Dmytro Mishkin 🇺🇦 @ducha_aiki
Marrying classical CV and Deep Learning. I do things, which work, rather than being novel, but not working. dmytro.ai Ukraine Joined July 2017-
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By default all augmentation operations on segmentation maps result in aliasing, because segmentation masks/labels use nearest neighbor interpolation. Any cure against it?
It's *Vi*sion *T*transformer, so like Fit with V. V.I.T. just does not roll off the tongue nice enough. When I voted/posted, it was at a shocking 20/80! Good job almost turning it alone. So, ... what election are we going to meddle with next, team?
It's *Vi*sion *T*transformer, so like Fit with V. V.I.T. just does not roll off the tongue nice enough. When I voted/posted, it was at a shocking 20/80! Good job almost turning it alone. So, ... what election are we going to meddle with next, team? https://t.co/NlfEnGMnHx
Wow, pretty cool answer from ChatGPT about "yay/nay". Of course, I had to double check it afterwards, and it seems to be precise en.wikipedia.org/wiki/Voting_me…
Microsoft open-sourced MS-DOS :) github.com/microsoft/MS-D…
All my followers, who came for the image matching papers content - let me finish ECCV reviews and I will do a batch of papers waiting to be promoted.
The biggest question of review process for me is - how to save 6-toe puppy paper in review? Any practical recommendations from ACs? @CSProfKGD @ftm_guney @dimadamen @chriswolfvision @taiyasaki
Highly recommended. Great summer school, great researchers, great city (great beer if that matters ;) )
Highly recommended. Great summer school, great researchers, great city (great beer if that matters ;) )
The registration deadline for the Vision and Sports School is in 5 days! Learn from @hjegou @dimadamen @davnov134, @VittoFerrariCV @tojenicek, Jiri Matas, Jan-Michael Frahm and Ondra Chum in morning and play sports with them in afternoon! cmp.felk.cvut.cz/summerschool20…
The registration deadline for the Vision and Sports School is in 5 days! Learn from @hjegou @dimadamen @davnov134, @VittoFerrariCV @tojenicek, Jiri Matas, Jan-Michael Frahm and Ondra Chum in morning and play sports with them in afternoon! cmp.felk.cvut.cz/summerschool20… https://t.co/PdmKbFmEV7
With satellite imagery, it’s hard to get labels. Solution? DINOv2! WRI+Meta trained a satellite DINOv2 for tree height estimation. They created an interactive map of tree height of the whole globe (!) at 1-meter res (!): …toring-okw37.projects.earthengine.app/view/canopyhei… Quizz: Can you recognize this city?
ECCV reviewing pro-tip. If you are R2, that is reject, if you are R1, accept.
A quick update that we have released the model weight and testing code for VGGSfM on IMC: github.com/facebookresear… Feel free to have a try, and we will provide a hugging face demo soon.
📢A new learning-based approach to SfM: #ACEZero No img-to-img matching, optimises image-to-scene correspondences directly. Needs no pose priors. Works on unordered image sets. Efficiently handles thousands of images. Paper: arxiv.org/abs/2404.14351 Page: nianticlabs.github.io/acezero
What is the impact of a mere 0.1% overlap between train and test objects in a 1.5M image training set? Image retrieval performance was boosted by at least 4% in mAP. From "On Train-Test Class Overlap and Detection for Image Retrieval", CVPR'24.
Meta's Segment Anything Model (SAM) can now run in your browser w/ WebGPU (+ fp16), meaning up to 8x faster image encoding (10s → 1.25s)! 🤯⚡️ Video is not sped up! Everything runs 100% locally thanks to 🤗 Transformers.js and onnxruntime-web! 🔗 Demo: hf.co/spaces/Xenova/…
A Rerun Viewer for the DROID Dataset! DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset is a robot manipulation dataset by @SashaKhazatsky et al. with 76k demonstration trajectories or 350h of interaction data, collected across 564 scenes and 86 tasks.
