Ehsan Adeli
@eadeli
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Researcher & Faculty @Stanford @StanfordMed @StanfordPSY ; @StanfordSVL , @StanfordAILab . AI, Computer Vision, Neuroscience, Healthcare, Medical Image Analysis.
Stanford, CA
Joined July 2009
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Check our paper
@CVPR
2021: Metadata Normalization (MDN), a new batch-level operation (end2end training) to correct the influence of metadata (
#bias
,
#confounder
, you name it) on feature distributions. W/
@drfeifei
@jcniebles
et al.
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25
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It is a unique experience and an honor to teach
@cs231n
alongside
@drfeifei
this Spring with 600+ students in the class. Looking forward to an amazing quarter.
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3
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Deadlines are amazing! I really do not understand how papers come together in the last moment! 3 days ago, I thought we are not submitting many of the papers we were writing. 10 min before the deadline, the paper looks so good as if we could not do it any better.
#CVPR2021
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I was the session chair, in which this paper was presented. It was rediculously hilarious, simply disrespectful, & unprofessional.
@CVPR
needs to find ways to select oral presentations more intelligently, instead of finding ways to penalize reviewers providing free service!
I know that
@CVPR
oral talks are only 5 minutes, but speeding up your prerecorded talk 2x to fit the limit is not the solution! 😆
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@StanfordSVL
's
@RanjayKrishna
starting off the Scene Graph Representation & Learning workshop,
@ICCV19
@drfeifei
@jiadeng
#iccv2019
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8
38
Our paper with
@adnothing
&
@jcniebles
"Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction" accepted for presentation
@icra2020
!
@StanfordSVL
@StanfordAILab
@ToyotaResearch
Stanford-TRI Intent Prediction (STIP) dataset & the paper coming out soon! Stay tuned!
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Friend: What are your doing these days?
Me: Aging and meeting deadlines!
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Please join us at the 1st
#Workshop
,
#Benchmark
, and
#Challenge
on Human Trajectory and Pose Dynamics Forecasting in the Wild,
@ICCV_2021
. We have an amazing lineup of organizers & speakers.
Workshop:
Paper:
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37
Submit a paper to our Ambient Intelligence for Healthcare (Oct 8)
@MICCAI_Society
workshop.
Keynote: Zakia H
@TGrantcharovMD
Tanveer SM
My co-organizers:
@Babak_Taati
@peabody124
@itironal
@drfeifei
@landay
@AnimaAnandkumar
Jeff C &
@nadiaberthouze
URL:
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Attending
#NeurIPS2023
? Let's catch up. I am looking for postdocs to join my group at
@Stanford
, in:
1- Human action understanding in videos (with applications in healthcare)
2- Brain/MR image/network analysis
3- Counterfactual generative models
@NeurIPSConf
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Our work "3D CNNs with Adaptive Temporal Feature Resolutions" (great multi-institute collaboration with Mohsen, Emad, Ali, Mehdi, Luc, and Juergen) is accepted for presentation at
#CVPR2021
. Thanks, everybody.
Our paper "3D CNNs with Adaptive Temporal Feature Resolutions" is accepted to
#CVPR2021
.
A joint project with:
@BahramiEmad
,
@AliDiba67
, M. Noroozi,
@eadeli
, Prof. Luc Van Gool, Prof. Juergen Gall
preprint on arXiv:
(1/4)
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One of my papers at
#ECCV2020
was saved by the area chair(s) after
#Reviewer2
played unfairly and recommended rejection on baseless concerns. I was amazed at how the ACs carefully read the paper, reviews, & our rebuttal; and made relevant comments. Kudos
@eccvconf
!
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I wish
#ECCV2024
and
#MICCAI2024
have coordinated with each other, before setting their paper submission deadlines on the exact same day!!
@eccvconf
@MICCAI_Society
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2
31
Our recent paper, published in
@NatureComms
...
.
@eadeli
et al. introduce an end-to-end approach for deriving features invariant to confounding factors as inputs to prediction models
@StanfordMed
@StanfordPSY
@StanfordAILab
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Join us for this
#Workshop
,
#Benchmark
, and
#Challenge
on Human Trajectory and Pose Dynamics Forecasting in the Wild at
@ICCV_2021
! There is still time to submit abstracts & present your work:
@HamidRezatofigh
@silviocinguetta
@jcniebles
@StanfordAILab
Please join us at the 1st
#Workshop
,
#Benchmark
, and
#Challenge
on Human Trajectory and Pose Dynamics Forecasting in the Wild,
@ICCV_2021
. We have an amazing lineup of organizers & speakers.
Workshop:
Paper:
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8
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Delighted to announce that website for our
@NeurIPSConf
2021 paper "MOMA: Multi-Object Multi-Actor Activity Parsing" is now up.
