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Efficient Neural Network

Papers archive 2025-07-28

archive papers tagged: 224 · with a code link: 89 · where Syntology ran a sample: 16 (15 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (16 of 224 tagged: 15 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 224, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• A Digital twin for Diesel Engines: Operator-infused PINNs with Transfer Learning for Engine Health Monitoring
  16 Dec 2024 0 repositories listed
• Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variate
  15 Dec 2024 0 repositories listed
• VQ4ALL: Efficient Neural Network Representation via a Universal Codebook
  9 Dec 2024 0 repositories listed
• MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents
  6 Dec 2024 0 repositories listed
• Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision
  11 Nov 2024 0 repositories listed
• LUTMUL: Exceed Conventional FPGA Roofline Limit by LUT-based Efficient Multiplication for Neural Network Inference
  1 Nov 2024 0 repositories listed
• Efficient Neural Network Training via Subset Pretraining
  21 Oct 2024 0 repositories listed
• Small Contributions, Small Networks: Efficient Neural Network Pruning Based on Relative Importance
  21 Oct 2024 0 repositories listed
• MambaJSCC: Adaptive Deep Joint Source-Channel Coding with Generalized State Space Model
  25 Sep 2024 0 repositories listed
• Adaptive Error-Bounded Hierarchical Matrices for Efficient Neural Network Compression
  11 Sep 2024 0 repositories listed
• Amortized Bayesian Multilevel Models
  23 Aug 2024 0 repositories listed
• N-DriverMotion: Driver motion learning and prediction using an event-based camera and directly trained spiking neural networks on Loihi 2
  23 Aug 2024 0 repositories listed
• Efficient Area-based and Speaker-Agnostic Source Separation
  19 Aug 2024 0 repositories listed
• Infra-YOLO: Efficient Neural Network Structure with Model Compression for Real-Time Infrared Small Object Detection
  14 Aug 2024 0 repositories listed
• On the Parameter Selection of Phase-transmittance Radial Basis Function Neural Networks for Communication Systems
  14 Aug 2024 0 repositories listed
• UnifiedNN: Efficient Neural Network Training on the Cloud
  2 Aug 2024 0 repositories listed
• Hybrid Coordinate Descent for Efficient Neural Network Learning Using Line Search and Gradient Descent
  2 Aug 2024 0 repositories listed
• Exploring FPGA designs for MX and beyond
  1 Jul 2024 0 repositories listed
• Additive regularization schedule for neural architecture search
  18 Jun 2024 0 repositories listed
• MDeRainNet: An Efficient Neural Network for Rain Streak Removal from Macro-pixel Images
  15 Jun 2024 0 repositories listed
• Deep Learning for Computing Convergence Rates of Markov Chains
  30 May 2024 0 repositories listed
• GFFE: G-buffer Free Frame Extrapolation for Low-latency Real-time Rendering
  23 May 2024 0 repositories listed
• BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion
  23 Mar 2024 0 repositories listed
• LeMo-NADe: Multi-Parameter Neural Architecture Discovery with LLMs
  28 Feb 2024 0 repositories listed
• Scalable Superconductor Neuron with Ternary Synaptic Connections for Ultra-Fast SNN Hardware
  26 Feb 2024 0 repositories listed
• cecilia: A Machine Learning-Based Pipeline for Measuring Metal Abundances of Helium-rich Polluted White Dwarfs
  7 Feb 2024 0 repositories listed
• Extreme Learning Machine-based Channel Estimation in IRS-Assisted Multi-User ISAC System
  29 Jan 2024 0 repositories listed
• Adaptive Least Mean Squares Graph Neural Networks and Online Graph Signal Estimation
  27 Jan 2024 0 repositories listed
• Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution
  26 Jan 2024 0 repositories listed
• Fast Cerebral Blood Flow Analysis via Extreme Learning Machine
  10 Jan 2024 0 repositories listed
• IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means
  12 Dec 2023 0 repositories listed
• Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution
  10 Dec 2023 0 repositories listed
• Ultrasensitive Textile Strain Sensors Redefine Wearable Silent Speech Interfaces with High Machine Learning Efficiency
  27 Nov 2023 0 repositories listed
• Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models
  7 Nov 2023 0 repositories listed
• Improved weight initialization for deep and narrow feedforward neural network
  7 Nov 2023 0 repositories listed
• PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices
  30 Oct 2023 0 repositories listed
• Characterizing climate pathways using feature importance on echo state networks
  12 Oct 2023 0 repositories listed
• YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs
  1 Oct 2023 0 repositories listed
• Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models
  20 Sep 2023 0 repositories listed
• Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions
  1 Aug 2023 0 repositories listed
• Efficient SGD Neural Network Training via Sublinear Activated Neuron Identification
  13 Jul 2023 0 repositories listed
• Learning Discrete Weights and Activations Using the Local Reparameterization Trick
  4 Jul 2023 0 repositories listed
• Efficient Neural Network based Classification and Outlier Detection for Image Moderation using Compressed Sensing and Group Testing
  12 May 2023 0 repositories listed
• Quantum machine learning for image classification
  18 Apr 2023 0 repositories listed
• PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration
  24 Mar 2023 0 repositories listed
• Double A3C: Deep Reinforcement Learning on OpenAI Gym Games
  4 Mar 2023 0 repositories listed
• EvoPrompting: Language Models for Code-Level Neural Architecture Search
  28 Feb 2023 0 repositories listed
• LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup
  7 Feb 2023 0 repositories listed
