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Ekta Prashnani Profile
Ekta Prashnani

@ekta_prashnani

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Research Scientist @NVIDIA AI. PhD @UCSantaBarbara . Views my own.

San Francisco Bay Area
Joined July 2012
Don't wanna be here? Send us removal request.
@ekta_prashnani
Ekta Prashnani
1 year
We are hiring a Ph.D. intern @ NVIDIA for research on multi-modal generative models, reinforcement learning, self-supervised representations, and 3D perception for video conferencing. If you have experience leading insightful contributions on any of these topics, DM / email me.
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@ekta_prashnani
Ekta Prashnani
2 years
Today is my first day @NVIDIA as a Research Scientist for Human Performance and Experience. Getting to work with + learn from many world experts to advance our understanding & application of AI is truly a dream come true. I couldn’t have asked for a better place to pursue it! 💚
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@ekta_prashnani
Ekta Prashnani
6 months
We are hiring a Ph.D. Intern @ NVIDIA, to work on generative models, visual perception, and quality of digital avatars. Ideal candidate is someone with a track record of leading impactful work. Contact @RuthRosenholtz or me if you think you would be a good fit. Details in thread.
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@ekta_prashnani
Ekta Prashnani
2 years
📢 We are hiring a summer Ph.D. intern for the Human Performance & Experience team @ NVIDIA Research! Topics include, but are not limited to: deep perceptual quality metrics for visual media, modeling aspects of human vision, & robust representation learning. [1/2]
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@ekta_prashnani
Ekta Prashnani
3 years
Incredibly proud of my friend, Abhishek Badki, and my Nvidia mentor, @0razio Gallo, for receiving the best student paper Honorable Mention at #CVPR2021 for their work on Binary TTC: A Temporal Geofence for Autonomous Navigation Big congrats to all authors!
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@ekta_prashnani
Ekta Prashnani
9 months
Exciting start to 2024! 😃
@L_Salewski
Leonard Salewski
9 months
I’m happy to share that from today I’m starting a new position as a Research Intern at @nvidia . I will be working with @ekta_prashnani , Joohwan Kim and Iuri Frosio.
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@ekta_prashnani
Ekta Prashnani
4 years
This past month I had the opportunity to mentor 3 exceptional high-schoolers for their intro-to-ML-research projects. Yesterday they gave their final talks & it makes me marvel at how far they have come! A good reminder of how much one can learn if they stay curious & persistent.
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@ekta_prashnani
Ekta Prashnani
7 years
Honored to be an AI grant fellow! thanks @danielgross and @natfriedman !
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@ekta_prashnani
Ekta Prashnani
1 year
As I complete my first year of being a research scientist at NVIDIA, I cannot help but echo the sentiment @twominutepapers conveyed in this video: “What a time to be alive!” 😃
@twominutepapers
Two Minute Papers
1 year
New Video - NVIDIA’s New AI: Better Games Are Coming! #nvidia
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@ekta_prashnani
Ekta Prashnani
6 years
Tomorrow at CVPR, I am presenting a perceptually consistent metric for image error prediction, PieAPP. It is a state-of-the-art method to model human visual preference. Poster no. J4, Hall C-E, 12:30pm. #cvpr #CVPR2018
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@ekta_prashnani
Ekta Prashnani
4 years
A good day to grade students’ homework. 😅 Also, a good day to feel calmer about being an international student in the US.
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@ekta_prashnani
Ekta Prashnani
2 years
📢 A few weeks ago, I graduated with my Ph.D. from @ucsantabarbara . Amidst the deep dive into perceptual metrics, visual saliency and media forensics, I gathered many life lessons and vital friendships. Very grateful for this journey and to everyone who helped me along the way!
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@ekta_prashnani
Ekta Prashnani
8 years
want an awesome & readable intro to Recurrent Neural Networks? look no further: …. thank you, @zacharylipton !
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@ekta_prashnani
Ekta Prashnani
3 years
[1/4] At @BMVCconf (Poster sess. 1), we will present noise-aware training, an effective strategy to train saliency predictors with limited gaze data, and a dynamic saliency dataset. (w/ Iuri Frosio, @0razio , Pradeep Sen, Joohwan Kim, @josefspjut ) Teaser:
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@ekta_prashnani
Ekta Prashnani
6 months
Please turn in your resume along with an intro to yourself to: eprashnani @nvidia .com Note: this is an in-person, full-time opportunity, where the intern would be hosted in either the Santa Clara or the Boston NVIDIA office. The applicants need to have US work authorization.
