization/calc_cossim_scores.py abc30d7926958f74 ran licence not identified · pointer only
Noise-Adaptive Diffusion Sampling for Inverse Problems Without Task-Specific Tuning added by Syntology 2026-04 (from id) NA-HMC/NA-HMC/models/diffusion.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
Adapting in the Dark: Efficient and Stable Test-Time Adaptation for Black-Box Models added by Syntology 2026-04 (from id) yunbeizhang/BETA/tta_library/beta.py f0f308568d66a498 ran · metamorphic tier: deterministic fingerprinted MIT (permissive)
Step-Wise Refusal Dynamics in Autoregressive and Diffusion Language Models added by Syntology 1 Feb 2026 shuita2333/PAD-codes/MMaDA-PAD/models/common_modules.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
Inference-Time Scaling for Visual AutoRegressive modeling by Searching Representative Samples added by Syntology 2026-01 (from id) WD7ang/VAR-Scaling/VAR-main/models/basic_vae.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
Pragmatic Heterogeneous Collaborative Perception via Generative Communication Mechanism added by Syntology 2025-10 (from id) jeffreychou777/GenComm/opencood/models/gencomm_modules/cond_diff.py f60cc89459de85bb ran · our draft was wrong licence not identified · pointer only
Orochi: Versatile Biomedical Image Processor added by Syntology 2025-09 (from id) BioMedAI-UCSC/InverseSR/project/models/aekl_no_attention.py 82a29e364cc8e028 unverified Apache-2.0 (permissive)
Does FLUX Already Know How to Perform Physically Plausible Image Composition? added by Syntology 2025-09 (from id) identical code first harvested elsewhere 9fcdaa6e423e8aa7 ran · our draft was wrong licence of this copy not recorded
arXiv:2507.21844 2025-07 (from id) VISION-SJTU/RSD/distillers/rsd.py a770df940e6278bf ran · our draft was wrong fingerprinted no licence file found · pointer only
The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs 15 Jul 2025 zichenwen1/dija/MMaDA/models/common_modules.py c3a6b977022957cb ran · our draft was wrong Apache-2.0 (permissive)
Flow-Anchored Consistency Models 4 Jul 2025 ali-vilab/FACM/ldit/autoencoder.py 9fcdaa6e423e8aa7 ran · our draft was wrong Apache-2.0 (permissive)
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning 29 May 2025 showlab/unirl/models/common_modules.py c3a6b977022957cb ran · our draft was wrong Apache-2.0 (permissive)
GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning 22 May 2025 gogoduan/got-r1/src/models/vq_model.py 01b5cf639b6bac89 ran · our draft was wrong no licence file found · pointer only
MMaDA: Multimodal Large Diffusion Language Models 21 May 2025 Gen-Verse/MMaDA/models/common_modules.py c3a6b977022957cb ran · our draft was wrong MIT (permissive)
UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens 20 May 2025 arctanxarc/unictokens/models/common_modules.py c3a6b977022957cb ran · our draft was wrong Apache-2.0 (permissive)
MVAR: Visual Autoregressive Modeling with Scale and Spatial Markovian Conditioning 19 May 2025 labshuhanggu/mvar/models/basic_vae.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
Unified Continuous Generative Models 12 May 2025 LINs-Lab/UCGM/autoencs/autoencoder.py 9fcdaa6e423e8aa7 ran · our draft was wrong Apache-2.0 (permissive)
REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers 14 Apr 2025 identical code first harvested elsewhere 9fcdaa6e423e8aa7 ran · our draft was wrong licence of this copy not recorded
VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning 3 Apr 2025 VARGPT-family/VARGPT/vargpt_llava/var_model/models/basic_vae.py 9fcdaa6e423e8aa7 ran · our draft was wrong Apache-2.0 (permissive)
Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing 25 Mar 2025 ruiyi-w/learning-hazing-to-dehazing/diffbir/model/attention.py c3a6b977022957cb ran · our draft was wrong Apache-2.0 (permissive)
Halton Scheduler For Masked Generative Image Transformer 21 Mar 2025 valeoai/halton-maskgit/Network/vq_model.py 01b5cf639b6bac89 ran · our draft was wrong MIT (permissive)
arXiv:2503.12450 2025-03 (from id) feihongyan1/LazyMAR/models/vae.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
