Amir Habibian @amir_habibian Twitter profile

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Amir Habibian

@amir_habibian

3 years

Do we need to process every single pixel in a video? TLDR: Compute the features only at the pixels that convey new information. Result: 4~5x less compute without any performance drop. Manuscript:

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Amir Habibian

@amir_habibian

9 months

Multiple PhD internships available in Qualcomm AI Research, Amsterdam Topic: - Image/video generation and editing - Efficiency of diffusion models - Efficient architectures - Adopting generative models to improve down-stream tasks DM me for any question!

92 vacatures voor Deep Learning Specialist in Netherlands (6 nieuw)

Populairste 92 vacatures voor Deep Learning Specialist in Netherlands. Benut uw professionele netwerk en vind een baan. Dagelijks nieuwe vacatures in Deep Learning Specialist.

nl.linkedin.com

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Amir Habibian

@amir_habibian

9 months

Five fellowships (each 40,000$) available for PhD students in European universities. More info: DM if have any question.

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Amir Habibian

@amir_habibian

10 months

Do we need to run the whole UNet for all the diffusion steps? No! Accelerating your Diffusion Model with a simple trick, even without retraining ?! w/ Amir Ghodrati, @noor_fathima_ , @gsautiere , Fatih Porikli and @peterjensen_ Code: Stay tuned

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Amir Habibian

@amir_habibian

2 years

Several research internship positions are available in Qualcomm AI Research in Amsterdam. Interested in efficient computer vision? Shoot me your CV. #video_perception , #video_compression , #video_enhancement , #conditional_compute , #vision_transformers

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Amir Habibian

@amir_habibian

8 months

Qualcomm launched AI-Hub, a comprehensive suite of models highly optimized to leverage all compute cores (CPU, GPU, NPU) available on your phone with a Snapdragon! Lots of cool models e.g, Segment anything, Stable Diffusion and Whisper.

Qualcomm AI Hub

Optimized open source AI models, fp16 and int8 (quantized) for vision, audio, and speech applications. Run models directly on real Qualcomm devices today.

aihub.qualcomm.com

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Amir Habibian

@amir_habibian

8 months

Internship positions available in Qualcomm AI Research - Amsterdam. Topic: Generative image/video models Requirements: PhD student with relevant publications Application:

92 vacatures voor Deep Learning Specialist in Netherlands (6 nieuw)

Populairste 92 vacatures voor Deep Learning Specialist in Netherlands. Benut uw professionele netwerk en vind een baan. Dagelijks nieuwe vacatures in Deep Learning Specialist.

nl.linkedin.com

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Amir Habibian

@amir_habibian

9 months

A summary of our recent research on efficient diffusion models for images, videos and 3D: arXivs: - - - - #GenerativeAI #diffusion #efficient

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Amir Habibian

@amir_habibian

2 years

2/2 accepted to #ECCV2022

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Amir Habibian

@amir_habibian

7 months

Are you interested in making foundation vision models faster at training, adaptation, and inference? Please checkout the @CVPR workshop on Efficient Large Vision Models

Workshop, CVPR 2024

Overview

sites.google.com

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Amir Habibian

@amir_habibian

9 months

Are you interested in making foundation vision models faster at training, adaptation, and inference? Please checkout our @CVPR workshop on Efficient Large Vision Models

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Amir Habibian

@amir_habibian

9 months

Object Centric Diffusion for fast video editing TLDR: 1. Tokens can be merged a lot especially along the temporal axis and on the background regions 2. Different sampler for foreground and background: More sampling steps foreground/edited regions

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Amir Habibian

@amir_habibian

8 months

We are looking for seasoned academic/industrial researchers joining us to direct Qualcomm AI Research in Amsterdam. A sizable team of talented research scientists with a huge diversity in research background and interests. DM me if you are interested!

Qualcomm zoekt een Principal Machine Learning Researcher - Qualcomm - Amsterdam in Amsterdam, North...

