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Unsupervised and semi-supervised anomaly detection with data-centric ML

Google Research AI blog

In most scenarios users have a limited labeling budget, and sometimes there aren’t even any labeled samples during training. Furthermore, even when labeled data are available, there could be biases in the way samples are labeled, causing distribution differences. Green/red dots represent normal/abnormal samples, respectively).

Data 112
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Let’s Connect at the NTC!

Amy Sample Ward

Who : Facilitating: Amy Sample Ward | NetSquared; Billy Bicket | NetSquared. Who : Speakers: Amy Sample Ward | Netsquared; Debra Askanase; Ivan Boothe. Workshop leaders will offer feedback and evaluation. Who : Speakers: Amy Sample Ward | Netsquared; Mrs. Peggy Duvette; Christine Egger; Manny Hernandez. When : 9:00 a.m.

NTC 126
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How To Avoid 8 Common Performance Evaluation Pitfalls

Eric Jacobsen Blog

Wednesday, December 1, 2010 How To Avoid 8 Common Performance Evaluation Pitfalls As the year comes to a close its likely time for many business leaders to tackle the annual performance appraisal process. So, here is a good reminder from author Sharon Armstrong about how to avoid eight performance evaluation pitfalls.

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Sparse video tubes for joint video and image vision transformers

Google Research AI blog

Using sparse video tubes to sample a video, combined with a standard ViT encoder, leads to an efficient visual representation that can be seamlessly shared with image inputs. By sparsely sampling the video tubes, we can use the same global self-attention module, rather than factorized attention like ViViT.

Video 92
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Great reads from around the web on May 20th

Amy Sample Ward

"A recent Reuter’s article: Top Ten Trends in Sustainable Business, focuses on the best trends in “green business,&# I’m struck by how many of the points are applicable to sustainable social media. "I outlined the value of planning and evaluating your nonprofit marketing in a recent post, and clearly hit a nerve.

Web 114
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Good Sample Business Principles

Eric Jacobsen Blog

3 Coaching And Mentoring Tips How To Avoid 8 Common Performance Evaluation Pitfa. Good Sample Business Principles Do you have a brand strategy? The Five Points Of Professionalism How To Talk About Poor Performance With An Employe. How To Improve Customer Service With The Telephone.

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Performer-MPC: Navigation via real-time, on-robot transformers

Google Research AI blog

Real-world robot navigation Although, in principle, Performer-MPC can be applied in various robotic settings, we evaluate its performance on navigation in confined spaces with the potential presence of people. We evaluate Performer-MPC in a simulation and in three real world scenarios. For more data collection details, see the paper.

Time 135