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"transformer" Awesome Lists

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

attention-mechanism attention-mechanisms awesome-list computer-vision deep-learning detr papers self-attention transformer transformer-architecture

4,621 stars
489 forks
2,160 projects

Last updated: 29 Oct 2024

Awesome-Visual-Transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

detr transformer transformer-awesome transformer-cv transformer-with-cv visual-transformer

3,267 stars
390 forks
476 projects

Last updated: 18 May 2024

awesome-DeepLearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

bert classification cnn detection dqn dssm dynabert gan nlp pose

2,863 stars
825 forks
143 projects

Last updated: 06 Jun 2024

awesome-transformer-nlp

A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.

attention-mechanism awesome awesome-list bert chatgpt gpt-2 gpt-3 gpt-4 language-model llama

1,054 stars
129 forks
307 projects

Last updated: 11 Aug 2024

Awesome-LLM-Long-Context-Modeling

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

agent awsome-list benchmark blogs compress evaluation large-language-models length-extrapolation llm long-context-modeling

954 stars
35 forks
1,193 projects

Last updated: 29 Oct 2024

openstl

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

artificial-intelligence attention-mechanism awesome-list awesome-lists benchmark computer-vision deep-learning mlp predictive-learning pytorch

846 stars
134 forks
43 projects

Last updated: 05 Feb 2025

awesome-graph-transformer

Papers about graph transformers.

deep-learning graph-mining graph-neural-networks graph-transformer machine-learning transformer transformers

830 stars
72 forks
93 projects

Last updated: 05 Feb 2025

Awesome-Parameter-Efficient-Transfer-Learning

Collection of awesome parameter-efficient fine-tuning resources.

awesome-list computer-vision deep-learning parameter-efficient-fine-tuning pre-trained-models survey transfer-learning transformer

464 stars
12 forks
121 projects

Last updated: 14 Oct 2024

awesome-transformer-search

A curated list of awesome resources combining Transformers with Neural Architecture Search

neural-architecture-search transformer

263 stars
28 forks
70 projects

Last updated: 18 Jan 2025

Transformer_Tracking

This repository is a paper digest of Transformer-related approaches in visual tracking tasks.

awesome-list cvpr eccv iccv neurips ob object-tracking paper-list single-object-tracking tracking

213 stars
20 forks
239 projects

Last updated: 15 Apr 2024

Awesome-Transformer-in-Medical-Imaging

[MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

attention-mechanism awesome-list computer-vision deep-learning medical-image-segmentation segmentation transformer transformers vision-transformer vit

140 stars
18 forks
81 projects

Last updated: 20 May 2024

ATPapers

Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力机制、Transformer和预训练语言模型论文与相关资源集合

attention-mechanism awesome bert pretrained-language-model transformer

131 stars
13 forks
352 projects

Last updated: 12 Jul 2024

awesome-typescript-ecosystem

😎 A list of awesome TypeScript transformers, plugins, handbooks, etc

awesome awesome-list list plugin transformer typescript

128 stars
8 forks
45 projects

Last updated: 10 Oct 2024

awesome-ai4molconformation-md

List of molecules (small molecules, RNA, peptide, protein, enzymes, antibody, and PPIs) conformations and molecular dynamics (force fields) using generative artificial intelligence and deep learning

active-learning amber enzymes flow force-fields gan gnns gromacs llm lstm-neural-networks

117 stars
12 forks
263 projects

Last updated: 30 Oct 2024

awesome-khmer-language

A large collection of Khmer language resources. Khmer is a language used by Cambodia.

ai cambodia cambodian g2p khmer khmer-dataset khmer-language khmer-nlp khmer-research khmer-resource

59 stars
14 forks
162 projects

Last updated: 15 May 2024

Visual-Transformer-Paper-Summary

Summary of Transformer applications for computer vision tasks.

attention attention-visualization awesome computer-vision detr papers segmentation survey transformer transformer-networks

