Jittor代码实现统计表

Last updated on Jan 12, 2026

Sprouts-Jittor

新芽式的考核（新芽训练营、大组保研）均需采用 Jittor 复现代码。本 Repo 收集整理一些目前已有的 Jittor 开源代码，从而可以方便正在接受考核的同学尽量避免重复实现已有 Jittor 代码的工作。需要注意的是，本 Repo 收集的并不全面，对于具体工作，还请更大范围搜索后再判定是否适合作为考核选题。

更新日期：2026.1.12

1 基础网络架构

Year	Venue	Model	Document Title	代码地址	事由
2017	ICCV	DCN	Deformable Convolutional Networks	https://github.com/x-y20/jittor-dcn	保研
2021	ICCV	Swin Transformer	Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows	https://github.com/Miaehal/jt_pytorch_swin	保研

2 持续学习

Year	Venue	Model	Document Title	代码地址	事由
2016	ECCV	LWF	Learning Without Forgetting	https://github.com/kira9339/jittor_lwf	新芽
2018	CVPR	PackNet	PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning	https://github.com/Fun-James/PackNet-Jittor	新芽
2022	CVPR	L2P	Learning to Prompt for Continual Learning	https://github.com/paraliine/l2p-jittor	保研
2022	CVPR	L2P	Learning to Prompt for Continual Learning	https://github.com/chillybreeze-hao/l2p_jittor	保研
2023	NeurIPS	RanPAC	RanPAC: Random Projections and Pre-trained Models for Continual Learning	https://github.com/Fluoroantimonic-H/RanPAC-jittor	保研
2025	CVPR	MoAL	Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning	https://github.com/thirwave/MoalJt	保研
2025	CVPR	ResNet-50	Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping	https://github.com/Sitaye/GDDSG-Jittor	保研

3 图像重建与复原

Year	Venue	Model	Document Title	代码地址	事由
2021	CVPR	LIIF	Learning Continuous Image Representation with Local Implicit Image Function	https://github.com/a1ei/liif_jittor	保研
2021	CVPR	LIIF	Learning Continuous Image Representation with Local Implicit Image Function	https://github.com/WindATree/LIIF-Jittor	保研
2023	CVPR	DNF	DNF: Decouple and Feedback Network for Seeing in the Dark	https://github.com/RRRRReus/DNF-Jittor-Reproduction	保研
2022	CVPR	Blind2Unblind	Blind2Unblind: Self-Supervised Image Denoising with Visible Blind Spots	https://github.com/Qu-a-n/B2UwithJittor	保研
2024	TPAMI	Flow_PWC	Self-Supervised Deep Blind Video Super-Resolution	https://github.com/Athena-Re/Self-Blind-VSR-with-Jittor	保研

4 图像编辑

Year	Venue	Model	Document Title	代码地址	事由
2020	CVPR	HiSD	Fine-grained Portrait Attribute Editing	https://github.com/XLINYIN/HiSD-Jittor	保研
2022	CVPR	Imagen	Prompt-to-Prompt Image Editing with Cross-Attention Control	https://github.com/NJUST-wyx/20---prompt-to-prompt	保研

5 图像分割

Year	Venue	Model	Document Title	代码地址	事由
2020	CVPR	SINet	Camouflaged Object Detection: From Method to Cognition	https://github.com/WUKEYINGING/Jittor-SINet-WKY	保研
2021	CVPR	PFNet	Camouflaged Object Segmentation With Distraction Mining	https://github.com/ejekess/PFNet_jittor	保研

6 多模态融合

Year	Venue	Model	Document Title	代码地址	事由
2023	Information Fusion	PSFusion	Rethinking the necessity of image fusion in high-level vision tasks: A practical infrared and visible image fusion network based on progressive semantic injection and scene fidelity	https://github.com/yzbcs/PSFusionJittor	保研
2024	ECAI	SFDFusion	SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion	https://github.com/yvxinn/SFDFusion_jittor	新芽
2025	CVPR	SelfGIFNet	One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion	https://github.com/Kallen6669/SelfGIFNet	保研