Kosta Derpanis @CSProfKGD
48K Followers 198 Following #CS Associate Prof @YorkUniversity, #ComputerVision Scientist Samsung #AI, @VectorInst Faculty Affiliate, TPAMI AE, #CVPR2024/#ECCV2024 Publicity Co-chair
Matthias Niessner @MattNiessner
31K Followers 162 Following Professor for Visual Computing & Artificial Intelligence @TU_Muenchen Co-Founder @synthesiaIO
Lucas Beyer (bl16) @giffmana
56K Followers 444 Following Researcher (Google DeepMind/Brain in Zürich, ex-RWTH Aachen), Gamer, Hacker, Belgian. Mostly gave up trying mastodon as [email protected]
Jeremy Howard @jeremyphoward
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François Fleuret @francoisfleuret
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Delip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Ross Wightman @wightmanr
18K Followers 1K Following Computer Vision @ 🤗. Ex head of Software, Firmware Engineering at a Canadian 🦄. Currently building ML, AI systems or investing in startups that do it better.
Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
Radek Osmulski 🇺�.. @radekosmulski
25K Followers 553 Following Resources to take your Machine Learning skills to the next level 🧪 Senior Data Scientist, RecSys @NVIDIAAI 🏫 @fastdotai trained DL Eng 📝 https://t.co/By87iXx5Pu
F. Güney @ftm_guney
7K Followers 1K Following research on computer vision, teaching, and movies. asst. prof. @KuisAICenter @kocuniversity tweets in TR, EN
Tanishq Mathew Abraha.. @iScienceLuvr
54K Followers 1K Following PhD at 19 | Founder and CEO at @MedARC_AI | Research Director at @StabilityAI | @kaggle Notebooks GM | Biomed. engineer @ 14 | TEDx talk➡https://t.co/xPxwKTq6Qb
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Christian Wolf @chriswolfvision
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Andrea Tagliasacchi �.. @taiyasaki
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Frank Dellaert @fdellaert
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Dan Roy @roydanroy
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yobibyte @y0b1byte
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らう @vfsmt
468 Followers 1K Following アドベンチャーRPG 人生 ロボット（作る方）とかゲームとか 大学ロボコン出身、最近は主に二足歩行ロボット ROBO-ONE/QUHP/KURT/大ロボ2012・2013フィールドメンバ/絶望に包まれたするやつとか好き/無限嫌い e.9.16.d:36
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13 Followers 113 Following
MBDS ELECTRICAL SERVI.. @mbdselectric
13 Followers 546 Following WE SALE! WE INSTALL! WE REPAIR! WE ADVERTISE! MBDS ELECTRICAL SERVICE: Home Improvement Pro.
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509 Followers 5K Following A Humanist Technologist, AI optimist, CTO @gowelcomeplace, #inclusive_economy #AI #machinelearning #tech4good #edtech
Morris Alper @MorrisAlper
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Sumanth Dathathri @sdathath
281 Followers 521 Following Tell me where is Gandalf, for I much desire to speak with him.
Dr Nagita Seresht @nagita00
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Paddy @hobosovu
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Yuanbo Yang @YuanboYang60742
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Poorvi @Poorvi_rh
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2K Followers 5K Following 医学／画像診断／医用工学／数学／物理学／論理学／プログラミング言語／外国語学／国際情勢／経済学／世界史／海外小説／iPhone Jailbreakなど。マイブームは統計学的手法。
Pranay_Jairam @jairam_pranay
62 Followers 625 Following Learning to make better insights 📈 Soul who Thinks 🧭 Msc Data Science & Artificial Intelligence at @UniTrieste
tyaneeeee @tyaneeeee
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Ningnan Wang @NingnanWang
25 Followers 91 Following PhD Student🎓, Flight Simulation✈, Reinforcement Learning🤖 https://t.co/4SCWj0ggZB…
Bhavik Chandna @bhavikchandna
5 Followers 100 Following Senior at @IITGuwahati || Intern @Forcepointsec, @Sydney_Uni, @LivUni || Interested in computer vision (2d/3d), explainability and generative ai.
Pan Wu @PanWuhasCats
13 Followers 76 Following
ANUBHAV CHATURVEDI @anubhavchaturvd
233 Followers 4K Following
Fernando Berrospi @fberrosp
4 Followers 86 Following I am Fernando Berrospi, a growth-minded Software Engineer who is passionate about all things related to machine learning, data science and Formula 1.