@drfeifei
@jcniebles
@ch1m1m0ry0
@StanfordSVL
thanks to
@SchmidtFutures
@ToyotaResearch
Web:
Paper:
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Our paper (Bias-Resilient Neural Network with
@drfeifei
and
@jcniebles
@StanfordAILab
) featuring in the Batch
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This is how you organize conferences online w/ an inclusive mindset (from low income countries/groups) not like so-called-nonprofit
@eccvconf
@CVPR
even w/ tons of sponsors. Virtual MIDL 2020
@midl_conference
starts this Monday July 6 Registration is free:
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Federated learning, transformers, data heterogeneity? Check out out latest paper in
#CVPR2022
.
@CVPR
Are you working on federated learning over heterogeneous data? Use Vision Transformers as a backbone!
In our upcoming
#CVPR2022
paper, we perform extensive experiments demonstrating the effectiveness of ViTs for FL:
paper:
code:
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Are you interested in video feature learning with dynamic temporal resolution, see our paper at
#CVPR21
In this
#CVPR21
paper, we introduce a differentiable Similarity Guided Sampling (SGS) module, which can be plugged into any existing 3D Convolutional Neural Network (CNN) architecture. More on📰
#computervision
#AIresearch
#BCAI
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In light of the recent news on
@TheOfficialACM
Turing Award to Ullman and the reaction of the academic community, I’d like to allude to the diversity and inclusion culture in the wider
@Stanford
and Stanford CS communities! (a thread) /1
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I am immensely proud of your success. Congrats to my amazing PhD student
@fnerrise
, you truly deserve the recognition. Your preservance, dedication, and leadership led you to achieve this incredible honor. This & other achievements are a testiment to your potential. Keep shining!
🚨Mama, I’m on a magazine coverrrr! 🚨Thank you so much to
@DiverseIssues
for featuring me and other inspiring scholars for this issue. Beyond grateful to my wonderful family, incredible peers and mentors, my amazing PI
@eadeli
, and my
@NSBE
@StanfordEng
communities! (1/N)
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@SuryaGanguli
Very well said! But I guess it is time for international academic organizations to move to a country that respects the international community as a whole and does not support systematic racism, ethnicism, and division.
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#NeurIPS2023
poster sessions this year.
The Problem with Galleries:
(and why they're bad for art)
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Over 3 hours of wait and random questions at
#Singapore
entry Passport checkpoint. Worst experience possible. All because I am from
#Iran
and because of
@MICCAI_Society
's tampering of government documents in the invitation letter!
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We propose a pipeline to translate novel computer vision technologies for clinical use by estimating movement impairment severity scores (full body & hand). We assess inter-rater reliability of multiple ratings from 3 expert neurologists and train our models under uncertainty.
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Honored to be part of this work with the amazing team of researchers
@StanfordHAI
.
Large-language models like
#GPT3
have shown tsunami impact in
#AI
world. We predict profound impact of these models in countless applications to come. 100+ researchers
@StanfordHAI
have released a paper abt the present &future of these Foundation Models.
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It was great presenting our project on autonomous patient monitoring in the
@WhiteHouse
yesterday in the
#NAIRRPilot
launch event. It was a one-of-a-kind experience and I got to meet several amazing colleagues. Thanks
@StanfordHAI
,
@StanfordHealth
,
@StanfordCERC
,
@StanfordMed
!
Great news! Proposals from two
@Stanford
teams were among the projects selected to receive resources from the
@NSF
#NAIRRPilot
. This will pave the way for a national AI research infrastructure – a concept we’ve been championing since our founding.
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2 out of 2 submissions accepted in
#IPMI2021
. Happy to be part this great and selective conference.
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Come see our paper at
#CVPR2020
! Live session going on right now! w/
@jcniebles
@adnothing
@younglee0201
@leobxpan
@deanh_tw
Join us NOW for "Spatio-Temporal Graph for Video Captioning With Knowledge Distillation": we distill spatio-temporal object interactions captioning videos
CVPR Q&A
Paper
Joint
@StanfordSVL
-
@ToyotaResearch
work.
#CVPR2020
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Come see our paper at
#ECCV2020
; on Procedure Planning built on top of Instructional Videos.
@ChienYiChang2
is presenting it right now.
We present our latest work on "Procedure Planning in Instructional Videos" by
@StanfordSVL
student
@ChienYiChang2
with
@deanh_tw
@danfei_xu
@eadeli
@drfeifei
Come and visit us at the
#ECCV2020
Q&A sessions here:
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TransUNet, our new paper. A great collaboration with
@yuyinzhou_cs
and the team.
