Methods › General › Cache Replacement Models › Parrot
Parrot
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Parrot is an imitation learning approach to automatically learn cache access patterns by leveraging Belady’s optimal policy. Belady’s optimal policy is an oracle policy that computes the theoretically optimal cache eviction decision based on knowledge of future cache accesses, which Parrot approximates with a policy that only conditions on the past accesses.
Papers archive 2025-07-28
17 shown of 17, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding 13 Feb 2025 · 1 repository · arXiv:2502.08946
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Provably-Stable Neural Network-Based Control of Nonlinear Systems 1 Feb 2025 · 1 repository · arXiv:2502.00248
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Neuro-LIFT: A Neuromorphic, LLM-based Interactive Framework for Autonomous Drone FlighT at the Edge 31 Jan 2025 · 0 repositories · arXiv:2501.19259
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Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV) 19 Dec 2024 · 0 repositories · arXiv:2412.15347
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ASMA: An Adaptive Safety Margin Algorithm for Vision-Language Drone Navigation via Scene-Aware Control Barrier Functions 16 Sep 2024 · 0 repositories · arXiv:2409.10283
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CyberCortex.AI: An AI-based Operating System for Autonomous Robotics and Complex Automation 2 Sep 2024 · 0 repositories · arXiv:2409.01241
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Parrot: Multilingual Visual Instruction Tuning 4 Jun 2024 · 2 repositories · arXiv:2406.02539Syntology ran 3 of 7 samples · 4 unverified
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DroneVis: Versatile Computer Vision Library for Drones 1 Jun 2024 · 1 repository · arXiv:2406.00447
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Parrot: Efficient Serving of LLM-based Applications with Semantic Variable 30 May 2024 · 0 repositories · arXiv:2405.19888
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Information Leakage from Embedding in Large Language Models 20 May 2024 · 0 repositories · arXiv:2405.11916
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Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation 11 Jan 2024 · 0 repositories · arXiv:2401.05675
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Visible to Thermal image Translation for improving visual task in low light conditions 31 Oct 2023 · 0 repositories · arXiv:2310.20190
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Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models 11 Oct 2023 · 0 repositories · arXiv:2310.07301
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Seed Classification using Synthetic Image Datasets Generated from Low-Altitude UAV Imagery 6 Oct 2021 · 0 repositories · arXiv:2110.02846
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The Slodderwetenschap (Sloppy Science) of Stochastic Parrots -- A Plea for Science to NOT take the Route Advocated by Gebru and Bender 11 Jan 2021 · 0 repositories · arXiv:2101.10098
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Learning control for transmission and navigation with a mobile robot under unknown communication rates 18 Nov 2020 · 0 repositories · arXiv:2011.09193
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An Imitation Learning Approach for Cache Replacement 29 Jun 2020 · 1 repository · arXiv:2006.16239
Tasks archive 2025-07-28
20 shown of 29 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections