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Tag: Knowledge Distillation

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

    Shows Rationale Extraction Improves DNN Performance with Limited Supervision and Feature Selection

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

    Halo Achieves 0.01% Loss with Hybrid Linear Attention for Long Contexts

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

    Patchformer Achieves 3.8x Forecasting Gains with Novel Time Series Approach

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

    Shallow-Π Achieves 2x Faster VLA Inference with Less Than 1% Loss

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

    Distillation-Based Layer Dropping (DLD) Achieves State-Of-The-Art Dynamic Speech Network Performance

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

    X-distill Achieves Enhanced Visuomotor Learning Via DINOv2 and ResNet-18 Knowledge Distillation

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

    Lightweight Transformers Achieve 96% Accuracy on Edge Devices for Real-Time AI

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

    KD-OCT: Knowledge Distillation Enables Efficient Retinal OCT Classification with Lightweight EfficientNet-B2 Models

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

    Nemotron Elastic LLMs Achieve 7x Efficiency with Nested Submodels, Reducing Training Costs by 360x

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

    Black-Box Generative Adversarial Distillation Enables Qwen2.5-14B-Instruct to Match GPT-5-Chat Performance

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

    Flad: Federated Learning Framework Enables Autonomous Driving with Cloud-Edge-Vehicle Collaboration

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

    Grace Score Correlates up to 86% with Knowledge Distillation Performance, Enabling Principled Teacher Selection

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

    Neural Architecture Achieves 50% Lower Latency with Elastic Dataflow and On-the-Fly Quantum KFormer Execution

    by Rohail T.September 23, 2025
  • Researchers Unlock processing-in-Interconnect, Scaling AI Performance Beyond Traditional Routing and Switching Systems
    Analog Computing

    Researchers Unlock processing-in-Interconnect, Scaling AI Performance Beyond Traditional Routing and Switching Systems

    by Quantum NewsSeptember 1, 2025
  • Researchers overcome vanishing gradients in deep recurrent neural networks using Equilibrium Propagation
    Artificial Intelligence

    Researchers overcome vanishing gradients in deep recurrent neural networks using Equilibrium Propagation

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

    Researchers Boost AI with Quantum-Inspired Knowledge Distillation

    by Quantum NewsAugust 19, 2025
  • Python Machine Learning
    Technology News

    Python Machine Learning

    by Quantum NewsSeptember 21, 2024
  • Neural Network Frameworks
    Artificial Intelligence

    Neural Network Frameworks

    by Quantum NewsSeptember 18, 2024
  • NVIDIA Develops Smaller Llama Models with Pruning and Distillation
    Artificial Intelligence

    NVIDIA Develops Smaller Llama Models with Pruning and Distillation

    by Quantum NewsAugust 16, 2024

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Quantum Zeitgeist covers the business, science and technology of quantum computing. Founded in 2018, we publish daily news, company analysis and original features for researchers, investors and technology leaders. Explore over 940 quantum companies across 47 countries in our Quantum Navigator.

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