17:31:58 geplaatst. CompanyQualcomm Technologies Netherlands B.V.Job AreaEngineering Group, Engineering Group > Machine…Bekijk deze en vergelijkbare vacatures op LinkedIn.

nl.linkedin.com

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Amir Habibian

@amir_habibian

9 months

We are looking for a couple of high profile senior scientists to join Qualcomm AI Research in Amsterdam. An excellent team with great diversity of topics, publishing dozens of papers each year in top ML and CV venues: Job ad:

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Amir Habibian

@amir_habibian

9 months

Glad to see Qualcomm CEO promoting the research from our team!

Cristiano R. Amon

@cristianoamon

9 months

Creating photos, videos, and 3D content with generative #AI requires immense computational power and large memory bandwidth. @Qualcomm ’s AI research is changing that by making #GenAI more efficient. Learn about the key techniques we’ve developed.

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Amir Habibian

@amir_habibian

4 years

2/3 papers accepted #CVPR2021

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Amir Habibian

@amir_habibian

9 months

@CVPR workshop on efficient training and inference for large vision model

#CVPR2025

@CVPR

9 months

The list of #CVPR2024 workshops is now available!

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Amir Habibian

@amir_habibian

9 months

Interested in efficient diffusion models generating images, videos, and 3D objects? Join us in the next Qualcomm webinar on Jan 25

Qualcomm Research & Technologies

@QCOMResearch

9 months

With a text prompt and a click of a button you can now generate brand new 2D images, 3D images, and even videos. But at what cost? While this technology has great potential, it faces challenges which we will address in this #AI webinar. Sign up here:

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Amir Habibian

@amir_habibian

3 years

An interview discussing our recent research on efficient video processing

Qualcomm Research & Technologies

@QCOMResearch

3 years

Checkout this @twimlai podcast featuring @Qualcomm #AI Research's very own @amir_habibian where he discusses his #CVPR2021 accepted papers, efficient video perception, and a neural video decoder demo.

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Amir Habibian

@amir_habibian

9 months

Simple trick to accelerate your transformer by skipping the correlated self-attention computations across adjacent blocks. Our new paper to be presented in #ICLR2024

Shashank

@shawshank_v

9 months

Delighted to share that SkipAT has been accepted to #ICLR2024 @iclr_conf This work was done as part of my internship at @QCOMResearch together with some amazing researchers - Amir Ghodrati, @y_m_asano , Fatih and @amir_habibian . Please check the thread 👇 for more details.

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Amir Habibian

@amir_habibian

3 years

Qualcomm acquires team and assets from AI company Twenty Billion Neurons

Qualcomm acquires team and assets from AI company Twenty Billion Neurons (NASDAQ:QCOM)

Qualcomm (QCOM) announces the recent acquisition of the talent and assets of Twenty Billion Neurons to build out its artificial intelligence team

seekingalpha.com

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Amir Habibian

@amir_habibian

10 months

Folks attending #CES24 , please checkout our demo on using diffusion models to generate data for automotive perception at Qualcomm booth! #CES #qualcomm #Automotive #GenerativeAI

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Amir Habibian

@amir_habibian

3 years

Stop processing frames as early as possible ... How? Train binary gates jointly with the classifier

Babak Ehteshami Bejnordi

@BabakEht

3 years

How many frames are needed to reliably recognize an action? #FrameExit uses self-supervised gates to adjust the computation to the difficulty of the input video. Check out our #Oral #CVPR paper: #CVPR2021 Great collaboration with @ghodrati & @amir_habibian

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Amir Habibian

@amir_habibian

9 months

How to keep up reading the 11K papers came out in top CV and ML conferences in 2023? It will be even more in 2024 Great tips and tool posted by @ProfJasonCorso

How to Read Conference Papers

Discover the PACES Method: A Strategic Approach to Efficiently Absorb, Analyze, and Retain Key Insights from the Expanding Universe of AI…

medium.com

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Amir Habibian

@amir_habibian

8 months

Impressive to see how large language and vision models run on a phone! #MWC24 #Qualcomm

World’s first large multimodal model (LMM) on an Android phone

Generative AI and large language models (LLMs) have taken the world by storm, but until recently LLMs have been mostly limited to text inputs. In this MWC 20...

www.youtube.com

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Amir Habibian

@amir_habibian

4 years

@CSProfKGD @TheBMVA Still no update?!

