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Tag: Knowledge Distillation

  • Quantum ML Models Shrink with Knowledge Distillation
    Quantum Machine Learning

    Quantum ML Models Shrink with Knowledge Distillation

    by Rusty FlintMarch 24, 2026
  • Bright golden light at the center of a spherical grid made of horizontal and vertical glowing lines, floating in dark space.
    Machine Learning

    Neural Networks Possess Hidden Structure for Compression

    by Muhammad Rohail T.February 18, 2026
  • Shows Rationale Extraction Improves DNN Performance with Limited Supervision and Feature Selection
    Space

    Rationale Extraction Boosts DNN Performance

    by Muhammad Rohail T.February 6, 2026
  • Halo Achieves 0.01% Loss with Hybrid Linear Attention for Long Contexts
    Artificial Intelligence

    HALO: 0.01% Loss with Linear Attention

    by Muhammad Rohail T.February 1, 2026
  • Patchformer Achieves 3.8x Forecasting Gains with Novel Time Series Approach
    Artificial Intelligence

    Patchformer: 3.8x Faster Time Series Forecasting

    by Muhammad Rohail T.January 30, 2026
  • Shallow-Π Achieves 2x Faster VLA Inference with Less Than 1% Loss
    Artificial Intelligence

    Shallow-Π: 2x Faster VLA Inference with Low Loss

    by Muhammad Rohail T.January 30, 2026
  • Distillation-Based Layer Dropping (DLD) Achieves State-Of-The-Art Dynamic Speech Network Performance
    Artificial Intelligence

    DLD Boosts Speech Recognition Accuracy 13%

    by Muhammad Rohail T.January 26, 2026
  • X-distill Achieves Enhanced Visuomotor Learning Via DINOv2 and ResNet-18 Knowledge Distillation
    Artificial Intelligence

    X-Distill Boosts Robotics Learning with Knowledge

    by Muhammad Rohail T.January 21, 2026
  • Lightweight Transformers Achieve 96% Accuracy on Edge Devices for Real-Time AI
    Artificial Intelligence

    Lightweight Transformers: 96% Accuracy on Edge AI

    by Muhammad Rohail T.January 9, 2026
  • Kd-oct: Knowledge Distillation Enables Efficient Retinal OCT Classification with Lightweight EfficientNet-B2 Models
    Technology

    KD-OCT: AI Classifies Retinal Disease with Efficiency

    by Muhammad Rohail T.December 12, 2025
  • Nemotron Elastic LLMs Achieve 7x Efficiency with Nested Submodels, Reducing Training Costs by 360x
    Artificial Intelligence

    Nemotron LLMs: 7x Efficiency, 360x Cost Cut

    by Muhammad Rohail T.November 22, 2025
  • Black-Box Generative Adversarial Distillation Enables Qwen2.5-14B-Instruct to Match GPT-5-Chat Performance
    Artificial Intelligence

    Qwen 2.5-14B Matches GPT-5 with Distillation

    by Muhammad Rohail T.November 18, 2025
  • Flad: Federated Learning Framework Enables Autonomous Driving with Cloud-Edge-Vehicle Collaboration
    Technology News

    Federated Learning Drives Cloud-Edge Autonomy

    by Muhammad Rohail T.November 17, 2025
  • Grace Score Correlates up to 86% with Knowledge Distillation Performance, Enabling Principled Teacher Selection
    Artificial Intelligence

    GRACE Score Predicts Knowledge Distillation Performance

    by Muhammad Rohail T.November 11, 2025
  • Neural Architecture Achieves 50% Lower Latency with Elastic Dataflow and On-the-Fly Quantum KFormer Execution
    Quantum Research News

    Quantum KFormer Cuts Neural Network Latency 50%

    by Muhammad Rohail T.September 23, 2025
  • Processing-in-Interconnect Scales AI Performance
    Analog Computing

    Processing-in-Interconnect Scales AI Performance

    by Dr. DonovanSeptember 1, 2025
  • Researchers overcome vanishing gradients in deep recurrent neural networks using Equilibrium Propagation
    Artificial Intelligence

    Equilibrium Propagation Trains Deeper Recurrent Networks

    by Dr. DonovanAugust 25, 2025
  • Researchers Boost AI with Quantum-Inspired Knowledge Distillation
    Quantum Computing, Artificial Intelligence

    AI Boosted by Quantum Knowledge Distillation

    by Dr. DonovanAugust 19, 2025
  • Python Machine Learning
    Technology News

    Python Machine Learning

    by Dr. DonovanSeptember 21, 2024
  • Neural Network Frameworks
    Artificial Intelligence

    Neural Network Frameworks

    by Dr. DonovanSeptember 18, 2024
  • NVIDIA Develops Smaller Llama Models with Pruning and Distillation
    Artificial Intelligence

    NVIDIA Prunes Llama Models for Efficiency

    by Dr. DonovanAugust 16, 2024
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