Google Research AI blog

MARCH 24, 2023

The comparison with a clinicodemographic baseline is useful because risk for some diseases could also be assessed using a simple questionnaire , and we seek to understand if the model interpreting images is doing better. due to the multiple comparisons problem ). Top: Sample images scaled to different sizes for this experiment.

Photo 125

Photo System Los Angeles Comparison 125

Google Research AI blog

APRIL 21, 2023

We demonstrate how this platform enables a better model evaluation experience through interactive characterization and visualization of ML model performance and interactive data augmentation and comparison. Side-by-side comparison of multiple models and inspection of their outputs at different stages of the pipeline.

Interaction 121

Interaction Learning Tools Evaluation 121

Beth's Blog: How Nonprofits Can Use Social Media

DECEMBER 12, 2010

For example, Amy Sample Ward highly recommended the Droid X on Verizon. She was very helpful and walked me through comparisons of the phones I was considering and the different plans from providers. I have until December 27th to terminate my contract, select a more nonprofit friendly phone, and toss my iPhone.

New York 106

New York Charity Mobile Phone 106

Google Research AI blog

NOVEMBER 8, 2022

Comparison of four prompting methods, (a) Standard, (b) Chain of thought (CoT, Reason Only), (c) Act-only, and (d) ReAct, solving a HotpotQA question. using ~140k samples) 89.5 using ~90k samples) PaLM-540B prompting results on HotpotQA and Fever. ReAct 71 40 Imitation Learning Baselines 37 (using ~100k samples) 29.1

Language 90

Language Model Sample Wikipedia 90

Google Research AI blog

MARCH 3, 2023

Learning to avoid local minima We evaluate Performer-MPC in a simulated doorway traversal scenario in which 100 start and goal pairs are randomly sampled from opposing sides of the wall. Comparison of the Performer-MPC with Regular MPC on the doorway passing task. Performer-MPC shows a success rate of 86% compared to RMPC’s 24%.

Time 135

Time Demonstration Policy Attention 135

Candid

SEPTEMBER 14, 2023

Candid’s team also added 21 new metropolitan statistical areas (MSAs) to the report this year to allow for greater geographic comparisons. Learn more about Candid’s 2023 Nonprofit Compensation Report by visiting this webpage and downloading a sample report.

Report 111

Report District of Columbia Nonprofit Data 111

Google Research AI blog

JUNE 9, 2023

Imagen Editor takes three inputs from the user: 1) the image to be edited, 2) a binary mask to specify the edit region, and 3) a text prompt — all three inputs guide the output samples. Finally, at inference we apply classifier-free guidance (CFG) to bias samples to a particular conditioning, in this case, text prompts.

Evaluation 113

Evaluation Images Guide Model 113

Google Research AI blog

JUNE 29, 2023

Method Parameter Size Plugable From Scratch Portable Plug-and-Play 860M* ✔️ ❌ ❌ ControlNet 430M* ✔️ ❌ ❌ T2I Adapter 77M ✔️ ✔️ ❌ MediaPipe Plugin 6M ✔️ ✔️ ✔️ Comparison of Plug-and-Play, ControlNet, T2I Adapter, and the MediaPipe diffusion plugin. * The following table shows randomly generated samples by conditioning on face mesh and prompts.

Plugin 76

Plugin Images Generation Model 76

The Verge

MAY 14, 2020

By comparison, says Hanson, competitors’ chips, such as those made by the Intel-owned Movidius (which are used in Google’s Clips camera and DJI’s Phantom 4 drone ) can take hundreds of milliseconds — even seconds — to process. Test samples of the IMX500 have already started shipping to early customers with prices starting at ¥10,000 ($93).

Camera 118

Camera Images Application Process 118

Care2

JULY 16, 2012

This great workbook from Idealware and Darim Online provides insightful questions, exercises, and a sample policy template that community managers can use as a starting point in creating an organization’s official social media policy. Debra Askanase has a great review of the workbook that I’d recommend you check out as well.

Report 78

Report Nonprofit Social Media Guidelines 78

sgEngage

SEPTEMBER 18, 2024

While these findings are not entirely comparable due to differences in the sample per region, they give excellent insights into the social impact sector and trends across the world. When focused on income streams, grants are ranked as the main income stream across all three regions.

Global 105

Global Research New Zealand Fundraising 105

Google Research AI blog

JULY 6, 2023

To address this fact, composed image retrieval (CIR) retrieves images based on a query that combines both an image and a text sample that provides instructions on how to modify the image to fit the intended retrieval target. The comparison with (iii) shows the importance of composing image and text using a language encoder.