Autoregressive Image Generation with Randomized Parallel Decoding 13 Mar 2025 hp-l33/ARPG/models/vq_model.py 01b5cf639b6bac89 ran · our draft was wrong MIT (permissive)
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models 11 Mar 2025 hustvl/omnimamba/llamagen_tokenizer/vqgan/layer.py c3a6b977022957cb ran · our draft was wrong MIT (permissive)
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models 11 Mar 2025 hustvl/omnimamba/llamagen_tokenizer/tokenizer_image/vq_model.py 01b5cf639b6bac89 ran · our draft was wrong MIT (permissive)
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles 5 Mar 2025 showlab/DoraCycle/models/common_modules.py c3a6b977022957cb ran · our draft was wrong Apache-2.0 (permissive)
FlexVAR: Flexible Visual Autoregressive Modeling without Residual Prediction 27 Feb 2025 jiaosiyu1999/FlexVAR/models/vq_llama.py 01b5cf639b6bac89 ran · our draft was wrong MIT (permissive)
Visual Autoregressive Modeling for Image Super-Resolution 31 Jan 2025 qyp2000/varsr/models/basic_vae.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
BiDM: Pushing the Limit of Quantization for Diffusion Models 8 Dec 2024 Xingyu-Zheng/BiDM/bidm-cifar/models/diffusion_bidm.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis 5 Dec 2024 FoundationVision/VAR/models/basic_vae.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs 24 Nov 2024 0606zt/panollama/image_tokenizer/vq_model.py 01b5cf639b6bac89 ran · our draft was wrong no licence file found · pointer only
Continuous Speculative Decoding for Autoregressive Image Generation 18 Nov 2024 markxcloud/cspd/models/vae.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation 15 Nov 2024 oliverrensu/mvar/models/basic_vae.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
MureObjectStitch: Multi-reference Image Composition 12 Nov 2024 bcmi/mureobjectstitch-image-composition/ldm/modules/diffusionmodules/model.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis 11 Nov 2024 leaplabthu/enat/libs/autoencoder.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding 28 Oct 2024 xmed-lab/GPTrack/models/GPTrack_2D.py 21e7cb7a2f6a4d86 unverified no licence file found · pointer only
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance 17 Oct 2024 jiwanhur/unlockmgm/muse/modeling_movq.py 4c71b9128b894511 unverified no licence file found · pointer only
FlashAudio: Rectified Flows for Fast and High-Fidelity Text-to-Audio Generation 16 Oct 2024 Text-to-Audio/AudioLCM/ldm/models/autoencoder1d.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer 14 Oct 2024 mit-han-lab/hart/hart/modules/networks/basic_vae.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy 13 Oct 2024 horseee/deepcache/experiments/ddpm/ddpm/models/deepcache_diffusion.py 4a2c147231aea71b unverified Apache-2.0 (permissive)
Restructuring Vector Quantization with the Rotation Trick 8 Oct 2024 cfifty/rotation_trick/src/modules/blocks.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling 29 Aug 2024 jishengpeng/wavtokenizer/decoder/models.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
Scalable Autoregressive Image Generation with Mamba 22 Aug 2024 hp-l33/aim/models/stage1/vq_model.py 01b5cf639b6bac89 ran · our draft was wrong MIT (permissive)
Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness 16 Aug 2024 hfmei/idc/IDC-BPDA/ddpm/unet_ddpm.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
HAIR: Hypernetworks-based All-in-One Image Restoration 15 Aug 2024 toummHus/HAIR/utils/ResNet.py 6898a9a13d3e78e9 unverified no licence file found · pointer only
Data Generation Scheme for Thermal Modality with Edge-Guided Adversarial Conditional Diffusion Model 7 Aug 2024 lengmo1996/ECDM/ecdm/modules/diffusionmodules/simple_unet.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
VAR-CLIP: Text-to-Image Generator with Visual Auto-Regressive Modeling 2 Aug 2024 daixiangzi/var-clip/models/basic_vae.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Few-shot Defect Image Generation based on Consistency Modeling 1 Aug 2024 ffdd-diffusion/defectdiffu/autoencoder.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Temporal Feature Matters: A Framework for Diffusion Model Quantization 28 Jul 2024 modeltc/tfmq-dm/ddim/models/diffusion.py c3a6b977022957cb ran · our draft was wrong Apache-2.0 (permissive)
Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems 15 Jul 2024 hj-harry/ddip3d/guided_diffusion/models.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
PSC: Posterior Sampling-Based Compression 13 Jul 2024 noamelata/AdaSense/models/diffusion.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training 12 Jul 2024 yunshuwu/ContrastiveDiffusionLoss/network_arch/ema_ddpm_unet.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models 12 Jul 2024 jianghaiscu/lightendiffusion/models/unet.py d1da811331d9c0bc ran no licence file found · pointer only
Read, Watch and Scream! Sound Generation from Text and Video 8 Jul 2024 naver-ai/rewas/audioldm/diffusionmodules/model.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
PicoAudio: Enabling Precise Timestamp and Frequency Controllability of Audio Events in Text-to-audio Generation 2024-07 (from id) picoaudio/picoaudio/picoaudio/audioldm/variational_autoencoder/modules.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text 25 Jun 2024 imlixinyang/director3d/modules/vae_hacked.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization 13 Jun 2024 qihao067/DiMR/libs/autoencoder.py 9fcdaa6e423e8aa7 ran · our draft was wrong Apache-2.0 (permissive)
MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models 7 Jun 2024 schowdhury671/melfusion/audioldm/variational_autoencoder/modules.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Deciphering Oracle Bone Language with Diffusion Models 2 Jun 2024 guanhaisu/OBSD/OBS_Diffusion/models/unet.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching 1 Jun 2024 cyanbx/Frieren-V2A/Frieren/cfm/models/autoencoder1d.py 9fcdaa6e423e8aa7 ran · our draft was wrong Apache-2.0 (permissive)
Prompt-guided Precise Audio Editing with Diffusion Models 11 May 2024 haoheliu/audioldm/audioldm/variational_autoencoder/modules.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability 27 May 2024 opendrivelab/vista/vwm/models/diffusion.py 4c0a080d5b99b21b ran · our draft was wrong Apache-2.0 (permissive)
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher 23 May 2024 sony/pagoda/cm/sd_model.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
Uni-MoE: Scaling Unified Multimodal LLMs with Mixture of Experts 18 May 2024 hitsz-tmg/umoe-scaling-unified-multimodal-llms/Uni-MoE-2/decoder/models.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems 17 May 2024 hanyu-chen373/deepdataconsistency/guided_diffusion/models.py c3a6b977022957cb ran · our draft was wrong MIT (permissive)
DiffAM: Diffusion-based Adversarial Makeup Transfer for Facial Privacy Protection 16 May 2024 HansSunY/DiffAM/models/ddpm/diffusion.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
TAVGBench: Benchmarking Text to Audible-Video Generation 22 Apr 2024 opennlplab/tavgbench/audioldm/variational_autoencoder/modules.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer 21 Apr 2024 kepengxu/PGTFormer/archs/rqvae_arch.py c3a6b977022957cb ran · our draft was wrong 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/cldm/sanet.py c3a6b977022957cb ran · our draft was wrong Apache-2.0 (permissive)
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction 3 Apr 2024 EkaterinaXie/LiteVAR/models/basic_vae.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models 2 Apr 2024 identical code first harvested elsewhere 9fcdaa6e423e8aa7 ran · our draft was wrong licence of this copy not recorded
QNCD: Quantization Noise Correction for Diffusion Models 28 Mar 2024 huanpengchu/qncd/ddim/models/diffusion.py c3a6b977022957cb ran · our draft was wrong MIT (permissive)
Tuning-Free Image Customization with Image and Text Guidance 19 Mar 2024 zrealli/TIGIC/ldm/modules/diffusionmodules/model.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
Rethinking Multi-view Representation Learning via Distilled Disentangling 16 Mar 2024 Guanzhou-Ke/MRDD/src/models/mrdd.py 9cc982ae717b7ef6 ran · our draft was wrong MIT (permissive)
DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers 15 Mar 2024 nus-hpc-ai-lab/opendit/videosys/models/autoencoders/autoencoder_kl_open_sora_plan_v110.py 9fcdaa6e423e8aa7 ran · our draft was wrong Apache-2.0 (permissive)
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension 12 Mar 2024 zh460045050/v2l-tokenizer/models/encoder_decoder.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering 8 Mar 2024 codegoat24/primecomposer/ldm/modules/diffusionmodules/model.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
3DTopia: Large Text-to-3D Generation Model with Hybrid Diffusion Priors 4 Mar 2024 3dtopia/3dtopia/module/model_2d.py 9fcdaa6e423e8aa7 ran · our draft was wrong Apache-2.0 (permissive)
UniTS: A Unified Multi-Task Time Series Model 29 Feb 2024 thuml/Time-Series-Library/models/TimeMixer.py d85e5a2fd0a672ba ran · metamorphic tier: deterministic MIT (permissive)
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching 21 Feb 2024 nvlabs/t-stitch/dit/autoencoder.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance 27 Dec 2023 tirer-lab/ddpg/guided_diffusion/models.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
On Inference Stability for Diffusion Models 19 Dec 2023 vinairesearch/sa-dpm/models/diffusion.py c3a6b977022957cb ran · our draft was wrong AGPL-3.0 (copyleft) · pointer only
Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method 19 Dec 2023 hanshuyan/adjointdpm/ddpm_and_guided-diffusion/models/diffusion.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization 13 Dec 2023 UT-Mao/Initial-Noise-Construction/ldm/modules/diffusionmodules/model.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Kandinsky 3.0 Technical Report 6 Dec 2023 ai-forever/kandinsky-3/kandinsky3/movq.py 700c2e349b1df086 unverified Apache-2.0 (permissive)
CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model 30 Nov 2023 zengjianhao/cat-dm/ldm/modules/diffusionmodules/model.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
Wavelet-based Fourier Information Interaction with Frequency Diffusion Adjustment for Underwater Image Restoration 28 Nov 2023 zhihefang/wf-diff/basicsr/models/Wfdiff_model.py 29b74807841606b3 ran fingerprinted no licence file found · pointer only
SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution 27 Nov 2023 xpixelgroup/diffbir/diffbir/model/attention.py c3a6b977022957cb ran · our draft was wrong Apache-2.0 (permissive)
Deep Equilibrium Diffusion Restoration with Parallel Sampling 20 Nov 2023 caojiezhang/deqir/models/diffusion.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
Optimal Transport-Guided Conditional Score-Based Diffusion Models 2 Nov 2023 XJTU-XGU/OTCS/functions/models.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification 27 Oct 2023 kangmintong/DiffAttack/DiffAttack_DDPM_Based/ddpm/unet_ddpm.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference 17 Oct 2023 karrykkk/BayesDiff/ddpm_and_guided/models/diffusion.py c3a6b977022957cb ran · our draft was wrong no licence file found · pointer only
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation 9 Oct 2023 bornfly-detachment/asymmetric_magvitv2/models/modules/ops.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)
PathLDM: Text conditioned Latent Diffusion Model for Histopathology 1 Sep 2023 cvlab-stonybrook/pathldm/ldm/modules/diffusionmodules/model.py 9fcdaa6e423e8aa7 ran · our draft was wrong no licence file found · pointer only
InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model 23 Aug 2023 biomedai-ucsc/inversesr/project/models/aekl_no_attention.py 82a29e364cc8e028 unverified Apache-2.0 (permissive)
MatFuse: Controllable Material Generation with Diffusion Models 22 Aug 2023 giuvecchio/matfuse-sd/src/diffusers_pipeline/vae_matfuse.py 4950c5f467f89676 ran MIT (permissive)
ControlCom: Controllable Image Composition using Diffusion Model 19 Aug 2023 bcmi/controlcom-image-composition/ldm/modules/diffusionmodules/model.py 9fcdaa6e423e8aa7 ran · our draft was wrong MIT (permissive)

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