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1.
Discriminative descriptors for unconstrained face and object recognition by Soubhik Sanyal by
  • Sanyal, Soubhik,
  • Biswas, Soma
Material type: Text Book
Publication details: Bangalore IISc 2017
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621.3994 P17 (THESES).

2.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville. by
  • Goodfellow, Ian,
  • Bengio, Yoshua
  • Courville, Aaron
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Massachusetts MIT Press 2016
Availability: Items available for loan: Civil Engineering (1)Call number: 006.31 GOO.

3.
Hands on machine learning with scikit learn, keras and tensorflow Concepts, tool and techniques to build intelligent systems by Aurelien Geron by
  • Geron, Aurelien,
Edition: 2nd ed.
Material type: Text Book
Publication details: Beijing Oreilly 2019
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 GER.

4.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville. by
  • Goodfellow, Ian,
  • Bengio, Yoshua
  • Courville, Aaron
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Massachusetts MIT Press 2016
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 GOO.

5.
Deep learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville. by
  • Goodfellow, Ian,
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Cambridge The MIT Press 2016
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 GOO/D.

6.
Advances in high dynamic range imaging using deep learning by Kathirvel Ram Prabhakar; advised by R Venkatesh Babu by
  • Ram Prabhakar, Kathirvel,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: PhD; IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 KAT/A.

7.
Novel deep learning methods for improving low-dose computed tomography perfusion imaging of brain by Arindam Dutta; advised by Phaneendra K Yalavarthy by
  • Dutta, Arindam,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: MTech (Res); IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 004 ARI/N.

8.
A Novel neural network architecture for sentiment-oriented aspect-opinion pair extraction by Kapil Pathak; advised by Shirish Shevade by
  • Pathak, Kapil,
Material type: Text Book
Publication details: Bengaluru IISc 2021
Dissertation note: MTech (Res); IISc; 2021
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 004 KAP/N.

9.
Hyperspectral remote sensing for land cover classification and chlorophyll content estimation using advanced machine lea by Subir Paul; advised by D Nagesh Kumar by
  • Paul, Subir,
Material type: Text Book
Publication details: Bengaluru IISc 2020
Dissertation note: PhD; IISc; 2020
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 622 SUB/H.

10.
Learning across domains: applications to text-based person search and multi-source domain adaptation by Surbhi Aggarwal; advised by Anirban Chakraborty by
  • Aggarwal, Surbhi,
Material type: Text Book
Publication details: Bengaluru IISc 2020
Dissertation note: MTech (Res); IISc; 2020
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 SUR/L.

11.
Novel neural architecture for multi-hop question answering by G P Shrivatsa Bhargav; advised by Shirish Shevade by
  • Bhargav, G P Shrivatsa,
Material type: Text Book
Publication details: Bengaluru IISc 2020
Dissertation note: MTech (Res); IISc; 2020
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 SHR/N.

12.
A study on deep learning approaches, architectures and training methods for crowd analysis by Deepak Babu Sam; advised by R Venkatesh Babu by
  • Sam, Deepak Babu,
Material type: Text Book
Publication details: Bengaluru IISc 2020
Dissertation note: PhD; IISc; 2020
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 DEE/S.

13.
Deep convolutional and generative networks for Ocean synoptic feature extraction and super resolution from remotely sensed images by Devyani Lambhate; advised by Deepak N Subramani by
  • Lambhate, Devyani,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: PhD; IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 DEV/D.

14.
Deep learning in computer vision: Studies in Neuro-image segmentation and satellite image super-resolution by Shreya Roy; advised by Anirban Chakraborty by
  • Roy, Shreya,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: MTech (Res); IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 SHR/D.

15.
Deep learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville by
  • Goodfellow Ian,
  • Bengio, Yoshua
  • Courville, Aaron
Material type: Text Book
Publication details: Cambridge Massachusetts , The MIT Press 2016
Availability: Not available: JRD Tata Memorial Library: Pending hold (1).

16.
Performance characterization and optimizations of traditional ML applications by Harsh Kumar; advised by R Govindarajan by
  • Kumar, Harsh,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: MTech (Res); IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 HAR/P.

17.
Deep learning core concepts, methods and applications by Gopal, M. by
  • Gopal, M,
Material type: Text Book
Publication details: India Pearson 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 GOP.

18.
Hands on machine learning with scikit-learn, Keras & tensorflow Concepts, tools, and techniques to build intelligent systems By Geron, Aurelien by
  • Geron, Aurelien,
Edition: 2nd ed.
Material type: Text Book
Publication details: Mumbai SPD 2019
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 GER.

19.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville by
  • Goodfellow, Ian,
Material type: Text Book
Publication details: Massachusetts, U.S.A MIT press 2016
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 GOO.

20.
Tensors for data processing Theory, methods and applications by Yipeng Liu by
  • Liu, Yipeng,
Material type: Text Book
Publication details: London, United Kingdom Academic Press 2022
Availability: Items available for loan: Computational Data Scince (1)Call number: 004 LIU.

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