Methods › General › Stochastic Optimization › KP

Kollen-Pollack Learning

KP

31 papers tagged archive 2025-07-28

Introduced by Mohamed Akrout et al. in Deep Learning without Weight Transport

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 31, 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.

• The geomagnetic storm and Kp prediction using Wasserstein transformer
  29 Mar 2025 · 0 repositories · arXiv:2503.23102
• KETA: Kinematic-Phrases-Enhanced Text-to-Motion Generation via Fine-grained Alignment
  25 Jan 2025 · 1 repository · arXiv:2501.15058
• Pre-Trained Language Models for Keyphrase Prediction: A Review
  2 Sep 2024 · 0 repositories · arXiv:2409.01087
• Two-stage initial-value iterative physics-informed neural networks for simulating solitary waves of nonlinear wave equations
  2 Sep 2024 · 0 repositories · arXiv:2409.01124
• Prompted Aspect Key Point Analysis for Quantitative Review Summarization
  19 Jul 2024 · 0 repositories · arXiv:2407.14049
• LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices
  13 Jun 2024 · 0 repositories · arXiv:2406.08765
• Diverse Representation Embedding for Lifelong Person Re-Identification
  24 Mar 2024 · 1 repository · arXiv:2403.16003
• An upper bound of the mutation probability in the genetic algorithm for general 0-1 knapsack problem
  17 Mar 2024 · 0 repositories · arXiv:2403.11307
• A General Theory for Kernel Packets: from state space model to compactly supported basis
  6 Feb 2024 · 0 repositories · arXiv:2402.04022
• Early Prediction of Geomagnetic Storms by Machine Learning Algorithms
  17 Jan 2024 · 0 repositories · arXiv:2401.10290
• Solving Travelling Thief Problems using Coordination Based Methods
  11 Oct 2023 · 0 repositories · arXiv:2310.07156
• Bridging the Gap between Human Motion and Action Semantics via Kinematic Phrases
  6 Oct 2023 · 0 repositories · arXiv:2310.04189
• SpaDen : Sparse and Dense Keypoint Estimation for Real-World Chart Understanding
  3 Aug 2023 · 0 repositories · arXiv:2308.01971
• Evolutionary Diversity Optimisation in Constructing Satisfying Assignments
  19 May 2023 · 0 repositories · arXiv:2305.11457
• Interactions between β-endorphin and kisspeptin neurons of the ewe arcuate nucleus are modulated by photoperiod
  7 Mar 2023 · 0 repositories · arXiv:2303.03917
• BiCurNet: Pre-Movement EEG based Neural Decoder for Biceps Curl Trajectory Estimation
  10 Jan 2023 · 0 repositories · arXiv:2301.03965
• Deep Reinforcement Learning for Orienteering Problems Based on Decomposition
  25 Apr 2022 · 0 repositories · arXiv:2204.11575
• On the Use of Quality Diversity Algorithms for The Traveling Thief Problem
  16 Dec 2021 · 0 repositories · arXiv:2112.08627
• UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction
  9 Jun 2021 · 1 repository · arXiv:2106.04847
• Breeding Diverse Packings for the Knapsack Problem by Means of Diversity-Tailored Evolutionary Algorithms
  27 Apr 2021 · 1 repository · arXiv:2104.13133
• Doping: A technique for efficient compression of LSTM models using sparse structured additive matrices
  14 Feb 2021 · 0 repositories · arXiv:2102.07071
• Learning the Connections in Direct Feedback Alignment
  1 Jan 2021 · 0 repositories
• Surrogate Assisted Optimisation for Travelling Thief Problems
  14 May 2020 · 0 repositories · arXiv:2005.06695
• Dynamic Multi-objective Optimization of the Travelling Thief Problem
  7 Feb 2020 · 0 repositories · arXiv:2002.02636
• Solving Billion-Scale Knapsack Problems
  2 Feb 2020 · 0 repositories · arXiv:2002.00352
• Compressing Language Models using Doped Kronecker Products
  24 Jan 2020 · 0 repositories · arXiv:2001.08896
• A Cooperative Coordination Solver for Travelling Thief Problems
  8 Nov 2019 · 0 repositories · arXiv:1911.03124
• Pushing the limits of RNN Compression
  4 Oct 2019 · 0 repositories · arXiv:1910.02558
• Solving Large-Scale 0-1 Knapsack Problems and its Application to Point Cloud Resampling
  11 Jun 2019 · 0 repositories · arXiv:1906.05929
• Compressing RNNs for IoT devices by 15-38x using Kronecker Products
  7 Jun 2019 · 0 repositories · arXiv:1906.02876

Tasks archive 2025-07-28

20 shown of 35 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

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