7 通用目标检测

Year	Venue	Model	Document Title	代码地址	事由
2015	NeurIPS	Faster R-CNN	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	https://github.com/arianna-h/exam_jittor	保研
2015	NeurIPS	Faster R-CNN	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	https://github.com/wwiinndd/TwoStageDeteciton	保研
2015	NeurIPS	Faster R-CNN	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	https://github.com/Holysmiles/faster_rcnn_jittor	保研
2017	CVPR	RetinaNet	Focal Loss for Dense Object Detection	https://github.com/Running-Turtle1/jittor-retinanet	保研
2020	ECCV	DETR	End-to-End Object Detection with Transformers	https://github.com/Ber0ton/DETR-Jittor-and-Pytorch/	保研
2021	CVPR	GFL V2	Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection	https://github.com/FuZhongyuan/GFocalV2	保研
2021	GitHub开源社区	NanoDet-Plus	https://github.com/RangiLyu/nanodet	https://github.com/kyc001/NanoDet	新芽

8 小样本学习（分类、分割、检测）

Year	Venue	Model	Document Title	代码地址	事由
2015	MICCAI	UNet	U-Net: Convolutional Networks for Biomedical Image Segmentation	https://github.com/xyt732/xyt	保研
2020	Neurocomputing	ResNet-50	Revisiting Metric Learning for Few-Shot Image Classification	https://github.com/withernova/Revisiting_Metric_Learning_for_Few-Shot_Image_Classification/tree/ori_essay	保研
2023	ArXiv	FS-MedSAM2	FS-MedSAM2: Exploring the Potential of SAM2 for Few-Shot Medical Image Segmentation without Fine-tuning	https://github.com/MasterAlphZero/JtToFSMedSAM2	保研
2023	TIM	CPANet	Cross Position Aggregation Network for Few-shot Strip Steel Surface Defect Segmentation	https://github.com/ZSLsherly/CPANet-Pytorch-Jittor/tree/master/CPANet	保研
2023	TIM	CPANet	Cross Position Aggregation Network for Few-shot Strip Steel Surface Defect Segmentation	https://github.com/qsb2333/JittorForCPANet
2023	MIDL	MedSegDiff	MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model	https://github.com/jarambler/MedSegDiff-Jittor	保研
2023	MIDL	MedSegDiff	MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model	https://github.com/XD-XXF/MedSegDiff-Jittor	保研
2023	ICCV	SCCAN	Self-Calibrated Cross Attention Network for Few-Shot Segmentation	https://github.com/AllenReder/SCCAN-jittor	保研

9 恶劣环境视觉感知

Year	Venue	Model	Document Title	代码地址	事由
2021	ICCV	DC-ShadowNet	DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network	https://github.com/Wang-Yi-Yu/Jittor_DC-ShadowNet	新芽
2024	CVPR	DAI-NET	Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation	https://github.com/HardenMYG/DAI-NET-jittor	新芽

10 图像生成模型

Year	Venue	Model	Document Title	代码地址	事由
2018	CVPR	StarGAN	Multi-modal Image Generation	https://github.com/lkhup/StarGan-Jittor	保研
2020	CVPR	StarGAN v2	StarGAN v2: Diverse Image Synthesis for Multiple Domains	https://github.com/SidneyLu/StarGAN2j	新芽
2020	CVPR	StarGAN v2	Multi-modal Image Generation	https://github.com/fwp101/stargan-v2-jittor	保研
2020	NeurIPS	DDPM	Denoising Diffusion Probabilistic Models	https://github.com/renren1988/jittor_diffusion	保研
2020	NeurIPS	DDPM	Denoising Diffusion Probabilistic Models	https://github.com/zyxiang2004/JitNoise	保研
2020	NeurIPS	DDPM	Denoising Diffusion Probabilistic Models	https://github.com/IOTXDY/Pytorch-and-Jittor-Implementations-of-Denoising-Diffusion-Probabilistic-Models	保研
2020	NeurIPS	DDPM	Denoising Diffusion Probabilistic Models	https://github.com/linyuxin666666/LYX_DDPM	保研
2021	ICLR	DDIM	Denoising Diffusion Implicit Models	https://github.com/AprilS6/ddpm_ddim_with_jittor_pytorch	保研
2021	ICLR	DDIM	Denoising Diffusion Implicit Models	https://github.com/MoonKirito/Jittor-DDIM	保研
2021	ICLR	DDIM	Denoising Diffusion Implicit Models	https://github.com/hupeach/DDIM	保研
2022	CVPR	LDM	High-Resolution Image Synthesis with Latent Diffusion Models	https://github.com/zhuhe3331/Jittor-LDM-MNIST	保研
2022	CVPR	LDM	High-Resolution Image Synthesis with Latent Diffusion Models	https://github.com/Hakurei-Reimu-Gensokyo/simple-ldm	保研
2022	NeurIPS	CFG	Classifier-Free Diffusion Guidance	https://github.com/Sunnet314159/CFG-Jittor	保研
2024	ICLR	SuppressEOT	Get What You Want, Not What You Don’t: Image Content Suppression for Text-to-Image Diffusion Models	https://github.com/PepaByte/SuppressEOT-Jittor	新芽
2025	ICLR	DiT-S/2	One Step Diffusion via Shortcut Models	https://github.com/yoshimatsuu/shortcut-models-jittor	保研

