#spatialprocessing search results

Kun (Kevin) SUN

Sep 21

DSPy-based neural-symbolic pipeline to enhance spatial reasoning in LLMs sciencedirect.com/science/articl…

MLLMs are great at understanding videos, but struggle with spatial reasoning—like estimating distances or tracking objects across time. the bottleneck? getting precise 3D spatial annotations on real videos is expensive and error-prone. introducing SIMS-V 🤖 [1/n]

Saining Xie

@sainingxie

Nov 7

Introducing Cambrian-S it’s a position, a dataset, a benchmark, and a model but above all, it represents our first steps toward exploring spatial supersensing in video. 🧶

CL • Le Cong

@lecong

15 h

Congrats again! Let’s start to collaborate as discussed @sainingxie I’ll find you at NeurIPS, or earlier. We are collecting smart glass streaming data and benchmarks in scientific labs (bio, clinical, material, physics, chemistry), with Cambrian-S we can together push the next…

Saining Xie

@sainingxie

Nov 7

Introducing Cambrian-S it’s a position, a dataset, a benchmark, and a model but above all, it represents our first steps toward exploring spatial supersensing in video. 🧶

Vlad Ruso PhD

@vlruso

17 h

Why Spatial Supersensing is Essential for Advancing Multimodal AI Systems itinai.com/why-spatial-su… #ArtificialIntelligence #SpatialSupersensing #MultimodalAI #VSI590K #PredictiveSensing

vlruso's tweet image. Why Spatial Supersensing is Essential for Advancing Multimodal AI Systems

itinai.com/why-spatial-su…

#ArtificialIntelligence #SpatialSupersensing #MultimodalAI #VSI590K #PredictiveSensing

DailyPapers

@HuggingPapers

Sep 14

Introducing SpatialVID: A massive new video dataset for 3D spatial intelligence Crucial for training next-gen models, it features over 7,000 hours of diverse, in-the-wild video with dense annotations like camera poses, depth maps, and dynamic masks.

HuggingPapers's tweet image. Introducing SpatialVID: A massive new video dataset for 3D spatial intelligence

Crucial for training next-gen models, it features over 7,000 hours of diverse, in-the-wild video with dense annotations like camera poses, depth maps, and dynamic masks.

DailyPapers

@HuggingPapers

Nov 4

InternLM's Spatial-SSRL: a breakthrough in LVLM spatial understanding It's a self-supervised reinforcement learning framework that extracts verifiable spatial signals directly from ordinary RGB/RGB-D images, requiring no human annotation.

HuggingPapers's tweet image. InternLM's Spatial-SSRL: a breakthrough in LVLM spatial understanding

It's a self-supervised reinforcement learning framework that extracts verifiable spatial signals directly from ordinary RGB/RGB-D images, requiring no human annotation.

Pacific Spatial Solutions(PSS)

@PacificSpatial

Nov 5

昨日開催したCARTO・Snowflake、PSS共催イベント「Spatial Analytics Roadshow」コカ・コーラ・ボトラーズジャパン様によるビジネス現場での地理空間分析活用事例やCARTOのAI機能を利用したワークショップも。ご参加いただいた皆様ありがとうございました❗️ pacificspatial.com/carto/2919/

PacificSpatial's tweet image. 昨日開催したCARTO・Snowflake、PSS共催イベント「Spatial Analytics Roadshow」

コカ・コーラ・ボトラーズジャパン様によるビジネス現場での地理空間分析活用事例やCARTOのAI機能を利用したワークショップも。ご参加いただいた皆様ありがとうございました❗️
pacificspatial.com/carto/2919/

Conscious Planet #SaveSoil

@cpsavesoil

Nov 5

Discover how Artificial Intelligence is revolutionizing the effort for soil revitalization. From smarter predictions to real-world impact, swipe through to see how technology is protecting our land and future. Action Now: savesoil.org #SaveSoil Source: Han, J.,…

Shusheng Yang

@shushengyang

13 h

[How do we position spatial supersensing?] We define supersensing capability into a hierarchy with five levels: 1⃣No sensory capabilities: For example, language models possess only linguistic understanding. Their reasoning is confined to text and symbols, and their world…

shushengyang's tweet image. [How do we position spatial supersensing?]

