Write a survey paper on a recent topic related to Deep Learning (less than 24 hours)
Budget: $50 – $75 USD
Choose a topic from the list and do a
literature review. Then write a survey paper of 1000 - 1200 words. These topics are quite general and
broad. You pick one and narrow down to a specific subtopic/aspect.
Pick one of these topics:
Deep learning and Covid-19. How deep learning is used to tackle the virus. Any aspect of the
virus and its pandemic is fine. For example, development of vaccines/drugs, detection of the
disease, detection of variants, forecasting of the spread, contact tracer apps, and fighting pandemic
disinformation.
Autonomous driving. How deep learning techniques are used in self-driving vehicles. Current
cutting-edge technologies and future technologies.
Bias and/or privacy. How deep learning techniques are helping/injecting various kinds of biases,
or securing/endangering privacy.
New deep learning technologies (that support deep learning computation). Hardware and
devices (e.g. accelerators, chips, clusters), systems and computing models (e.g. distributed deep
learning), libraries (e.g. PyTorch, Caffe, tensorflow.js, etc.)
Requirements:
1000 - 1200 words, plus references.
The paper must have minimally the following clearly labeled sections:
A. Introduction/overview,
B. Literature review, including summaries (in your own words, of course) of at least two
specific examples/articles, emphasizing the most important points,
C. Discussions and your comments, and
D. Conclusions.
E. List of references.
When you cite an article in the text of your, give a brief indicator of its source, like "Peabody,
2022" – not full title, etc. In your reference list at the end, give the citation ("Peabody, 2022: ")
followed by the full information about the article, including title, where published (journal or
conference, not the web page where you found it), and when it was published.
Make sure you include citations and references for any images or tables that you copy into your
submission. Ensure that images are big enough that I can read any text within them
Don't just include an image without comment, indicate to the reader (AKA grader) what you want
them to notice from it.
Copied text (which should be a very small amount and very rare) must also have citations and
references and be surrounded by quotation marks. Otherwise, it's plagiarism – a serious
academic offense.
Look for the latest technologies and information. The field is changing rapidly. You can include
historical information for the purpose of providing context, but too much out-dated information is
of no use.
Organize the paper well. Figures are welcome, but should not take too much space (as compared
to the text). Make the paper nice and presentable
literature review. Then write a survey paper of 1000 - 1200 words. These topics are quite general and
broad. You pick one and narrow down to a specific subtopic/aspect.
Pick one of these topics:
Deep learning and Covid-19. How deep learning is used to tackle the virus. Any aspect of the
virus and its pandemic is fine. For example, development of vaccines/drugs, detection of the
disease, detection of variants, forecasting of the spread, contact tracer apps, and fighting pandemic
disinformation.
Autonomous driving. How deep learning techniques are used in self-driving vehicles. Current
cutting-edge technologies and future technologies.
Bias and/or privacy. How deep learning techniques are helping/injecting various kinds of biases,
or securing/endangering privacy.
New deep learning technologies (that support deep learning computation). Hardware and
devices (e.g. accelerators, chips, clusters), systems and computing models (e.g. distributed deep
learning), libraries (e.g. PyTorch, Caffe, tensorflow.js, etc.)
Requirements:
1000 - 1200 words, plus references.
The paper must have minimally the following clearly labeled sections:
A. Introduction/overview,
B. Literature review, including summaries (in your own words, of course) of at least two
specific examples/articles, emphasizing the most important points,
C. Discussions and your comments, and
D. Conclusions.
E. List of references.
When you cite an article in the text of your, give a brief indicator of its source, like "Peabody,
2022" – not full title, etc. In your reference list at the end, give the citation ("Peabody, 2022: ")
followed by the full information about the article, including title, where published (journal or
conference, not the web page where you found it), and when it was published.
Make sure you include citations and references for any images or tables that you copy into your
submission. Ensure that images are big enough that I can read any text within them
Don't just include an image without comment, indicate to the reader (AKA grader) what you want
them to notice from it.
Copied text (which should be a very small amount and very rare) must also have citations and
references and be surrounded by quotation marks. Otherwise, it's plagiarism – a serious
academic offense.
Look for the latest technologies and information. The field is changing rapidly. You can include
historical information for the purpose of providing context, but too much out-dated information is
of no use.
Organize the paper well. Figures are welcome, but should not take too much space (as compared
to the text). Make the paper nice and presentable