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  1. Article

    Open Access

    Efficient Bayesian CNN Model Compression using Bayes by Backprop and L1-Norm Regularization

    The swift advancement of convolutional neural networks (CNNs) in numerous real-world utilizations urges an elevation in computational cost along with the size of the model. In this context, many researchers st...

    Ali Muhammad Shaikh, Yun-bo Zhao, Aakash Kumar, Munawar Ali… in Neural Processing Letters (2024)

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  2. No Access

    Article

    Advanced efficient strategy for detection of dark objects based on spiking network with multi-box detection

    Several deep learning algorithms have shown amazing performance for existing object detection tasks, but recognizing darker objects is the largest challenge. Moreover, those techniques struggled to detect or h...

    Munawar Ali, Baoqun Yin, Hazrat Bilal, Aakash Kumar… in Multimedia Tools and Applications (2024)

  3. No Access

    Article

    Jerk-bounded trajectory planning for rotary flexible joint manipulator: an experimental approach

    The fundamental criteria for industrial manipulator applications are vibration free and smooth motion with minimum time. This paper investigates the trajectory tracking and vibration control of rotary flexible...

    Hazrat Bilal, Baoqun Yin, Aakash Kumar, Munawar Ali, **g Zhang… in Soft Computing (2023)

  4. No Access

    Chapter and Conference Paper

    Toward Cleaner Production of the Cement Industry in Indonesia: Life Cycle Assessment of Alternative Fuel and Raw Material Application

    The of the concept of can be analyzed using LCA. The cement industry in Indonesia played an important role during the period of infrastructure in Indonesia. One of the recommendations for mitigating envi...

    Aulia Ulfah Farahdiba, Euis Nurul Hidayah… in Recent Advances in Environmental Sustainab… (2023)

  5. No Access

    Article

    Contrasting treeline dynamics of pine and birch in response to climate warming in the Karakoram

    Pine benefited from a warming climate with increasing recruitment and upslope shifts of alpine treeline but birch treelines were mostly static highlighting the influence of other confounding, local factors.

    Munawar Ali, Shalik Ram Sigdel, **angyu Zheng, Fayaz Asad, Ru Huang, Haifeng Zhu… in Trees (2022)

  6. No Access

    Article

    CorrNet: pearson correlation based pruning for efficient convolutional neural networks

    Convolutional neural networks (CNNs) are quickly evolving, which usually results in a surge of computational cost and model size. In this article, we present a correlation-based filter pruning (CFP) approach t...

    Aakash Kumar, Baoqun Yin… in International Journal of Machine Learning … (2022)

  7. Article

    Open Access

    Projected Drought Conditions over Southern Slope of the Central Himalaya Using CMIP6 Models

    Nepal is located on the southern slope of the Central Himalayas and has experienced frequent droughts in the past. In this study, we used an ensemble of 13 biased corrected models from the Coupled Model Interc...

    Shankar Sharma, Kalpana Hamal, Nitesh Khadka, Munawar Ali… in Earth Systems and Environment (2021)

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  8. No Access

    Article

    Comparison of MSW management practices in Pakistan and China

    The situation of municipal solid waste (MSW) management in Pakistan and China was analyzed. In Pakistan, neither MSW collection nor disposal is effective due to the lack of institutional, administrative and fi...

    Muhammad Safar Korai, Munawar Ali, Cheng Lei… in Journal of Material Cycles and Waste Manag… (2020)

  9. No Access

    Article

    Effectiveness of aerobic pretreatment of municipal solid waste for accelerating biogas generation during simulated landfilling

    This study evaluates the effectiveness of aerobic pretreatment of municipal solid waste (MSW) on reducing lag phase and accelerating biogas generation. Aerobic pretreatment degree (APD) was determined on the b...

    Munawar Ali, Junli Zhang, Roberto Raga… in Frontiers of Environmental Science & Engin… (2018)