Can Transformers improve medical image segmentation? Very excited to share our latest work𝙏𝙧𝙖𝙣𝙨𝙐𝙉𝙚𝙩 with Jieneng Chen, Yongyi Lu,
@yucornetto1
, Xiangde Luo,
@eadeli
,
@tiqerlu
, Yan Wang,
@YuilleAlan
Arxiv:
Code:
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Check our paper
@CVPR
2021: Metadata Normalization (MDN), a new batch-level operation (end2end training) to correct the influence of metadata (
#bias
,
#confounder
, you name it) on feature distributions. W/
@drfeifei
@jcniebles
et al.
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0
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Oh man! Nailed it!
Computer Vision conference's acceptance criteria these days:
#CVPR2024
#eccc2024
#AI
#ComputerVision
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Going beyond saliency maps! Our simulations and visualizations based on the Jacobian determinants of the warping field (trained via a separate NeuralNet) reveal meaningful and understandable patterns useful for neuroscience discovery. Paper to be presented at
#IPMI2021
.
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It was great talking at the tutorial, along with several other great speakers.
@LSHVU
Ehsan Adeli
@eadeli
(
@Stanford
) is talking about:
Forecasting Human Dynamics in Multiple Levels of Abstraction
at our Second International Tutorial on Large Scale Holistic Video Understanding
@ICCV_2021
Tutorial program and live session:
#ICCV2021
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See our paper and presentation at
#IROS2020
#OnDemand
. We present "Segmenting the Future", a method to forecast the scene semantic configuration of a video. W/
@HsukuangChiu
&
@jcniebles
from
@StanfordSVL
@StanfordAILab
Paper:
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Mark my words! 2024 is the year of
#ArtificialIntelligence
breakthroughs in
#Robotics
, and 2025 will be in
#Healthcare
!
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Great work by our team from
@StanfordSVL
@StanfordAILab
by
@vincentsunnchen
@RanjayKrishna
@drfeifei
at
@ICCV19
. Come visit poster 130 Hall B.
#iccv
0
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Please join us this year at
@MICCAI_Society
PRIME-MICCAI 2021. We have an amazing list of speakers:
Prof Luping Zhu (
@Sydney_Uni
)
Prof.
@GlockerBen
(
@imperialcollege
)
Prof Aasa Feragen (
@DTUtweet
)
Prof. Gang Li (
@UNC
)
Paper submission deadline: June 20, 2021
4th MICCAI PRIME (PRedictive Intelligence in MEdicine) workshop is open for your submissions:
Paper submission deadline, June 20 via
For more information visit
@MICCAI_Society
#MICCAI2021
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@akellyucc
@AcademicChatter
I am the AE of two journals, guest editor of multiple journal issues, area chair of several conferences and I receive at least five review requests per day. There is no way I can accept those. Peer review needs a revolution.
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Check out our recent paper "Socially & Contextually Aware Human Motion and Pose Forecasting" (
#IROS2020
IEEE-RAL). We explore social models for forecasting human dynamics in videos.
@Vida_adl
@jcniebles
@SHamidRezatofig
@PoseTrack
.
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Ukrainian plane, Iranian Brain and Canadian Pain - Sad!
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Cannot agree more with this
@drfeifei
's response to
@geoffreyhinton
's tweet!
@geoffreyhinton
Healthcare is fundamentally about care for humans, from illness to wellbeing. It would be wonderful to see more AI efforts towards supplementing and augmenting our human doctors and nurses so that in the near future, a human surgeon’s success rate is 100% due to AI assistance.
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Our recent work on human 3D understanding from videos under occulssion, led by the amazing
@xxtiange
and
@adamsunn37
, with co-authors
@KazukiKozuka
, Scott Delp, and
@drfeifei
.
@StanfordSVL
@StanfordAILab
Human NeRFs have shown incredible abilities rendering 3D avatar from single monocular videos. But can they train on videos with occlusions? I’m excited to share our new paper “Wild2Avatar: Rendering Humans Behind Occlusions”🧵
📖
🌐
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Read our recent work, Longitudinal Self-Supervised Learning (LSSL) MEDIA2021, a framework for disentangling age from neuroimage representation. We formulated a multivariate mapping between brain age and neuroimage representation.
@StanfordMed
@StanfordPSY
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Artificial Intelligence!
Name something people have strong opinions on, but actually know little about.
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Join us at the second workshop on holistic video understanding in conjugation with
#CVPR2021
. Submission is now open.
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Consider submitting a paper to our workshop!
#CVPR2020
we have a great line up of speakers.
Hey everyone, we have a great lineup of speakers at our upcoming workshop on the importance of Compositionality in Computer Vision (), at
#CVPR2020
(with
@eadeli
,
@jcniebles
,
@drfeifei
,
@orussakovsky
). Consider submitting a paper. Also, stay safe.