Abanoub Essam | Softw.. @20130130Essam
789 Followers 3K Following software and full-stack developer 🧑💻 | node.js | nest.js | react.js | nextjs | MongoDB
Sourab Bapu Sridhar @sourabbsridhar
25 Followers 285 Following Interested in Self-Improvement, Deep Machine Learning, Computer Vision, Reinforcement Learning, Robotics, Startups, Investing, and Blockchain
abraham huckins @AbrahamHuckins
1 Followers 94 Following
Mago Fabian @FabMag99
274 Followers 4K Following I have made this letter longer than usual, because I lack the time to make it short. --Blaise Pascal
v ha @vha1760828
14 Followers 29 Following
Kian Bakhtari @kian_bakhtari
3 Followers 73 Following Data & AI MSc student @IP_Paris_ | Computer Vision, AI for Medicine, Computational Biology
Mathias Jonsson @mathiasjonss
225 Followers 944 Following Chief Customer Officer https://t.co/EoRH8lTsg3 Steering the future of workplace safety with data-driven competency assessments & knowledge recognition.
Kosta Derpanis @CSProfKGD
48K Followers 198 Following #CS Associate Prof @YorkUniversity, #ComputerVision Scientist Samsung #AI, @VectorInst Faculty Affiliate, TPAMI AE, #CVPR2024/#ECCV2024 Publicity Co-chair
Michael Black @Michael_J_Black
58K Followers 638 Following Director, Max Planck Institute for Intelligent Systems (@MPI_IS). Chief Scientist @meshcapade. Building 3D digital humans using vision, graphics, and learning.
Matthias Niessner @MattNiessner
31K Followers 162 Following Professor for Visual Computing & Artificial Intelligence @TU_Muenchen Co-Founder @synthesiaIO
Lucas Beyer (bl16) @giffmana
56K Followers 444 Following Researcher (Google DeepMind/Brain in Zürich, ex-RWTH Aachen), Gamer, Hacker, Belgian. Mostly gave up trying mastodon as [email protected]
Jia-Bin Huang @jbhuang0604
51K Followers 285 Following Associate Professor @umdcs; Part-time Research Scientist @Meta. I like pixels.
Soumith Chintala @soumithchintala
186K Followers 877 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.
Jeremy Howard @jeremyphoward
222K Followers 5K Following 🇦🇺 Co-founder: @AnswerDotAI & @FastDotAI ; Hon Professor: @UQSchoolITEE ; Digital Fellow: @Stanford
François Fleuret @francoisfleuret
31K Followers 456 Following Prof. @Unige_en, Adjunct Prof. @EPFL_en, Research Fellow @idiap_ch, co-founder @nc_shape. AI and machine learning since 1994. I like reality.
abhishek @abhi1thakur
81K Followers 662 Following 🤗 I build AutoTrain @huggingface 👨🏽💻 World's First 4x Grand Master @kaggle 🎥 YouTube 100k+: https://t.co/BHnem8fTu5 ⭐ GitHub Star
Ross Wightman @wightmanr
18K Followers 1K Following Computer Vision @ 🤗. Ex head of Software, Firmware Engineering at a Canadian 🦄. Currently building ML, AI systems or investing in startups that do it better.
Jürgen Schmidhuber @SchmidhuberAI
106K Followers 0 Following Invented principles of meta-learning (1987), GANs (1990), Transformers (1991), very deep learning (1991), etc. Our AI is used many billions of times every day.
Eric Jang @ericjang11
69K Followers 3K Following physical AGI at 1X. Author of "AI is Good for You" https://t.co/eFg4WXhg0p
Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
Radek Osmulski 🇺�.. @radekosmulski
25K Followers 553 Following Resources to take your Machine Learning skills to the next level 🧪 Senior Data Scientist, RecSys @NVIDIAAI 🏫 @fastdotai trained DL Eng 📝 https://t.co/By87iXx5Pu
F. Güney @ftm_guney
7K Followers 1K Following research on computer vision, teaching, and movies. asst. prof. @KuisAICenter @kocuniversity tweets in TR, EN
Sanyam Bhutani @bhutanisanyam1
35K Followers 994 Following 👨💻 Sr Data Scientist @h2oai | Previously: @weights_biases 🎙 Podcast Host @ctdsshow 👨🎓 International Fellow @fastdotai 🎲 Grandmaster @Kaggle
Angjoo Kanazawa @akanazawa
14K Followers 627 Following Assist. Professor at @Berkeley_EECS, @berkeley_ai. KAIR, @nerfstudioteam, advising @WonderDynamics and @LumaLabsAI. she/her.
