…Recent work has explored self-evolving MAS that automatically optimize agent capabilities or communication topologies. However, existing methods either learn a topology that remains fixed at inference time or adapt only the…
…GitHub repository — both go a long way in helping the roadmap reach more of the community. Discussions and issues are equally welcome. arXiv: https://arxiv.org/abs/2604.28185 HF Daily Paper…
…View arXiv page View PDF Project page GitHub 21 Add to collection Community Welcome Wow! Genius! Text watermarking is important. I hope that stable research on it gets adopted so that communities…
…AI-generated summary Distributed blackbox consensus optimization is a fundamental problem in multi-agent systems, where agents must improve a global objective using only local objective queries and limited neighbor communication. Existing…
…View arXiv page View PDF GitHub 0 Add to collection Community Excited to share CIPER (Cross-view Image-retrieval and Pose-estimation transformER)! Cross-view geo-localization—locating a ground image via…
…Furthermore, we conclude by discussing limitations of the current implementation and outlining promising directions for future research, illustrating how ExoActor provides a scalable approach to modeling interaction-rich humanoid behaviors, potentially opening…
…Language, as the primary medium of human communication, forms the foundation of social interaction and behavior. Consequently, simulating conversational behavior has become a key area of study. Recent advancements in large language…
…AI-generated summary Commercial video generation systems such as Seedance2.0 and Veo3.1 have rapidly improved, strengthening the view that video generators may be evolving into " world simulators ." Yet the community…
…It could also discuss how developers can contribute to or build upon these models, aligning with the library’s modularity and community-driven approach. Recent Developments (as of January 2025): Given the…
…To benefit the broader vision community, LychSim will be made publicly available, including full source code and various data annotations. View arXiv page View PDF Project page GitHub 10 Add to collection…