Search Results - Binici, Kuluhan

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  1. 1
    Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices

    Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices by Aggarwal, Shivam, Binici, Kuluhan, Mitra, Tulika

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  2. 2
    CRISP: Hybrid Structured Sparsity for Class-Aware Model Pruning

    CRISP: Hybrid Structured Sparsity for Class-Aware Model Pruning by Aggarwal, Shivam, Binici, Kuluhan, Mitra, Tulika

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  3. 3
    Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices

    Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices by Aggarwal, Shivam, Binici, Kuluhan, Mitra, Tulika

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  4. 4
    Visual-Policy Learning Through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks

    Visual-Policy Learning Through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks by Acar, Cihan, Binici, Kuluhan, Tekirdag, Alp, Wu, Yan

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  5. 5
    Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data

    Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data by Binici, Kuluhan, Trung Pham, Nam, Mitra, Tulika, Leman, Karianto

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  6. 6
    Visual-Policy Learning through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks

    Visual-Policy Learning through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks by Acar, Cihan, Binici, Kuluhan, Tekirdağ, Alp, Wu, Yan

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  7. 7
    Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay

    Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay by Binici, Kuluhan, Aggarwal, Shivam, Pham, Nam Trung, Leman, Karianto, Mitra, Tulika

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  8. 8
    Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures

    Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures by Binici, Kuluhan, Wu, Weiming, Mitra, Tulika

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  9. 9
    CRISP: Hybrid Structured Sparsity for Class-aware Model Pruning

    CRISP: Hybrid Structured Sparsity for Class-aware Model Pruning by Aggarwal, Shivam, Binici, Kuluhan, Mitra, Tulika

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  10. 10
    Condensed Sample-Guided Model Inversion for Knowledge Distillation

    Condensed Sample-Guided Model Inversion for Knowledge Distillation by Binici, Kuluhan, Aggarwal, Shivam, Acar, Cihan, Pham, Nam Trung, Leman, Karianto, Lee, Gim Hee, Mitra, Tulika

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  11. 11
    LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction

    LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction by Nagar, Aishik, Schlegel, Viktor, Thanh-Tung, Nguyen, Li, Hao, Wu, Yuping, Binici, Kuluhan, Winkler, Stefan

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  12. 12
    Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay

    Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay by Binici, Kuluhan, Aggarwal, Shivam, Pham, Nam Trung, Leman, Karianto, Mitra, Tulika

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  13. 13
    Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data

    Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data by Binici, Kuluhan, Pham, Nam Trung, Mitra, Tulika, Leman, Karianto

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  14. 14
    MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues

    MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues by Binici, Kuluhan, Abhinav Ramesh Kashyap, Schlegel, Viktor, Liu, Andy T, Dwivedi, Vijay Prakash, Thanh-Tung, Nguyen, Gao, Xiaoxue, Chen, Nancy F, Winkler, Stefan

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