58 stars
6 forks
117 projects

Last updated: 12 Oct 2024

awesome-transformer

This repo is not maintained. For latest version, please visit https://github.com/ictnlp. A collection of transformer's guides, implementations and variants.

awesome deep-learning encoder-decoder nmt transformer

42 stars
4 forks
48 projects

Last updated: 04 Jan 2024

awesome_vision_transformer

Implementation of vision transformer. ⭐⭐⭐

deep-learning paper transformer transformer-task vision-transformers

32 stars
7 forks
200 projects

Last updated: 24 Dec 2024

awesome-360-depth-estimation

State-of-the-art papers for depth estimation of 360 images.

equirectangular-panorama monocular-depth-estimation transformer

28 stars
1 forks
53 projects

Last updated: 19 May 2024

awesome-anchor-free-object-detection

A collection of some awesome public Anchor-Free object detection series projects.

anchor-free attention centernet cornernet detr fcos nanodet object-detection transformer yolo

23 stars
3 forks
46 projects

Last updated: 05 Dec 2024

awesome-llm

Curated list of open source and openly accessible large language models

alpaca bloom chatgpt chatgpt-alternative chatgpt-alternatives chatllama gpt gpt-j koala llama

21 stars
9 forks
34 projects

Last updated: 10 Apr 2024

Awesome-LLM-Productization

Awesome-LLM-Productization: a curated list of tools/tricks/news/regulations about AI and Large Language Model (LLM) productization

ai awesome awesome-list large-language-models llm llm-inference llm-serving llmops machine-learning mlops

19 stars
3 forks
53 projects

Last updated: 29 Apr 2024

moe-paper-models

A sumary of MoE experimental setups across a number of different papers.

awesome-list language-model machine-learning machine-translation mixture-of-experts moe papers transformer transformers

17 stars
1 forks
64 projects

Last updated: 23 Dec 2024

awesome-Transformers-For-Segmentation

Semantic segmentation is an important job in computer vision, and its applications have grown in popularity over the last decade.We grouped the publications that used various forms of segmentation in this repository. Particularly, every paper is built on a transformer.

computer-vision encoder-decoder instance-segmentation multihead-attention segmentation self-attention semantic-segmentation transformer

16 stars
0 forks
208 projects

Last updated: 01 Jun 2024

awesome-transformer-visualization

Explore visualization tools for understanding Transformer-based large language models (LLMs)

attention-mechanism awesome bert explainable-ai gemma interactive interactive-visualizations large-language-models llm mechanistic-interpretability

9 stars
1 forks
30 projects

Last updated: 04 Feb 2025

awesome-bytecode

Awesome list for binary

assembly assembly-x86 awesome awesome-list awesome-lists binary code codegen transformer

8 stars
2 forks
39 projects

Last updated: 20 Dec 2024

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resource 16 articles 16 webgl 16 representation-learning 16 statistics 16 image-processing 16 mlops 16 curated 16 optimization 16 microservices 16 bert 16 language 16 code 16 distributed-systems 15 aigc 15 pentest 15 mysql 15 generative-art 15 ros 15 software-development 15 big-data 15 transformers 15 autonomous-vehicles 15 graphics 15 vuejs 15 machinelearning 15 3d 15 analytics 15 foundation-models 15 technology 15 nextjs 15 cloud-native 15 recommender-system 14 selfhosted 14 telegram 14 prompt 14 detection 14 mac 14 devsecops 14 terminal 14 data-engineering 14 dart 14 nerf 14 readme 14 data-structures 14 icons 14 speech-recognition 13 performance 13 generative-adversarial-network 13 open-data 13 dotnet-core 13 backend 13 multimodal-deep-learning 13 malware-analysis 13 laravel 13 cms 13 remote-sensing 13 foss 13 monitoring 13 unicorns 13 p2p 13 dapp 13 gis 13 webassembly 13 microservice 13 finance 13 swiftui 13 seo 13 deep-reinforcement-learning 13 animation 13 elasticsearch 13 image 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