Map 85

Map Picture Images Proposal 85

Google Research AI blog

JUNE 21, 2023

To help address this problem, we worked with more than 1,000 participants to collect over 1,000 hours of disordered speech samples and used the data to show that ASR personalization is a viable avenue for bridging the performance gap for users with disordered speech. quite a while now i've been talking for quite a while now.

Research 98

Research Social Google Audio 98

TechCrunch

FEBRUARY 11, 2022

There were other funding events and product launches, but that’s enough of a sample for us to understand that private-market investors around the world are investing in the consumer checkout-and-credit capability, even after industry incumbents Affirm went public and Klarna has grown to massive scale with global reach.

Marketing 89

Marketing Calendar Philippines Kenya 89

TechCrunch

JANUARY 25, 2022

Meanwhile, at the National Eye Institute, a team of scientists led by Kapil Bharti have been manufacturing induced pluripotent stem cells from patient blood samples, and have shown, in animal studies , that these cells can integrate with the retina.

Studies 98

Studies Articulate Collaboration National 98

The Verge

SEPTEMBER 15, 2021

I don’t feel comfortable running the patient sample.”. By comparison, the commercially available machines failed much less frequently. In one email we saw today, Cheung wrote that she was happy to do quality control on a hepatitis C sample to confirm the test worked, but “I don’t feel comfortable running the patient sample,” she wrote.

Sample 60

Sample Test Results Problem 60

Amy Sample Ward

MAY 5, 2009

I think this comparison, and context, is a great example of why local (read: non-global) organizations are still key in social change work, and why we need to be building stronger networks for data and information sharing.

Local 100

Local Organization Comparison Culture 100

The Verge

JUNE 22, 2021

Much like Nvidia’s Deep Learning Super Sampling (DLSS), AMD’s answer with FSR aims to upscale games from a lower resolution to provide smoother frame rates without a noticeable compromise in image quality. Illustration by Alex Castro / The Verge. PCGamer also reports that it didn’t notice any bugs or image artifacts in the games it tested.

Technique 77

Technique Images Game Rate 77

Google Research AI blog

JUNE 1, 2023

Given an image-text example, we randomly sample a prefix containing the first few tokens of the text. REVEAL achieves higher accuracy in comparison to previous works including ViLBERT , LXMERT , ClipCap , KRISP and GPV-2. REVEAL achieves a higher score in comparison to Flamingo , VinVL , SimVLM and CoCa.

Language 113

Language Training Train Knowledge 113

Tableau

NOVEMBER 14, 2023

When communicating with data, viewing a chart instead of a table of numbers can help us very quickly understand our data, make comparisons, see patterns or trends, and use that information to make better decisions. What was the sample size of the data? Does the sample properly represent the population?

Chart 52

Chart Sample Badge Survey 52

Beth's Blog: How Nonprofits Can Use Social Media

AUGUST 15, 2011

and use a tool like rowfeeder to capture the hashtag stream into a spreadsheet to analyze. You’ll can do some comparison testing of different calls to action and then refine what you’re doing. Just a small pilot, a little bit a data, and linked to decision-making can help your tweets have more impact.

Tag 103

Tag Measure Twitter Campaign 103

Get Fully Funded

JUNE 20, 2022

If you think your current bylaws are seriously lacking, ask peer organizations to share their bylaws for comparison. You can also find templates for nonprofit bylaws and nonprofit bylaws samples online, if you feel like your refresh will be more of a rewrite. But resist the temptation to just copy another organization’s bylaws.

Nonprofit 122

Nonprofit Review Government Organization 122

Candid

JULY 27, 2023

2002-2012 – Childhood During the first 10 years, Candid staff primarily focused on collecting grants of $10,000 or more awarded by a sample of the largest U.S. 2013-2014 – Tweens A decade in, the importance of consistent year-over-year comparisons grew. private and community foundations. as measured by total giving.

Grant 98

Grant Data Pledge Foundation 98

Google Research AI blog

MARCH 7, 2023

Samples from the HierText dataset. Below we summarize the characteristics of HierText in comparison with other OCR datasets. Below, we visualize examples using the HierText dataset and demonstrate the concept of hierarchical text by shading each text entity with different colors. Left: Illustration of each word entity.

San Jose 102

San Jose Analysis Images Research 102

DataRobot

FEBRUARY 10, 2021

The test dataset should have used out-of-sample testing to prevent overfitting. For comparison, a random forest model achieves 2.38 The model below was optimized on log loss, but I am viewing the accuracy metrics for comparison to the existing benchmarks. Conclusion.