We define supersensing capability into a hierarchy with five levels:
1⃣No sensory capabilities: For example, language models possess only linguistic understanding. Their reasoning is confined to text and symbols, and their world…

Daohan Lu

@fred_lu_443

17 h

Behind Cambrian-S are the passionate researchers that drive it. This video is a presentation, but more so representation. I shot the short as an ode to the very humans behind, and these unique, surprising spaces and memories that are we. Please enjoy! May the experiment go on--

Saining Xie

@sainingxie

Nov 7

Introducing Cambrian-S it’s a position, a dataset, a benchmark, and a model but above all, it represents our first steps toward exploring spatial supersensing in video. 🧶

ᴍɪɴʜᴏ ʕ·ᴥ·ʔ 🎧📱✨

@BrightMinho

Jul 24

Spatial Scene เอารูปที่อยู่ในแอป Photos ใช้ AI สร้างภาพให้มีมิติ 3D แล้วนำไปตั้ง Wallpaper นั่นแหละ 🥹 อันนี้น่ารักจริ๊งงงง

Shusheng Yang

@shushengyang

13 h

[Videos are entanglements of space and time.] Around one year ago, we released VSI-Bench, in which we studied visual spatial intelligence: a fundamental but missing pillar of current MLLMs. Today, we are excited to introduce Cambrian-S, our further step that goes beyond visual…

Saining Xie

@sainingxie

Nov 7

Introducing Cambrian-S it’s a position, a dataset, a benchmark, and a model but above all, it represents our first steps toward exploring spatial supersensing in video. 🧶

LimitsMakeThingsTooSmall

@MakeLimits

May 7, 2019

#colours #thinking #spatialprocessing

Mubashir

@mubashir_097

Nov 5

𝗦𝗪𝗔𝗥𝗠 𝗦𝗔𝗠𝗣𝗟𝗜𝗡𝗚 𝗣𝗢𝗟𝗜𝗖𝗬 𝗢𝗣𝗧𝗜𝗠𝗜𝗭𝗔𝗧𝗜𝗢𝗡 (𝗦𝗔𝗣𝗢) Revolutionizing RL-based Post-Training for Language Models. 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 Post-training language models with Reinforcement Learning (RL) can enhance complex reasoning but traditional RL methods are…

mubashir_097's tweet image. 𝗦𝗪𝗔𝗥𝗠 𝗦𝗔𝗠𝗣𝗟𝗜𝗡𝗚 𝗣𝗢𝗟𝗜𝗖𝗬 𝗢𝗣𝗧𝗜𝗠𝗜𝗭𝗔𝗧𝗜𝗢𝗡 (𝗦𝗔𝗣𝗢)
Revolutionizing RL-based Post-Training for Language Models.

𝗖𝗼𝗻𝘁𝗲𝘅𝘁
Post-training language models with Reinforcement Learning (RL) can enhance complex reasoning but traditional RL methods are…

Shusheng Yang

@shushengyang

13 h

[Is suboptimal spatial supersensing bound by a model's limited spatial sensing abilities? Can it be addressed by data scaling?] To answer this question, we 📺 curate VSI-590K, a large-scale, spatially-focused instruction-tuning dataset, with diverse video sources, annotations,…

shushengyang's tweet image. [Is suboptimal spatial supersensing bound by a model's limited spatial sensing abilities? Can it be addressed by data scaling?]

To answer this question, we
📺 curate VSI-590K, a large-scale, spatially-focused instruction-tuning dataset, with diverse video sources, annotations,…

Arijit Ray

@ARRay693

13 h

SIMS-V offers free (simulated) rich accurate video annotations for object relationships, distances, and temporal tracking—capabilities often lacking in existing video training datasets. 🎞️💫 Mix it into your data and boost your model's performance on video reasoning tasks! Code…

Ellis Brown

@_ellisbrown

13 h

Simona Cristea

@simocristea

Feb 23, 2023

🚨New #SpatialTranscriptomics #Bioinformatics data resource out in @naturemethods. SODB, a platform with >2,400 manually curated spatial experiments from >25 spatial omics technologies & interactive analytical modules. This🧵will walk you through all the features of SODB [1/33]

simocristea's tweet image. 🚨New #SpatialTranscriptomics #Bioinformatics data resource out in @naturemethods.

