Can #NeuralNetworks generalize to factors of variation present in their training data?
We investigated this with a large-scale study and showed limited generalization capabilities.
Benchmark: https://t.co/gzGy2vKMMd
Paper: https://t.co/oDZMJbM9Qb
#MachineLearning#AI
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Come check out our work on unsupervised learning of disentangled representations by exploiting the temporal sparsity inherent to natural video at #ICLR2021!
- Oral: 7:00 AM EST
- Poster: 12:00-2:00 PM EST
Each dot here is the mean error at predicting one subject's responses to all 820 images. The @wielandbr, @bethgelab generative analysis by synthesis (ABS) model had the smallest error. But predicting humans from other humans (black dots) still beat all models. 8/10
We are delighted to announce that @BoschPresse is expanding its involvement in #CyberValley! A new Bosch #AI campus is planned for #Tübingen, right next to the research facilities of the @MPI_IS and @uni_tue. Bosch will invest around 35 million € and create jobs for 700 experts
Machine Learning scientists founded the ELLIS society today at #NeurIPS and #G7 in Montreal. Industry, science organizations and top #AI researchers in the field are #supportingELLIS. Full story: https://t.co/GAq35UpE2D and German press: https://t.co/cuUVsTszNj
Deadline for PhD applications to our International Max Planck Research School on Intelligent Systems #IMPRS_IS are due Nov 15. Do a PhD in computer vision in Tuebingen! Apply now and spread the news: https://t.co/RAmblEQaqZ
Tübingen to host one of four new Competence Centers for Machine Learning in Germany: University and Max Planck Institute for Intelligent Systems research robust learning algorithms https://t.co/RPx9c7e53d @MatthiasBethge@bethgelab @CellTypist @BMBF_Bund@MPI_IS#uni_tue
Sick of the internet shouting factory? Looking for a more civil place to discuss the big issues? After five years of development, we welcome you to Kialo, a system designed for thoughtful debate.
https://t.co/pMlzo4pXNA
Answers to FAQs:
1) Yes, the sun's output varies slightly
2) Yes, the climate has changed before
3) Yes, we've considered that
4) Physics
5) No, we're not getting rich from this
The answer is still: humans are responsible for nearly all of the warming over the past 150 years
"Everybody Dance Now" from Caroline Chan, Alyosha Efros and team transfers dance moves from one subject to another
The only way I'll ever dance well. Amazing work!!!
https://t.co/qFh5G4JjDC
https://t.co/8QNcbNwHZb
Just released on arxiv a book chapter about "Adversarial attacks and defenses competition" which was part of NIPS17 competition track. https://t.co/vmNsvYbVzK