ICLR 2025 Workshop MCDC Submissions

BICEC: Attachable Classification-Based Intelligent Control for Sustainable Computer Vision Systems
Jonathan Burton-Barr, Deepu Rajan, Basura Fernando
- Published: 06 Mar 2025, Last Modified: 04 Apr 2025
- MCDC @ ICLR 2025
- Readers: Everyone
Federated Circuits: A Unified Framework for Scalable and Efficient Federated Learning
Jonas Seng, Florian Peter Busch, Pooja Prasad, Devendra Singh Dhami, Martin Mundt, Kristian Kersting
- Published: 06 Mar 2025, Last Modified: 28 Mar 2025
- MCDC @ ICLR 2025
- Readers: Everyone
ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation
Rinon Gal, Adi Haviv, Yuval Alaluf, Amit Haim Bermano, Daniel Cohen-Or, Gal Chechik
- Published: 06 Mar 2025, Last Modified: 01 Apr 2025
- MCDC @ ICLR 2025
- Readers: Everyone
Hierarchical Subspaces of Policies for Continual Offline Reinforcement Learning
Anthony Kobanda, Rémy Portelas, Odalric-Ambrym Maillard, Ludovic Denoyer
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- MCDC @ ICLR 2025
- Readers: Everyone
Collective Model Intelligence Requires Compatible Specialization
Jyothish Pari, Samy Jelassi, Pulkit Agrawal
- Published: 06 Mar 2025, Last Modified: 05 Apr 2025
- MCDC @ ICLR 2025
- Readers: Everyone
NoEsis: A Modular LLM with Differentially Private Knowledge Transfer
Rob Romijnders, Stefanos Laskaridis, Ali Shahin Shamsabadi, Hamed Haddadi
- Published: 06 Mar 2025, Last Modified: 08 Apr 2025
- MCDC @ ICLR 2025
- Readers: Everyone
CAMEx: Curvature-aware Merging of Experts
Dung Viet Nguyen, Minh Hoang Nguyen, Luc Nguyen, Rachel S.Y. Teo, Tan Minh Nguyen, Linh Duy Tran
- Published: 06 Mar 2025, Last Modified: 04 Apr 2025
- MCDC @ ICLR 2025
- Readers: Everyone
Rethinking Decentralized Learning: Towards More Realistic Evaluations with a Metadata-Agnostic Approach
Tianyu Zhang, Lu Li, Tongtian Zhu, Suyuchen Wang, Can Wang, Yong Chen
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- MCDC @ ICLR 2025
- Readers: Everyone
Efficient Distributed Optimization under Heavy-Tailed Noise
Su Hyeong Lee, Manzil Zaheer, Tian Li
- Published: 06 Mar 2025, Last Modified: 22 Mar 2025
- MCDC @ ICLR 2025
- Readers: Everyone
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Weixin Liang, LILI YU, Liang Luo, Srini Iyer, Ning Dong, Chunting Zhou, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer, Xi Victoria Lin
- Published: 06 Mar 2025, Last Modified: 06 Mar 2025
- MCDC @ ICLR 2025
- Readers: Everyone