• Efficient and Effective Methods for Mixed Precision Neural Network Quantization for Faster, Energy-efficient Inference
  30 Jan 2023 0 repositories listed
• Tiny Updater: Towards Efficient Neural Network-Driven Software Updating
  1 Jan 2023 0 repositories listed
• Physics-based Indirect Illumination for Inverse Rendering
  9 Dec 2022 0 repositories listed
• Enhancing Accuracy and Robustness of Steering Angle Prediction with Attention Mechanism
  21 Nov 2022 0 repositories listed
• An efficient neural-network and finite-difference hybrid method for elliptic interface problems with applications
  11 Oct 2022 0 repositories listed
• Component-Wise Natural Gradient Descent -- An Efficient Neural Network Optimization
  11 Oct 2022 0 repositories listed
• Learning To Rank Diversely At Airbnb
  19 Sep 2022 0 repositories listed
• Hardware-aware mobile building block evaluation for computer vision
  26 Aug 2022 0 repositories listed
• Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers
  15 Aug 2022 0 repositories listed
• Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks
  15 Aug 2022 0 repositories listed
• LordNet: An Efficient Neural Network for Learning to Solve Parametric Partial Differential Equations without Simulated Data
  19 Jun 2022 0 repositories listed
• Energy-Efficient Wake-Up Signalling for Machine-Type Devices Based on Traffic-Aware Long-Short Term Memory Prediction
  13 Jun 2022 0 repositories listed
• Novel Multicolumn Kernel Extreme Learning Machine for Food Detection via Optimal Features from CNN
  15 May 2022 0 repositories listed
• SeqNet: An Efficient Neural Network for Automatic Malware Detection
  8 May 2022 0 repositories listed
• Computationally efficient neural network classifiers for next generation closed loop neuromodulation therapy -- a case study in epilepsy
  27 Apr 2022 0 repositories listed
• MAPLE-Edge: A Runtime Latency Predictor for Edge Devices
  27 Apr 2022 0 repositories listed
• Fast fluorescence lifetime imaging analysis via extreme learning machine
  25 Mar 2022 0 repositories listed
• Neural Architecture Search for Energy Efficient Always-on Audio Models
  9 Feb 2022 0 repositories listed
• S³NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Spiking Neural Networks
  26 Jan 2022 0 repositories listed
• Memformer: A Memory-Augmented Transformer for Sequence Modeling
  16 Jan 2022 0 repositories listed
• LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences
  3 Dec 2021 0 repositories listed
• DistIR: An Intermediate Representation and Simulator for Efficient Neural Network Distribution
  9 Nov 2021 0 repositories listed
• On the Efficiency of Deep Neural Networks
  29 Sep 2021 0 repositories listed
• Dynamic Neural Diversification: Path to Computationally Sustainable Neural Networks
  20 Sep 2021 0 repositories listed
• BasisNet: Two-stage Model Synthesis for Efficient Inference
  7 May 2021 0 repositories listed
• Decentralized Inference with Graph Neural Networks in Wireless Communication Systems
  19 Apr 2021 0 repositories listed
• A Survey of Quantization Methods for Efficient Neural Network Inference
  25 Mar 2021 0 repositories listed
• Feature-Align Network with Knowledge Distillation for Efficient Denoising
  2 Mar 2021 0 repositories listed
• SWIS -- Shared Weight bIt Sparsity for Efficient Neural Network Acceleration
  1 Mar 2021 0 repositories listed
• Scaling the Convex Barrier with Sparse Dual Algorithms
  14 Jan 2021 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• MONGOOSE: A Learnable LSH Framework for Efficient Neural Network Training
  1 Jan 2021 0 repositories listed
• UMEC: Unified model and embedding compression for efficient recommendation systems
  1 Jan 2021 0 repositories listed
• CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans
  2 Dec 2020 0 repositories listed
• Evaluating Curriculum Learning Strategies in Neural Combinatorial Optimization
  12 Nov 2020 0 repositories listed
• Neural Network Architectures for Location Estimation in the Internet of Things
  19 Oct 2020 0 repositories listed
• Memformer: A Memory-Augmented Transformer for Sequence Modeling
  14 Oct 2020 0 repositories listed
• Event-based update of synapses in voltage-based learning rules
  18 Sep 2020 0 repositories listed
• On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective
  9 Sep 2020 0 repositories listed
• Going deeper with brain morphometry using neural networks
  7 Sep 2020 0 repositories listed
• Structured Convolutions for Efficient Neural Network Design
  6 Aug 2020 0 repositories listed
• Measurement error models: from nonparametric methods to deep neural networks
  15 Jul 2020 0 repositories listed
• Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search
  15 May 2020 0 repositories listed
• Online unsupervised deep unfolding for MIMO channel estimation
  30 Apr 2020 0 repositories listed
• A New MRAM-based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision
  2 Mar 2020 0 repositories listed
• NAttack! Adversarial Attacks to bypass a GAN based classifier trained to detect Network intrusion
  20 Feb 2020 0 repositories listed
• A Computationally Efficient Neural Network Invariant to the Action of Symmetry Subgroups
  18 Feb 2020 0 repositories listed
• Handwritten Character Recognition Using Unique Feature Extraction Technique
  13 Jan 2020 0 repositories listed
• A hierarchical approach to deep learning and its application to tomographic reconstruction
  16 Dec 2019 0 repositories listed
• ROBO: Robust, Fully Neural Object Detection for Robot Soccer
  24 Oct 2019 0 repositories listed
• Recurrent neural network approach for cyclic job shop scheduling problem
  21 Oct 2019 0 repositories listed
• Optimizing Speech Recognition For The Edge
  26 Sep 2019 0 repositories listed
• High performance RNNs with spiking neurons
  25 Sep 2019 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.