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Amir Habibian

@amir_habibian

8 months

Models also available on #huggingface

qualcomm (Qualcomm)

huggingface.co

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Amir Habibian

@amir_habibian

3 years

@wellingmax I hope this be the case for everywhere, including the wars started in the middle east :)

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Amir Habibian

@amir_habibian

3 years

@wellingmax Thanks for your enormous contributions. We will miss you and hope to see you around 🙂

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Amir Habibian

@amir_habibian

3 years

A big step towards neural video codecs

Qualcomm Research & Technologies

@QCOMResearch

3 years

Check out @Qualcomm #AI Research's latest breakthrough: the world’s first software-based neural video decoder running HD format in real-time on a commercial smartphone. Learn more:

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Amir Habibian

@amir_habibian

3 years

@LeopolisDream Indeed, people have tried to sparsify convolutions on images (e.g. ). But learning what to process is way easier for videos because of strong motion clues.

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Amir Habibian

@amir_habibian

2 years

@LucaAmb @jmtomczak Thanks guys👍

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Amir Habibian

@amir_habibian

9 months

@ma_jauhar Suggest sending out your CV to habibian @qti .qualcomm.com and I will respond. In some cases, we can arrange internship for highly talented master students

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Amir Habibian

@amir_habibian

9 months

@y_m_asano @iclr_conf Very cool!!!

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Amir Habibian

@amir_habibian

3 years

@benno_krojer Good point! In human brain the information is processed only when the amount of activations exceeds some threshold as modeled by Spiking Neural Networks. The residual processing and gating functions mimic a similar behaviour for feedforwars Networks.

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Amir Habibian

@amir_habibian

3 years

@jmtomczak @comp_science @GongjinLan @matteo_phd @gusz_e Cool work! Congrats 👍

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Amir Habibian

@amir_habibian

9 months

@asaad_balla Yes, it is

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Amir Habibian

@amir_habibian

3 years

@yassersouri @MohsenFyz @arkitus @farajtabar @mhejrati @aa_sadegh @smoosavid @mmderakhshani @erfannoury @RoozbehMottaghi @kazemi_sm @VahidK @izdsaeed @eadeli @HamidRezatofigh @ArashVahdat ممنون یاسر جان از پیشنهاد جالبت. منم موافقم

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Amir Habibian

@amir_habibian

4 years

@mentzer_f Congrats Dr. Mentzer!

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Amir Habibian

@amir_habibian

3 years

@yperugachidiaz Congrats Yura👍👍

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Amir Habibian

@amir_habibian

9 months

@shawshank_v @iclr_conf amazing!

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Amir Habibian

@amir_habibian

4 years

@3scorciav Indeed, let us hope the next conference be physical! Sure, pls ping me if you come around😊 Cheers

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Amir Habibian

@amir_habibian

3 years

@jmtomczak Thanks Jacub 👍

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Amir Habibian

@amir_habibian

9 months

@jaom7 Thanks for your interest! Are students affiliated with KUL?

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Amir Habibian

@amir_habibian

8 years

"Single Shot Multibox Detector (SSD) running live on Qualcomm Snapdragon 820" by @sk121 on @LinkedIn

Single Shot Multibox Detector (SSD) running live on Qualcomm Snapdragon 820

ECCV 2016 (European Conference on Computer Vision) is just wrapping up and Qualcomm had a strong showing as a platinum sponsor, demo exhibitions (spanning traditional CV and deep learning techniques)...

www.linkedin.com

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Amir Habibian

@amir_habibian

9 months

@kkahatapitiy @Qualcomm Likewise, fun and fruitful collaboration! Best of luck with the rest of your PhD :)

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Amir Habibian

@amir_habibian