Gautam Kamath @thegautamkamath
44K Followers 505 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.
Christian Wolf @chriswolfvision
7K Followers 1K Following Principal Scientist at @NaverLabsEurope, Lead of Spatial AI team. AI for Robotics, Computer Vision, Machine Learning. Austrian in France. IEEE-PAMI area editor.
Keller Jordan @kellerjordan0
1K Followers 197 Following Independent research Prev MLE @ Hive AI, math @ UCSD
Rafal Mantiuk @hdrsci
627 Followers 197 Following
André Araujo @andrefaraujo
79 Followers 116 Following I'm a Research Scientist at Google Research, working on computer vision and machine learning.
Nikolaus West @NikolausWest
722 Followers 422 Following Multimodal seeing tools for robot and AI builders https://t.co/f4IweMLYwr
Rerun @rerundotio
3K Followers 138 Following Rerun is an open-source SDK for visualizing streams of multimodal data. ⭐ GitHub https://t.co/yf1KZN7DBI 👾 Discord https://t.co/7PIlvsZO9n
Orest Kupyn @OKupyn
23 Followers 9 Following AI and russophobia CV Research Engineer | PhD Student in Computer Vision at University of Oxford
British Machine Visio.. @BMVCconf
3K Followers 32 Following Official account for #BMVC2024 in Glasgow 🏴 25-28 Nov 2024. Hosts @ger_ac83 and @EdmondSLHo from @UofGlasgow @GlasgowCS. CORE A since 2023!
Gabriela Csurka @kgcs96
12 Followers 54 Following
Prisscilla @prisscillasw
9 Followers 74 Following
Petru Rares @psincraian
5K Followers 483 Following I'm the creator of https://t.co/nJkmQMUcSD 🐍 SDE @ Amazon. Opinions are my own 🧠
Jerome Revaud @JeromeRevaud
1K Followers 96 Following AI researcher :: Computer vision :: 3D vision :: Team Lead :: Project Lead :: Naver Labs Europe
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313 Followers 37 Following Research scientist in Geometric deep learning, 3D vision and reconstruction.
Phillip Isola @phillip_isola
13K Followers 156 Following Associate Professor in EECS at MIT, trying to understand the science of intelligence.
Javier Civera @jcivera
1K Followers 2K Following Professor at the University of Zaragoza, Student Everywhere Else
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143 Followers 150 Following P.h.D @PurdueCS丨#AI 丨#ComputerVision丨3D reconstruction丨autonomous vehicle 丨about me : https://t.co/yFT1iJ9wuq
Elle Cordova @ellerhymes
31K Followers 523 Following Writer. Musician. Sometimes funny. She/they. 🏳️🌈 YouTube ⬇️
Albert Möhwald @8ToThPowerOfMol
13 Followers 114 Following
Vladan Stojnić @stojnvla
29 Followers 468 Following Ph.D. student at Visual Recognition Group, Czech Technical University in Prague.
3DOMFBK @3DOMFBK
819 Followers 821 Following 3D Optical Metrology unit @FBKcom Trento, involved in #photogrammetry #3D #metrology #AI #underwater #geomatics #heritage #geoinformatics #Innovation #Research
Steeven Janny @JannySteeven
93 Followers 115 Following PhD Student at @insadelyon, interested in hybrid problems involving physics and deep learning.
Nikhil Varma Keetha @Nik__V__
868 Followers 914 Following PhD in Robotics @CMU_Robotics @airlabcmu | Making Robots Temporally See the World🤖🌍👀 | Cook👨🍳 Gamer🎮 Movie Buff🎥
Zhuang Liu @liuzhuang1234
3K Followers 929 Following Research Scientist @MetaAI (FAIR, at NYC). machine learning, computer vision, neural networks. PhD from @Berkeley_EECS
Francisco Massa @fvsmassa
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81K Followers 194 Following Military history, SCW, OSINT, space, electric cars. NATO/EU supporter. Bellingcat and Oryx Blog contributor. https://t.co/8gzCIdzfzB
WarVehicleTracker @WarVehicle
12K Followers 733 Following 🇵🇱OSINT. Tracking Vehicles/Losses in Ukraine. Mostly posting Russian Deep Strikes on Air Defence and important Military Targets
Markus Flicke @MarkusFlicke
7 Followers 5 Following
Juliette Bertrand @BertrandJLD
28 Followers 212 Following Computer Vision and Deep Learning practitioner
Giorgos Kordopatis-Zi.. @g_kordo
45 Followers 42 Following
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TimDarcet @TimDarcet
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Talia Ringer 🟣 �.. @TaliaRinger
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37 Followers 59 Following
Anyi Rao @raoanyi
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80 Followers 112 Following ML PhD student in Tübingen. Research on certifiable adversarial robustness.
Запорізька .. @solonko1648
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DeepState UA @Deepstate_UA
38K Followers 52 Following Канал ґрунтовної аналітики внутрішньодержавної та міжнародної ситуації. Про події в Україні та Світі стисло, розгорнуто та влучно. 👉🏻https://t.co/9dVLrZHdgE
Mykola Bielieskov @MBielieskov
59K Followers 2K Following Research Fellow at National Institute for Strategic Studies under UA President/senior analyst at Come back alive; all ideas tabled here are my private position.
@Parskatt ah I get it now. Yes in tracking people currently do not update the feature maps during the iterations. Instead, they update the feature of tracks for each iteration, an example is below github.com/facebookresear…
@jianyuan_wang Regarding 1. I mean that if you have a Transformer directly on the images and exchange messages you update the feature maps of the images themselves. From what I understand from point tracking the underlying feature-map is fixed during the iterations (perhaps my misunderstanding)
@giffmana @ducha_aiki @CSProfKGD @ftm_guney @dimadamen @chriswolfvision Yah I agree with Lucas. My rule of thumb: 1) is the paper interesting and should be seen (≠novel) 2) is the paper scientifically correct As far as those two are true, minor issues can be ignored, as in any case an irrelevant paper will get auto-discarded by ~0 citations.
@CSProfKGD @ducha_aiki @ftm_guney @dimadamen @chriswolfvision Yes, that's exactly what I said @CSProfKGD 😅 And it's painful, time consuming, and risky. And so, sometime, you let the roach through.
@ducha_aiki Or you can reformulate it as an alpha matting problem
@ducha_aiki I faintly remember a paper that did super resolution of segmentation maps conditioned on the image, to generate edges consistent with the image Transforming & downsampling those can maybe help with aliasing
@ducha_aiki @Parskatt I guess yes 🎯 only read the papers but have not run the code
@francoisfleuret I don't think quicksort is important to know, or even enlightening at all. I'd much rather one of: numerical stability, condition number, rel vs abs error to be on the list.
@jianyuan_wang As in VGGSfM? I think its quite similar, yes. Why is it more elegant?
@Parskatt They look like a more elegant version of multi-view feature matching for me, and much more memory-efficient.
@Parskatt Did you check the recent progress in point tracking?
@jianyuan_wang And this is due to only letting the Transformer see the correlation, correct?
@Parskatt 2. A pretrained tracking network can accept any query points as input with a similar performance, no matter the query points come from SIFT, SP, DISK, or others. It means you can use an arbitrary combination of them.
What the fuck guys!? According to the current results, y'all got it wrong! Correct this now, choose wisely! Andrei please ping me on the final result reveal.
It's *Vi*sion *T*transformer, so like Fit with V. V.I.T. just does not roll off the tongue nice enough. When I voted/posted, it was at a shocking 20/80! Good job almost turning it alone. So, ... what election are we going to meddle with next, team?
Apple has submitted eight new AI models to the Hugging Face hub, an online platform for open-source AI. While similar to other models like OpenAI's GPT-4, the difference is in the size of these models. Apple is clearly building models designed to function on our devices.
@taiyasaki @ducha_aiki @ftm_guney @dimadamen @chriswolfvision Program chairs in computer vision conferences would not let it get to this point. They would ask the PC to first justify overriding the reviewers' recommendation.
@ducha_aiki @CSProfKGD @ftm_guney @dimadamen @chriswolfvision Saving a paper just involves convincing your triplet, and spending more time on it (i.e. you as additional reviewer). I have bigger challenges with the opposite, the mediocre and uninspiring paper that I want to kill, but with 3x WA, which would cause authors to complain to PC
@Abdo_Eldesokey Ah, and its the future of 3D reconstruction.
@Abdo_Eldesokey Image matching clusters of images jointly (more than 2). I think this is super scalable and solves almost all issues that comes from pairwise matching.
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