{"total":16,"rows":[{"id":"2210.03310","title":"Scaling Forward Gradient With Local Losses","created":"2022-10-07","cited_by_count":65,"area":null},{"id":"2406.03372","title":"Training of Physical Neural Networks","created":"2024-06-05","cited_by_count":49,"area":null},{"id":"2304.11042","title":"Backpropagation-free Training of Deep Physical Neural Networks","created":"2023-04-20","cited_by_count":42,"area":null},{"id":"2306.06968","title":"Can Forward Gradient Match Backpropagation?","created":"2023-06-12","cited_by_count":26,"area":null},{"id":"2311.18130","title":"The Trifecta: Three simple techniques for training deeper Forward-Forward networks","created":"2023-11-29","cited_by_count":12,"area":null},{"id":"2404.06114","title":"Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey","created":"2024-04-09","cited_by_count":10,"area":null},{"id":"2407.05623","title":"Momentum Auxiliary Network for Supervised Local Learning","created":"2024-07-08","cited_by_count":10,"area":null},{"id":"2402.17318","title":"Scaling Supervised Local Learning with Augmented Auxiliary Networks","created":"2024-02-27","cited_by_count":9,"area":null},{"id":"2112.01637","title":"AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning","created":"2021-12-02","cited_by_count":8,"area":null},{"id":"2402.09050","title":"End-to-End Training Induces Information Bottleneck through Layer-Role Differentiation: A Comparative Analysis with Layer-wise Training","created":"2024-02-14","cited_by_count":8,"area":null},{"id":"2101.03419","title":"Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods","created":"2021-01-09","cited_by_count":5,"area":null},{"id":"2507.16279","title":"MAN++: Scaling Momentum Auxiliary Network for Supervised Local Learning in Vision Tasks","created":"2025-07-22","cited_by_count":3,"area":null},{"id":"2406.08115","title":"Resource Allocation and Workload Scheduling for Large-Scale Distributed Deep Learning: A Survey","created":"2024-06-12","cited_by_count":2,"area":null},{"id":"2411.02086","title":"Real-time and Downtime-tolerant Fault Diagnosis for Railway Turnout Machines (RTMs) Empowered with Cloud-Edge Pipeline Parallelism","created":"2024-11-04","cited_by_count":0,"area":null},{"id":"2609.33240","title":"The Price of Locality: Why Forward-Forward Underperforms Backpropagation?","created":"2026-09-27","cited_by_count":0,"area":null},{"id":"2609.35440","title":"SOLO: Pretraining Billion-Parameter Language Models with Shared-Output Local Learning","created":"2026-09-28","cited_by_count":0,"area":null}],"next_cursor":null}