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1. OWD-AI/AutoAgents OWD-AI/AutoAgents Public

   [IJCAI 2024] Generate different roles for GPTs to form a collaborative entity for complex tasks.

   Python 1.5k 177

2. ARPL ARPL Public

   [TPAMI 2022] Adversarial Reciprocal Points Learning for Open Set Recognition

   Python 202 28

3. APR APR Public

   [ICCV 2021] Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain

   Python 81 9

4. PEESEgroup/EMSeek PEESEgroup/EMSeek Public

   [Science Advances 2026] Bridging Electron Microscopy and Materials Analysis with an Autonomous Agentic Platform

   Python 26 6

5. PEESEgroup/STEM2Crystal-Bench PEESEgroup/STEM2Crystal-Bench Public

   [KDD 2026 Oral] From Noisy STEM to Crystal Structure: Evidence-Structure CoDiffusion under Composition Constraints

   Python 1

6. OWD-AI/awesome-open-world-discovery OWD-AI/awesome-open-world-discovery Public

   Curated papers, official blogs, code, datasets and benchmarks for open-world discovery and learning agents

   TeX 1