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@ekta_prashnani
Ekta Prashnani
4 years
Looking forward to the talk, @saiphcita !
@saiphcita
Dr. Saiph Savage
4 years
I am honored to be giving a keynote at NeurIPS tomorrow! I will present about the invisible workers who are driving our A.I. industry and discuss how we can co-design with them to create a more empowering future of work 👊🏾🔧 Join me! 👉🏾 #neurips2020 #AI
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@ekta_prashnani
Ekta Prashnani
6 years
Presenting PieAPP (a perceptually consistent metric for image error prediction) at CVPR tomorrow! Find me at Hall C-E No. J4! See you there! :) #cvpr2018 #cvpr
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@ekta_prashnani
Ekta Prashnani
1 year
Another internship announcement with my team at NVIDIA Research! Contact Ruth if this looks like an interesting research direction to you.
@RuthRosenholtz
Ruth Rosenholtz @[email protected]
1 year
Clarifying an earlier call: We are looking for a Ph.D. intern @ NVIDIA for research on human perception of 3D scenes. Human vision and/or graphics background with an interest in human vision. DM me if interested or have questions. Please spread the word.
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@ekta_prashnani
Ekta Prashnani
4 years
This is very inspiring! 😃 #COVID19 #nvidia
@NVIDIAAI
NVIDIA AI
4 years
Chief Scientist Bill Dally released an open-source design for a low-cost, easy-to-assemble mechanical ventilator. To move his project forward, he spent time gathering expert advice on the device’s capabilities and testing prototypes. Read more in detail on the design. #COVID19
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@ekta_prashnani
Ekta Prashnani
5 years
Happy new year everyone! Sharing some of the beautiful sights I witnessed last year.
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@ekta_prashnani
Ekta Prashnani
1 year
To send an email: eprashnani @nvidia .com.
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@ekta_prashnani
Ekta Prashnani
7 years
Saying goodbye to my high school mentees! They reminded me to always stay curious. I taught them some machine learning+computer vision.
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@ekta_prashnani
Ekta Prashnani
4 years
Nagging deadlines, fighting unproductive spells due to steep routine changes, many COVID-19 uncertainties... And then: a moment of freedom from all these nags. It came to me in the form of a bug in my code that consumed all of my attention. I am grateful. #focusOnWhatYouCanDo
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@ekta_prashnani
Ekta Prashnani
2 years
If interested, contact: eprashnani @nvidia .com. Ideal applicant: a Ph.D. candidate with a proven track record of making insightful scientific contributions, and leading research publications at top-tier CV / ML venues. [2/2]
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@ekta_prashnani
Ekta Prashnani
6 years
After my positive experience with the AI Grant, Pioneer is something to look forward to. Glad to see such efforts to make financing, mentorship and peers accessible to all the lost geniuses across all areas of pursuit! Way to go @danielgross and team! @pioneerdotapp
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@ekta_prashnani
Ekta Prashnani
5 years
Promising work at Nvidia Research by @XueT_Li @SifeiL @shalinidemello and team. A self-supervised 3D reconstruction method using a single viewpoint of a scene...surpasses the need for manual labeling, multiple views, etc., & achieves results on par with supervised SOTA methods!
@shalinidemello
Shalini De Mello
5 years
Introducing "Self-supervised Single-view 3D Reconstruction via Semantic Consistency" -- without 3D shape, keypoints, viewpoint, or templates! @XueT_Li , @SifeiL , @jampani_varun , Ming-Hsuan Yang, @jankautz , @NVIDIAAI . Paper: Video:
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@ekta_prashnani
Ekta Prashnani
4 years
cooked/baked/raw food adventures during the lockdown...it’s been fun. Even more so because I have only been using an Instant Pot for it all. 😃
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@ekta_prashnani
Ekta Prashnani
5 years
I hear this from my parents as well, almost every time we talk. ☺️
@JamesClear
James Clear
5 years
Advice my dad just gave me: "Do your best and be at peace with it." A good reminder for us all, I think.