11 大语言模型

Year	Venue	Model	Document Title	代码地址	事由
2019	arxiv	LoRA on DistilBERT	DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter	https://github.com/github-haoyan/github-haoyan	保研
2022	ICLR	LoRA	LoRA: Low-Rank Adaptation of Large Language Models	https://github.com/thereflection84/GPT2_LoRA_Jittor	保研
2022	ICLR	LoRA	LoRA: Low-Rank Adaptation of Large Language Models	https://github.com/waywooKwong/LoRA-Jittor	保研
2022	ICLR	LoRA	LoRA: Low-Rank Adaptation of Large Language Models	https://github.com/Estella999/LoRA-jittor	保研
2023	arXiv	LLaMA	LLaMA: Open and Efficient Foundation Language Models	https://github.com/Hanrong-li/llama_jittor/tree/master	保研
2023	ICLR	ReAct	ReAct: Synergizing Reasoning and Acting in Language Models	https://github.com/peichenxi77/React	保研
2023	ICLR	ReAct	ReAct: Synergizing Reasoning and Acting in Language Models	https://github.com/August-Liu2004/ReAct-Jittor	保研

12 视觉语言大模型

Year	Venue	Model	Document Title	代码地址	事由
2022	ICLR	LoRA	LoRA: Low-Rank Adaptation of Large Language Models	https://github.com/zhenrys/LoRA-GPT2-E2E-pytorch-jittor/tree/master/by-jittor/NLG/src	保研
2019	Open Ai 博客	GPT2	Language Models are Unsupervised Multitask Learners	https://github.com/GsjResilient/lora_jittor	保研
2023	CVPR	EfficientViT	EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention	https://github.com/Scarlett19uyu/Efficientvitcls-jittor	保研
2023	ICLR	MoA	Vision-Language Large Models: Model Acceleration and Efficient Fine-tuning	https://github.com/MorningYin/MoA_Jittor	保研

13 遥感目标检测

Year	Venue	Model	Document Title	代码地址	事由
2022	TIP	UIUNet	UIU-Net: U-Net in U-Net for Infrared Small Object Detection	https://github.com/V-Ane/UIUNet	保研
2023	TIP	DNANet	Dense nested attention network for infrared small target detection	https://github.com/Sauruang/DNANet-Jittor-Implementation	保研
2023	TIP	DNANet	Dense Nested Attention Network for Infrared Small Target Detection	https://github.com/cicdean/Jittor-Implementation-of-DNANet	保研
2023	ICCV	LSKNet	Large Selective Kernel Network for Remote Sensing Object Detection	https://github.com/eptq00/JDet-Nanoputian	保研
2024	TGRS	L2SKNet	Saliency at the Helm: Steering Infrared Small Target Detection with Learnable Kernels	https://github.com/Yejiaxuan/L2SKNet-Jittor	保研
2024	CVPR	MSHNet	Infrared Small Target Detection with Scale and Location Sensitivity	https://github.com/Hareplace/MSHNet_jittor	保研

14 事件相机

Year	Venue	Model	Document Title	代码地址	事由
2023	AAAI	DMANet	Dual Memory Aggregation Network for Event-based Object Detection with Learnable Representation	https://github.com/DayDayupupu/DMANet_jittor	保研
2023	AAAI	DMANet	Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation	https://github.com/Yuyciciccc/DMANet-Jittor	保研

15 模型轻量化

Year	Venue	Model	Document Title	代码地址	事由
2021	CVPR	RepVGG	RepVGG: Making VGG-style ConvNets Great Again	https://github.com/NeikuiColacat/RepVGG-Jittor-CIFAR100	保研
2022	NeurIPS	DKD	Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation	https://github.com/xp-nb/Jittor_DKD	保研
2022	CVPR	DKD	Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation	https://github.com/Envy6163/DKD-Jittor.git	保研
2022	ICLR	Lora	Lora: Low-rank adaptation of large language models	https://github.com/xuzhichen139/LoRA-in-Jittor	新芽

16 提示学习

Year	Venue	Model	Document Title	代码地址	事由
2025	ICCV	ATPrompt	Advancing Textual Prompt Learning with Anchored Attributes	https://github.com/StarryAnastasius/Jittor_ATPrompt	新芽