Popular GitHub Repositories for Gssoc 25

AdalFlow: The library to build & auto-optimize LLM applications.

[CVPR'25] Official Implementations for Paper - MagicQuill: An Intelligent Interactive Image Editing System

Leaked GPTs Prompts Bypass the 25 message limit or to try out GPTs without a Plus subscription.

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. ?25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. ? Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

[ARXIV'25] ReCamMaster: Camera-Controlled Generative Rendering from A Single Video

Developer friendly Natural Language Processing ?

[IEEE RA-L'25] NavRL: Learning Safe Flight in Dynamic Environments (NVIDIA Isaac/Python/ROS1/ROS2)

Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。

Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案

Deep Learning Simplified is an Open-source repository, containing beginner to advance level deep learning projects for the contributors, who are willing to start their journey in Deep Learning. Devfolio URL, https://devfolio.co/projects/deep-learning-simplified-f013

[WACV'25 Oral] Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think

[ICLR'25] BigCodeBench: Benchmarking Code Generation Towards AGI

[CVPR'25] RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness

[ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

Neural Search

Merge models with separate rate for each 25 U-Net block (input, middle, output). Extension for Stable Diffusion UI by AUTOMATIC1111

[ICLR'25 Oral] UGround: Universal GUI Visual Grounding for GUI Agents

[IEEE RA-L'25] Intent Prediction-Driven Model Predictive Control for UAV Planning and Navigation in Dynamic Environments (C++/ROS)

MambaGlue: Fast and Robust Local Feature Matching With Mamba @ ICRA'25

[ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration