Search Results - Naveen-Shankar Nagaraja

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  1. 1
    Recurrent Models for Lane Change Prediction and Situation Assessment

    Recurrent Models for Lane Change Prediction and Situation Assessment by Scheel, Oliver, Nagaraja, Naveen Shankar, Schwarz, Loren, Navab, Nassir, Tombari, Federico

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  2. 2
    AnaCoNGA: Analytical HW-CNN Co-Design Using Nested Genetic Algorithms

    AnaCoNGA: Analytical HW-CNN Co-Design Using Nested Genetic Algorithms by Fasfous, Nael, Vemparala, Manoj Rohit, Frickenstein, Alexander, Valpreda, Emanuele, Salihu, Driton, Hufer, Julian, Singh, Anmol, Nagaraja, Naveen-Shankar, Voegel, Hans-Joerg, Vu Doan, Nguyen Anh, Martina, Maurizio, Becker, Juergen, Stechele, Walter

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  3. 3
    A Unified Video Segmentation Benchmark: Annotation, Metrics and Analysis

    A Unified Video Segmentation Benchmark: Annotation, Metrics and Analysis by Galasso, Fabio, Nagaraja, Naveen Shankar, Jimenez Cardenas, Tatiana, Brox, Thomas, Schiele, Bernt

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  4. 4
    Adversarial Robust Model Compression using In-Train Pruning

    Adversarial Robust Model Compression using In-Train Pruning by Vemparala, Manoj-Rohit, Fasfous, Nael, Frickenstein, Alexander, Sarkar, Sreetama, Zhao, Qi, Kuhn, Sabine, Frickenstein, Lukas, Singh, Anmol, Unger, Christian, Nagaraja, Naveen-Shankar, Wressnegger, Christian, Stechele, Walter

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  5. 5
    Binary DAD-Net: Binarized Driveable Area Detection Network for Autonomous Driving

    Binary DAD-Net: Binarized Driveable Area Detection Network for Autonomous Driving by Frickenstein, Alexander, Vemparala, Manoj-Rohit, Mayr, Jakob, Nagaraja, Naveen-Shankar, Unger, Christian, Tombari, Federico, Stechele, Walter

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  6. 6
    Video Segmentation with Just a Few Strokes

    Video Segmentation with Just a Few Strokes by Nagaraja, Naveen Shankar, Schmidt, Frank R., Brox, Thomas

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  7. 7
    Binary-LoRAX: Low-Latency Runtime Adaptable XNOR Classifier for Semi-Autonomous Grasping with Prosthetic Hands

    Binary-LoRAX: Low-Latency Runtime Adaptable XNOR Classifier for Semi-Autonomous Grasping with Prosthetic Hands by Fasfous, Nael, Vemparala, Manoj-Rohit, Frickenstein, Alexander, Badawy, Mohamed, Hundhausen, Felix, Hofer, Julian, Nagaraja, Naveen-Shankar, Unger, Christian, Vogel, Hans-Jorg, Becker, Jurgen, Asfour, Tamim, Stechele, Walter

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  8. 8
    HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology

    HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology by Fasfous, Nael, Vemparala, Manoj Rohit, Frickenstein, Alexander, Valpreda, Emanuele, Salihu, Driton, Doan, Nguyen Anh Vu, Unger, Christian, Nagaraja, Naveen Shankar, Martina, Maurizio, Stechele, Walter

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  9. 9
    Attention-based Lane Change Prediction

    Attention-based Lane Change Prediction by Scheel, Oliver, Nagaraja, Naveen Shankar, Schwarz, Loren, Navab, Nassir, Tombari, Federico

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  10. 10
    Roto-translated Local Coordinate Frames For Interacting Dynamical Systems

    Roto-translated Local Coordinate Frames For Interacting Dynamical Systems by Kofinas, Miltiadis, Naveen Shankar Nagaraja, Gavves, Efstratios

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  11. 11
    Latent Field Discovery In Interacting Dynamical Systems With Neural Fields

    Latent Field Discovery In Interacting Dynamical Systems With Neural Fields by Kofinas, Miltiadis, Bekkers, Erik J, Naveen Shankar Nagaraja, Gavves, Efstratios

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  12. 12
    ALF: Autoencoder-based Low-rank Filter-sharing for Efficient Convolutional Neural Networks

    ALF: Autoencoder-based Low-rank Filter-sharing for Efficient Convolutional Neural Networks by Frickenstein, Alexander, Manoj-Rohit Vemparala, Fasfous, Nael, Hauenschild, Laura, Naveen-Shankar Nagaraja, Unger, Christian, Stechele, Walter

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  13. 13
    Binary DAD-Net: Binarized Driveable Area Detection Network for Autonomous Driving

    Binary DAD-Net: Binarized Driveable Area Detection Network for Autonomous Driving by Frickenstein, Alexander, Manoj Rohit Vemparala, Mayr, Jakob, Naveen Shankar Nagaraja, Unger, Christian, Tombari, Federico, Stechele, Walter

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  14. 14
    SafeCritic: Collision-Aware Trajectory Prediction

    SafeCritic: Collision-Aware Trajectory Prediction by van der Heiden, Tessa, Naveen Shankar Nagaraja, Weiss, Christian, Gavves, Efstratios

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  15. 15
    BreakingBED -- Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks

    BreakingBED -- Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks by Manoj Rohit Vemparala, Frickenstein, Alexander, Fasfous, Nael, Frickenstein, Lukas, Zhao, Qi, Kuhn, Sabine, Ehrhardt, Daniel, Wu, Yuankai, Unger, Christian, Naveen Shankar Nagaraja, Stechele, Walter

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  16. 16
    Attention-based Lane Change Prediction

    Attention-based Lane Change Prediction by Scheel, Oliver, Naveen Shankar Nagaraja, Schwarz, Loren, Navab, Nassir, Tombari, Federico

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  17. 17
    L2PF -- Learning to Prune Faster

    L2PF -- Learning to Prune Faster by Manoj-Rohit Vemparala, Fasfous, Nael, Frickenstein, Alexander, Mhd Ali Moraly, Aquib Jamal, Frickenstein, Lukas, Unger, Christian, Naveen-Shankar Nagaraja, Stechele, Walter

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