SODB, a platform with &gt;2,400 manually curated spatial experiments from &gt;25 spatial omics technologies &amp; interactive analytical modules.

This🧵will walk you through all the features of SODB [1/33]

Simona Cristea

@simocristea

Feb 6, 2023

Want to understand what Spatial Transcriptomics (ST) is,but unsure where to start? Need to analyze spatial genomics data,but unclear how? Here's how to start👇 An introductory #Bioinformatics review on: 1. ST Technologies 2. Exploratory data analysis 3. Biological implications

simocristea's tweet image. Want to understand what Spatial Transcriptomics (ST) is,but unsure where to start?

Need to analyze spatial genomics data,but unclear how?

Here's how to start👇

An introductory #Bioinformatics review on:
1. ST Technologies
2. Exploratory data analysis
3. Biological implications

Karthik P H ಕಾರ್ತಿಕ್ ಪಿ ಹೆಚ್

@karthik_ph

Jun 20, 2022

Leverage Precisely’s #dataenrichment portfolio directly within #Snowflake to open the world of #spatialprocessing to a broad range of users. Find out how in our blog post: okt.to/5FIaZC

Julie Skeen

@juliekskeen

Jun 19, 2022

Leverage Precisely’s #dataenrichment portfolio directly within #Snowflake to open the world of #spatialprocessing to a broad range of users. Find out how in our blog post: okt.to/EquRoA

tvb

@TvBWork74

Jun 14, 2022

Leverage Precisely’s #dataenrichment portfolio directly within #Snowflake to open the world of #spatialprocessing to a broad range of users. Find out how in our blog post: okt.to/5WUHpC

kamslj

@kamslj

Jun 12, 2022

Leverage Precisely’s #dataenrichment portfolio directly within #Snowflake to open the world of #spatialprocessing to a broad range of users. Find out how in our blog post: okt.to/xY7aOV

Precisely

@PreciselyData

Jun 10, 2022

Leverage Precisely’s #dataenrichment portfolio directly within #Snowflake to open the world of #spatialprocessing to a broad range of users. Find out how in our blog post: okt.to/eL0tGm

Emmanuelle Tognoli

@ETognoli

May 8, 2021

Dear G: A comment on potential gap in current learning technologies? One area in which #technology hasn't fully heeded neuroscience, is #memory, specifically its profound intricacies with #SpatialProcessing. .../...

Botcide

@botcide

Nov 6, 2020

Self-Driving Cars: The Role of Mental Wayfinding #spatialprocessing #see #ai #something #mentalwayfinding #chatbot via lance-eliot.medium.com ☛ amp.gs/W3hc

botcide's tweet image. Self-Driving Cars: The Role of Mental Wayfinding
#spatialprocessing #see #ai #something #mentalwayfinding #chatbot
via lance-eliot.medium.com
☛ amp.gs/W3hc

AS4SANinc

@AS4SANinc

Oct 28, 2020

Specifically, functional MRI studies have found cerebellar activation in conjunction with the parietal cortex during #SpatialProcessing tests. These results suggest the contribution of the connection between the cerebellum and the parietal lobe in #SpatialProcessing. 3/9

AS4SANinc's tweet image. Specifically, functional MRI studies have found cerebellar activation in conjunction with the parietal cortex during #SpatialProcessing tests. These results suggest the contribution of the connection between the cerebellum and the parietal lobe in #SpatialProcessing. 3/9

LimitsMakeThingsTooSmall

@MakeLimits

May 7, 2019

#colours #thinking #spatialprocessing

Reut Avinun, PhD

@AvinunReut

Mar 23, 2019

"when some scientists suggest men are superior at #spatialProcessing because they only use one side of the #brain, while others suggest it's because men employ both sides, it is clear expectations are being led more by #stereotypes than #science" bit.ly/2FuVJAy

AvinunReut's tweet image. "when some scientists suggest men are superior at #spatialProcessing because they only use one side of the #brain, while others suggest it's because men employ both sides, it is clear expectations are being led more by #stereotypes than #science"
bit.ly/2FuVJAy

Laura Ann Marrillia

@LaPancake23

Nov 18, 2017

I would also love to have all the answers sometimes. .....Since time & space go on forever... It could be possible for each of us to have our own world. Our choices directly affect everything around us. (They do anyway), but what would you do differently? #SpatialProcessing