talk at Interpretability and Robustness in Audio, Speech, and Language (IRASL) Workshop at NeurIPS2018 are now available online: "Deep Within-Class Covariance Analysis for Robust Deep Audio Representation Learning"

#neurips2018 #neurips #irasl

🌎 Link



✴️ @AI_Python_EN
🗣 @AI_Python_Arxiv
❇️ @AI_Python

poster on "Leveraging machine intelligence on diagnosing UTI" at workshop in #NeurIPS2018.

✴️ @AI_Python_EN
🗣 @AI_Python_Arxiv
❇️ @AI_Python

Thoughtful and succinct explanation about why NIPS was a problematic name for a machine learning conference -- from Jeff Dean ect. at the #neurips2018 workshop for critiquing and correcting trends in ML.

https://www.dropbox.com/s/sv9qcfnv42zbmib/CRACT_2018_paper_35.pdf?dl=0

✴️ @AI_Python_EN
🗣 @AI_Python_Arxiv
❇️ @AI_Python

ICYMI — our poster on Latent Embedding Optimization (LEO) at the #NeurIPS2018 meta-Learning workshop earlier today. We combine a latent generative model of parameters with MAML in the latent space. Our paper demonstrates SOTA results on few-shot classification benchmarks.

✴️ @AI_Python_EN
🗣 @AI_Python_Arxiv
❇️ @AI_Python

Slides from Pieter Abbeel's talk at #NeurIPS2018 workshop on RL under Partial Observability:

https://lnkd.in/eFHdb9d

#NeurIPS #ReinforcementLearning

✴️ @AI_Python_EN
🗣 @AI_Python_Arxiv
❇️ @AI_Python

Excited to present practical fairness paper "Why is My Classifier Discriminatory?" at #NeurIPS2018

papers.nips.cc/paper/7613-why-is-my-classifier-discriminatory

❇️ @AI_Python
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

NeurIPS 2018 video talk collection #NeurIPS2018

https://buff.ly/2EaUFBC

❇️ @AI_Python
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

The AI art gallery from NeurIPS Creativity workshop

AI Art Gallery: http://aiartonline.com

#NeurIPS2018

❇️ @AI_Python
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

My 13-minute oral presentation at hashtag#NeurIPS2018 summarizing our world models paper. I felt like the weight of the world (model) was finally lifted off my shoulders after giving the talk.

article → https://lnkd.in/fa36JNH
paper → https://lnkd.in/gPjH_NJ


❇️ @AI_Python
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

Best paper award #NeurIPS2018 main idea: Defining a deep residual network as a continuously evolving system & instead of updating the hidden units layer by layer, define their derivative with respect to depth instead. Paper: https://arxiv.org/pdf/1806.07366.pdf … Code: https://github.com/rtqichen/torchdiffeq

❇️ @AI_Python
🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN

videos of #NeurIPS2018 invited talks: https://videos.videoken.com/index.php/videoscategory/neurips-2018/ … videos of more sessions here: https://www.facebook.com/pg/nipsfoundation/videos

❇️ @AI_Python_EN
🗣 @AI_Python_arXiv
✴️ @AI_Python

share white paper on Dopamine, #RL framework. got lots of positive feedback at #NeurIPS2018 ,

https://arxiv.org/abs/1812.06110 https://github.com/google/dopamine

❇️ @AI_Python_EN
🗣 @AI_Python_arXiv
✴️ @AI_Python

NeurIPS 2018

Videos: https://lnkd.in/edah9MA

#artificialintelligence #deeplearning #machinelearning #NeurIPS #NeurIPS2018

🗣 @AI_Python_Arxiv
✴️ @AI_Python_EN