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@ekta_prashnani
Ekta Prashnani
1 year
🇮🇳 💛
@RayDalio
Ray Dalio
1 year
India's successful lunar mission (landing its Chandrayaan-3 spacecraft on the moon) is another one of many straws in the wind showing its ascendence. As previously shown in my health index for countries, which is used to derive my projections for countries' next 10-year growth
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@ekta_prashnani
Ekta Prashnani
6 years
Santa Barbara’s “fall colors”
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@ekta_prashnani
Ekta Prashnani
4 years
Been scrolling through Reviewer Number 3’s feed 😅
@thirdreviewer
Reviewer Number 3
4 years
before the paper can be published, I recommend just one small revision
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@ekta_prashnani
Ekta Prashnani
4 years
My fondness for string lights and taking pictures with them has peaked lately!
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@ekta_prashnani
Ekta Prashnani
3 years
@MicrosoftCMT is down 😕 Today has been quite a testament to the power of CVPR community.
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@ekta_prashnani
Ekta Prashnani
4 years
Maybe it’s deadline-induced sleep deprivation talking...but one of my favorite things to do is press ⏎ to start a shell script that will successfully launch several deep-learning experiments. What a joy! 😃 ↩️
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@ekta_prashnani
Ekta Prashnani
8 years
After a long deadline-driven spell, back on Twitter!
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@ekta_prashnani
Ekta Prashnani
5 years
Reading Tesla’s writings and his biography by Bernard Carlson to mark his 77th death anniversary tomorrow...so humbled by his genius; his work and vision is truly inspiring!
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@ekta_prashnani
Ekta Prashnani
5 years
Speaking of snowball effects... Nikola Tesla’s impression of this phenomenon contributed to his mindset behind discovering the Tesla coil. Following up on those little sparks could lead to profound discoveries: important reminder for the aspiring scientist in me. 😊
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@ekta_prashnani
Ekta Prashnani
3 years
[2/4] Accuracy of saliency maps measured with gaze data varies with frame content (2 frames of a video shown below) & no. of available observers. Hence, it is hard to guarantee high per-frame accuracy of measured per-frame saliency of dynamic videos, esp. with few observers.
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@ekta_prashnani
Ekta Prashnani
3 years
[3/4] The traditional training of a saliency predictor is prone to noise overfitting since the discrepancy netween predicted & measured (noisy) saliency map is directly minimized. With our method (NAT), we reduce overfitting to noisy maps by accounting for the noise in each map.
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@ekta_prashnani
Ekta Prashnani
12 years
smthng i read smwer: never chase love, affection or attention..if it isnt given freely from another person, it isnt worth having..!
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@ekta_prashnani
Ekta Prashnani
9 years
@simonsinek
Simon Sinek
9 years
Managers expect us to work hard out of obligation. Leaders inspire us to work hard with pride.
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@ekta_prashnani
Ekta Prashnani
5 years
I followed Kobe Bryant as a source of inspiration for my own (sometimes seemingly insurmountable) struggles as a PhD student. What a legend - it seems unreal that life can be so very ephemeral. #RIPKobeBryant (Picture source: )
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@ekta_prashnani
Ekta Prashnani
1 year
This is going to be an amazing Emerging Tech! Do check it out if you are at @siggraph !!
@luminohope
Koki Nagano
1 year
In about a week @SIGGRAPH , we will showcase an AI-Mediated 3D Video Conference system at Emerging Technologies, where you can talk to people in 3D using only a webcam + GenAI. It also features Live 3D Portrait and many more! Check it out
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@ekta_prashnani
Ekta Prashnani
6 years
Cliffhangers
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@ekta_prashnani
Ekta Prashnani
12 years
#Realization : The mess in my room is proportional to the mess in my mind!
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@ekta_prashnani
Ekta Prashnani
12 years
@TrollKeshwar @Blabfest @BombayBouy \m/ this summer is ALWAYS gonna be one of the best stops down the memory lane!!
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@ekta_prashnani
Ekta Prashnani
4 years
@jxbz Awesome work Jeremy!!
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@ekta_prashnani
Ekta Prashnani
3 years
[4/4] We show the generalizability of NAT for visual saliency prediction with experiments across multiple datasets, dataset sizes, loss functions, & architectures. NAT is particularly effective when limited gaze data is available.