Model 98

Model Benchmark Metrics Training 98

Google Research AI blog

JULY 11, 2023

Although prior work has demonstrated the benefits of ML in design optimization, the lack of strong, reproducible baselines hinders fair and objective comparison across different methods and poses several challenges to their deployment. To ensure steady progress, it is imperative to understand and tackle these challenges collectively.

Open Source 74

Open Source Design Open Learning 74

The Verge

MARCH 23, 2021

I don’t think forcing such a direct comparison was the right move because, despite 1More claiming that it offers “so much more” than Apple’s flagship buds, the ComfoBuds Pro can’t match up with the AirPods Pro in all areas — as is expected with such a price discrepancy — but they’re still an excellent product in their own right.

Sound 84

Sound Review Audio Press 84

The Verge

NOVEMBER 24, 2021

I can’t conceivably test the lifespan claim, but Elecjet did send me a review sample of the Apollo Ultra to validate the improved charging speed. For comparison, I connected the same 100W charger to a 10,000mAh lithium-ion battery I recently purchased on AliExpress for about $20. Charges from zero to full in 27 minutes.

Lithium 94

Lithium Module Phone Test 94

Tableau

NOVEMBER 14, 2023

What types of comparisons are made in the interpretation? Charts help us make informed comparisons that lead to good decisions. It’s important to consider the context of the chart and understand the comparisons made. When interpreting and presenting comparisons, be mindful of the uncertainty in our results.

Chart 52

Chart Review Comparison Badge 52

Beth's Blog: How Nonprofits Can Use Social Media

JANUARY 20, 2009

Amy Sample Ward writes a blog about nonprofit technology and social media and is the community builder for Netsquared. Laura Quinn is the founder of Idealware, which offers a consumer reports like analysis and comparison of nonprofit software. Susan Tenby is the community manager at TechSoup responsible for their Second Life efforts.

Technology 76

Technology Social Media Companies Nonprofit 76

M+R

FEBRUARY 4, 2021

We also use the median for our comparisons, so that one outlier doesn’t skew the whole set. One notable difference when looking at Giving Tuesday year to year is when these emails are sent: every group in our sample sent at least one email before the special day, with groups sending as many as three pre-Giving Tuesday emails.

Fundraising 98

Fundraising Gift email Group 98

TechCrunch

MARCH 28, 2022

There’s already a test satellite up there sending back sample imagery, and a second-generation bird will go up next month. For comparison, Planet’s satellites have a handful of additional useful slices, creating what’s called multispectral imagery, which is better than plain RGB.

Camera 88

Camera Images Chart Jordan 88

Google Research AI blog

AUGUST 8, 2023

Adaptivity based on the function type has been explored in studies on mixture-of-experts , where the sparsely activated parameters for each input sample are determined through routing. For different samples, we pick a variable number of different tokens from the tape bank. An overview of AdaTape.

Model 74

Model Foundation Evaluation Sample 74

Zen and the Art of Nonprofit Technology

JUNE 29, 2007

But their number pale in comparison to, say, the plethora of, say, network sniffing tools, for instance. It is also true that it was far from a representative sample of people here at the US Social Forum (which is way more female and of color than that group.) That speaks volumes to me.

Open Source 100

Open Source Open Software Wiki 100

Beth's Blog: How Nonprofits Can Use Social Media

JULY 12, 2009

By understanding your activity and performance, fan response, trends and comparisons, you are better equipped to improve your presence on Facebook. See a sample of what the stats look like here. Actually, this data will likely help you improve your overall web efforts! What is measured you ask? .

Facebook 98

Facebook Stats Tips Social Media 98

Google Research AI blog

MAY 15, 2023

In comparison to an industry standard scale like the Fitzpatrick Skin-Type Scale designed for dermatological use, the MST offers a more inclusive representation across the range of skin tones and was designed for a broad range of applications, including computer vision. and 5 photographers in India.

India 109

India Images Research Training 109

Towards Data Science

JANUARY 7, 2024

This setup installs all needed libraries and gets the sample data ready. GitHub - sarthak-sarbahi/whylogs-pyspark Start by downloading the sample data (CSV) from here. mean.value Next, we’ll also calculate the mean directly from the dataframe for comparison. To make our code work anywhere, we’ll use JupyterLab in Docker.

Profile 98

Profile Data Tutorial Metrics 98