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Decks in this class (22)
chapter 1
Singularity 1,
Usual worries about ai 2,
Hofstadter s worries about ai 3
30
cards
chapter 2
A multilayer neural network consi...,
Deep networks 2,
What does a unit do 3
10
cards
chapter 3
Narrow weak ai 1,
Strong human level general or ful...,
Turing s argument for consciousne...
18
cards
chapter 4
What s so hard about object recog...,
The deep learning revolution 2,
Deep learning 3
21
cards
chapter 5
Yann lecun 1,
The pascal visual object classes ...,
Shortcomings of the pascal benchm...
13
cards
chapter 6
Deep neural networks learning str...,
Gofai learning strategy 2,
Convnet learning strategy 3
17
cards
chapter 7
Beneficial ai 1,
The great ai trade off 2,
Issues with facial recognition 3
5
cards
chapter 8
Reinforcement learning 1,
The promise of reinforcement lear...,
State 3
13
cards
chapter 9
Deep q learning 1,
The deep q network dqn 2,
The state of a dqn 3
15
cards
chapter 10
Transfer learning 1,
Deepmind s most important claim a...,
How can we assess how challenging...
5
cards
chapter 11
Natural language processing nlp 1,
In the 1990s rule based nlp appro...,
Most recently this statistical da...
21
cards
chapter 12
Neural machine translation 1,
Encoder network 2,
Decoder network 3
12
cards
chapter 13
Watson on jeopardy 1,
The stanford question answering d...,
The allen institute for artificia...
5
cards
chapter 14
Intuitive physics 1,
Intuitive biology 2,
Intuitive psychology 3
11
cards
chapter 15
Douglas lenat s cyc project 1,
Bongard problems 2,
Challenges of bongard problems 3
13
cards
lecture 1
Externalizing a piece of cognition 1,
Mechanical turk 2,
Analytical engine 3
18
cards
lecture 2
Neural networks connectionism par...,
Logic gates 2,
Mccullock pitts neuron assumptions 3
16
cards
lecture 3
Why are multilayered networks bet...,
Convnets 2,
Probing cognition with deep neura...
7
cards
lecture 4
Dennett s cognitive wheel 1,
Intelligence 2,
Time scales of adaptive behavior 3
19
cards
lecture 5
Prejudice in ai 1,
Where do these patterns come from 2,
Where do patterns come from accor...
9
cards
lecture 6
Creativity is 1,
Gpt 3 2,
Creativity score eg different way...
10
cards
lecture 7
Gpt 3 1,
Transformer models 2,
Seq2seq 3
17
cards
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