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@ekta_prashnani
Ekta Prashnani
4 years
Couldn’t agree more.
@blekhman
Ran Blekhman
4 years
It sucks not being able to visit your family Just ask immigrant scientists who haven't seen their family in years because of visa issues & costs, and the very real possibility they would not be allowed back in the country It's time to fix the US visa system
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@ekta_prashnani
Ekta Prashnani
1 year
I am not @CVPR this year, but this event is one of the many reasons I wish I was. 😊
@ArashVahdat
Arash Vahdat
1 year
📢 #CVPR2023 Spontaneous Diffusion Meetup Several folks have asked me to do a casual meetup for those interested in diffusion models @CVPR . Let's meet tomorrow (Wed) at 1 pm in West building (upper levels). Exact location will be posted below this tweet. Please spread the word
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@ekta_prashnani
Ekta Prashnani
5 years
@IndiainSpain has been so instrumental in enabling my return trip to India from a recent visit to Spain. Really appreciate your efforts, kind sirs! Thank you for keeping the Indian Embassy open on a Sunday to help out those in need.
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@ekta_prashnani
Ekta Prashnani
8 years
@rai_aashi wish you a very very happy birthday, Rai! It's been a while, how have you been? text me :)
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@ekta_prashnani
Ekta Prashnani
9 years
The festival of lights is here again, Happy Diwali everyone ! :)
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@ekta_prashnani
Ekta Prashnani
9 years
And the wait is finally over ! My canon 6D is here :) expect lots of pictures in future, folks ! here's a starter ! http://t.co/f2ncVK5zJR
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@ekta_prashnani
Ekta Prashnani
12 years
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@ekta_prashnani
Ekta Prashnani
4 years
This feels safe, reassuring, relaxing - this feels like Christmas! 😃 @natfriedman 👏
@natfriedman
Nat Friedman
4 years
Damn straight.
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@ekta_prashnani
Ekta Prashnani
6 years
Yay! Thanks @natfriedman
@natfriedman
Nat Friedman
6 years
Just a reminder to the people who missed the announcement, that we made unlimited private repos free for all users on GitHub this year. ❤️
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@ekta_prashnani
Ekta Prashnani
9 years
I love how @simonsinek summarizes leadership. I have watched this talk many times, you will love it too.
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@ekta_prashnani
Ekta Prashnani
9 years
Early morning trek to Cathedral peak. What an experience! Research is so much similar to rock climbing up a hill.
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@ekta_prashnani
Ekta Prashnani
9 years
Best view of my home ? taken with my #canon6D http://t.co/fx4VfgDERl
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@ekta_prashnani
Ekta Prashnani
12 years
Sleeping happy is the best thing in the world! :D
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@ekta_prashnani
Ekta Prashnani
12 years
most important luxury of 21st century: free time!
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@ekta_prashnani
Ekta Prashnani
2 years
@ShoaibASiddiqui @nvidia Thanks @ShoaibASiddiqui ! Yes absolutely - see you soon, with ☕️
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@ekta_prashnani
Ekta Prashnani
9 years
I had a great saturday: bike trip to Sausalito & ferry boat ride back. lots of pictures ! check them out:
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@ekta_prashnani
Ekta Prashnani
6 years
I think it is important for platforms of scientific discourse to be free of known sexual/racist connotations. Please help make that happen by signing the petition! #ProtestNIPS thanks @AnimaAnandkumar
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@ekta_prashnani
Ekta Prashnani
7 years
@zacharylipton 2/ potential consequence of (B): too much backward referencing to the LA chapter might get a bit daunting if the chapter ends up being dense
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@ekta_prashnani
Ekta Prashnani
8 years
I love it when I find awesome hobby projects! New project: "something cool" using recurrent nets. About time. Details to follow! Yay!
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@ekta_prashnani
Ekta Prashnani
7 years
It's amazing that major venues like TOG & ICLR are embarking on reproducibility initiative! Research results + some guarantees: love that!
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@ekta_prashnani
Ekta Prashnani
2 years
This. 😃
@MattNiessner
Matthias Niessner
2 years
Nothing beats the feeling of being accomplished than submitting a research paper... except maybe having a full night's sleep, but that's a story for a different time!