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Funny message I received through LinkedIn!! LLM generated?
People these days ask LLMs to draft messages/emails for them and do not even bother to feel in the blanks! 🙄
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I started listening to/reading
#TheBookOfWhy
by
@yudapearl
, and already I fell in love with it.
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GitHub code works!
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Our paper on Ethics & AI-Assisted Healthcare, great work led by
@girasoul
.
@StanfordCERC
@StanfordMed
@StanfordEng
Excited to share new publication:
@StanfordBioethx
& Partnership in AI-Assisted Care collaboration: Ethics of Ambient Intelligence in Healthcare Settings
#computervision
#bioethics
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Congrats
@animesh_garg
@yukez
@michellearning
@leto__jean
@drfeifei
@silviocinguetta
@StanfordSVL
. Very happy to see your paper won the best paper award at
#ICRA2019
.
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Is this real? That is big!
All NeuroImage and NeuroImage:Reports editors have resigned over the high publication fee, and are starting a new non-profit journal
This comes with great regret, and a huge amount of thought and discussion- please read announcement to get more details.
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@abarrallen
You need to know the basics and the literature to innovate. You cannot come up with stuff out of the blue.
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"Home Action Genome: Cooperative Compositional Action Understanding" Session 8 (June 23)
#CVPR2021
Come see our compositional (in space & time), multi-view, multi-modal work for action understanding
w/
@jcniebles
@panasonic
@StanfordAILab
@StanfordSVL
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Inspirational TED talk about the state and future of computer vision (& AI) by the amazing
@drfeifei
!
Spatial Intelligence is a critical piece of the AI puzzle. This is my 2024 TED talk about the journey from evolution to AI, on how we build Spatial Intelligence. "Sight turned into insight; Seeing became understanding; Understanding led to action. All these gave rise to
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@FidlerSanja
@kkitani
As an example, a rising medical imaging conference, MIDL
@midl_conference
, is starting this Monday and it is all free for everyone to register. (And their number of participants is not much less than
#ECCV2020
)
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Absolutely!
We have gone too far with conferences. They are too big. Reviews are too noisy and not useful. We put too much weight on acceptance. They incentivize half baked flashy papers. They are bad for the environment. And they discriminate against those who cannot travel.
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Excited to introduce a new generation of privacy protecting smart cameras in our
#ICCV2021
Oral paper by
@CarlosH_93
,
@henarfu
and myself 🇺🇸🇨🇴. See 🧵 below for details!
PDF:
Talk:
Project:
@StanfordAILab
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If you are attending
#CVPR2020
, we have some exciting things for you to attend and check out: 1) Come to our (w
@drfeifei
@jcniebles
@eadeli
Jingwei) workshop on Sunday on Compositionality in Computer Vision. We have an amazing line up of speakers.
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#CVPR2022
Motion 3: "Any reviewer who has accepted an invitation to review but violates the reviewing guidelines set forth by the conference will be prohibited from submitting any papers to CVPR for up to two
years." My vote is a resounding NO! 1/n
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5 stages of rebuttal grief! Beautifully explained!
The 5 stages of rebuttal grief.
(1) Denial
The reviewers totally misunderstood my paper. The review process is broken. R1 was clearly a student who has never reviewed before. R2 doesn’t know what they are talking about. R3 hates me.
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@yassersouri
@MohsenFyz
@arkitus
@farajtabar
@mhejrati
@aa_sadegh
@amir_habibian
@smoosavid
@mmderakhshani
@erfannoury
@RoozbehMottaghi
@kazemi_sm
@VahidK
@izdsaeed
@HamidRezatofigh
@ArashVahdat
حتما. اما نکته مهمتر منتور کردن دانشجویان خوب توی ایران هست برای نوشتن مقالات خوب. هزینه ثبت نام به تنهایی درد رو دوا نمیکنه.
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I just noticed that one of the images in the
#PullFigure
of the
#AVAVideo
#Dataset
paper is from
#SpermWhale
,
@Samanmoghadam7
's Iranian movie. The image shows
@RezaAttaran
and
@AfsharMahnaz
! Cool! (IMDB: )
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Great
#ABCDNP2019
Challenge
@miccai2019
in Shenzhen China. Thanks Abood Quraini,
@kpowgerade
, and
@NvidiaAI
(we took the photo late, many people left already!)
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We present our recent work on Endpoint Conditioned Trajectory Prediction in collaboration with
@ToyotaResearch
at
#ECCV2020
w/
@KarttikeyaMang1
, Jitendra Malik,
@adnothing
, et al.
Video:
Paper:
Project:
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