19 papers

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1. Weight-Space Programming for Improving Image-Restoration Diffusion Models: Technical Conjectures and a Recursive Improvement Loop Zhuoran Zheng, Doubao · 3 Nov · cs.CV · uses weight-space
2. SKILL2STEER: One-Pass Hypernetwork for Mapping Natural-Language Skills to Low-Rank Post-Block Activation Shifts Ran Li, Lei Chen · 3 Nov · cs.LG · uses weight-space
3. Weight-space programming for auditing clinical decision networks Humza Nusrat, Omar Nusrat · 3 Nov · physics.med-ph, cs.AI · uses weight-space
4. The Behavioral Rate of Fine-Tuning: Compression as a Measure of Useful Information Joey David, Paul Caillon, Alexandre Allauzen · 4 Nov · cs.LG · uses weight-space
5. Compounding Physical RSI: Turning Execution Failure into Inherited Capability Yixuan Yang, Qiang Chen, Run Shao, Shuwei Dong et al. · 4 Nov · cs.RO · uses weight-space
6. WeightLoop: Weight-Space Programming with Experimental Feedback Mengran Li, Bo Li, Weijing Zhao, Chengyang Zhang et al. · 5 Nov · cs.LG · uses weight-space
7. Adapters as Data: The Latent Space of LoRAs Moritz Gr\"avinghoff, Konstantin Wehmeyer, Aron Asefaw, Boris Knyazev et al. · 5 Nov · cs.LG, cs.CV · uses weight-space
8. Can an LLM Actually Reason and Program about Neural Network's Weights or is it just memorization on steroids? Exploring "Weight-Space Programming" Nazmus Sakib Ahmed · 5 Nov · cs.LG, cs.AI · uses weight-space
9. FedReason: Large Language Models as Weight-Space Meta-Aggregators for Heterogeneous Federated Learning Ali Mohammadi Ruzbahani, Abbas Yazdinejad, Hadis Karimipour · 5 Nov · cs.CR, cs.AI · uses weight-space
10. Can LLMs Debug Robots by Editing Their Weights? Jusheng Zhang, Keze Wang, Liang Lin · 6 Nov · cs.RO, cs.AI · uses weight-space
11. Exploring Weight-Space Programming: Capabilities, Generalization, and Limitations Junru Hu, Cheng Tang, Wei Li, Hongze Zhu et al. · 6 Nov · cs.AI, cs.LG · uses weight-space
12. Can a Language Model Write the Weights? An Empirical Study of LLM-Written Scoring Networks for Column Generation and MILP Branching, with a Bus-Driver Scheduling Application Renan Butkeraites · 6 Nov · math.OC · uses weight-space
13. TensorMutation: Learning Weight-Space Mutations of Deep Learning Models on Neural Graphs Zaheed Ahmed, Philip Makedonski, Jens Grabowski · 6 Nov · cs.SE, cs.LG · uses weight-space
14. Zero-Shot Weight-Space Programming Across a Difficulty-Graded Ladder of Two-Player Games Eduardo C. Garrido-Merch\'an · 6 Nov · cs.AI · uses weight-space
15. Governed Self-Improvement for a Local-First Security Analyzer: Baseline Measurements and a Preregistered Evaluation Protocol for Tantular Cyber Raditio Ghifiardi, Rifny Rachman · 7 Nov · cs.CR · uses weight-space
16. The Truth Beneath the Tokens: Prompt-Space Recovery of Knowledge Edits in Language Models Manit Baser, Rachel Yeo Hui Min, Aditya Nawal, Dinil Mon Divakaran et al. · 7 Nov · cs.CL, cs.AI · uses weight-space
17. Enhancing Mathematical Reasoning in Turkish Large Language Models with Search-Based Inference and Model Merging Ahmed Zeer, Osama Shbib, Muzaffer Kaan Yuce, Himmet Toprak Kesgin et al. · 7 Nov · cs.CL, cs.AI · uses weight-space
18. Weight-Space Programming of Variational Quantum Circuits: Large Language Models Write Quantum Circuit Parameters Without an Optimizer Debarshi Kundu, Swaroop Ghosh, Vasant G Honavar · 8 Nov · quant-ph, cs.AI · uses weight-space
19. Weight-Space Programming of Policies and Their Verification via Model Checking Dennis Gross · 8 Nov · cs.AI, cs.LG · uses weight-space