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@ekta_prashnani
Ekta Prashnani
12 years
the spike of excitement when you see a friend online on the chat list the moment you feel chatty! #PerfectTiming
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@ekta_prashnani
Ekta Prashnani
7 years
If I work hard and become really smart, would I be successful as well? Perhaps, not:
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@ekta_prashnani
Ekta Prashnani
8 years
Trapped in a recursive well of recurrent neural net papers. :-/ mixed feelings.
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@ekta_prashnani
Ekta Prashnani
10 years
@aditsgupta awesome!!! finally!!!!! it was supposed to arrive around Holi, but better late than never :D
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@ekta_prashnani
Ekta Prashnani
4 years
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@ekta_prashnani
Ekta Prashnani
12 years
how fast a change can a man tolerate decides how fast can he regain his happiness!
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@ekta_prashnani
Ekta Prashnani
9 years
#AskSam @sama Are YC applications open to international applicants studying in US?
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@ekta_prashnani
Ekta Prashnani
8 years
After 3 weeks of India, driving on the right lane in Santa Barbara feels so awkward!
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@ekta_prashnani
Ekta Prashnani
4 years
@0razio @NVIDIAAI Congratulations @0razio and Abhishek!! Very well-deserved!
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@ekta_prashnani
Ekta Prashnani
8 years
#cs231 videos are very well put together. I am having productive layovers, thanks @karpathy ! (And @aditsgupta for the downloads :)
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@ekta_prashnani
Ekta Prashnani
8 years
@ycombinator 's pilot study on Basic Income to start in Oakland: . Looking forward to updates in earnest!
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@ekta_prashnani
Ekta Prashnani
11 years
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@ekta_prashnani
Ekta Prashnani
2 years
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@ekta_prashnani
Ekta Prashnani
4 years
@ArashVahdat Wishing a very fast recovery for your father, Arash!
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@ekta_prashnani
Ekta Prashnani
9 years
@karpathy thanks for putting together CS231n ! learnt a lot.
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@ekta_prashnani
Ekta Prashnani
4 years
@paperboat77 Great work, Cecilia! 👍
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@ekta_prashnani
Ekta Prashnani
8 years
Check out new work on my @Behance portfolio: "Friday nights in Silicon Valley"
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@ekta_prashnani
Ekta Prashnani
4 years
What a cool time it is, indeed! :)
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@ekta_prashnani
Ekta Prashnani
8 years
@zacharylipton it's an excellent document :) but perhaps a simpler Fig.11? The pink-dashed arrows are hard to track.
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@ekta_prashnani
Ekta Prashnani
9 years
@_atharvapatil hehe, thanks. I owe that to @aditsgupta actually :D
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@ekta_prashnani
Ekta Prashnani
3 years
@0razio @NVIDIAAI How amazing! The very best of luck! 🤞🤞
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@ekta_prashnani
Ekta Prashnani
12 years
@stinsonsays you do that to elderly women? and you think that's awesome?
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@ekta_prashnani
Ekta Prashnani
9 years
@mohak07 @UCSBengineering thanks Mohak. This actually came out in spring this year, I retweeted too late. Oh well!
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@ekta_prashnani
Ekta Prashnani
8 years
True story!
@cindywu
cindy
8 years
most common comment on experiment reviews: "this needs to be written the same way you would talk to another human"
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@ekta_prashnani
Ekta Prashnani
7 years
The tipping point, power of habit, sapiens, outliers have one common message: the importance of the butterfly effect.
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@ekta_prashnani
Ekta Prashnani
9 years
Merry Christmas everyone! Took some pictures this Christmas eve. Here's a link:
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@ekta_prashnani
Ekta Prashnani
9 years
Wow !! "Canon XC10 camcorder shoots 4K and looks damn good doing it" http://t.co/xYbNsBCGQf
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@ekta_prashnani
Ekta Prashnani
8 years
Did you guys hear about DGX-1 launched by @nvidia at #GTC16 ?? Wow wow wow!!! Does someone have spare cash 4 me, please ? :)
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@ekta_prashnani
Ekta Prashnani
8 years
saw this paper on a tweet by @ylecun : End to End Learning for Self-Driving Cars. Check it out: I am amazed!
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