#GenerativeModels

What can #syntheticdata do to transform healthcare? Enhance privacy, reduce bias, improve trust in data. #Generativemodels produce fairer, more inclusive datasets simulating unseen scenarios. Read our #nature paper about the potential of synthetic data.

OminiControl has been presented as a Highlight at ICCV 2025! 🎉 Release nearly one year ago. Since then, it has opened new horizons for controllable generation. 📍 Hall I #1370 🗓 Wed, Oct 22 ⏰ 2:45 PM – 4:45 PM HST See you there! #ICCV25 #AI #GenerativeModels #diffusion

OminiControl Minimal and Universal Control for Diffusion Transformer

Good news in medical generative AI!🎉🎉 We just published the preprint of the MONAI Generative Models Extension! Check out our latest experiments with 2D and 3D data, ControlNets and 3D Cascaded Diffusion Models! #AI #MedicalImaging #GenerativeModels

Our paper "it takes two, not one: context-aware nonverbal behaviour generation in dyadic interactions" is available online now at Advanced Robotics! #NonverbalBehaviourSynthesis #HumanRobotInteraction #GenerativeModels Link:

"A tutorial on energy-based learning" Yann LeCun @ylecun, Sumit Chopra, and Raia Hadsell (2006) : #EnergyBasedModels #GenerativeModels #GraphTransformerNetworks #deeplearning #MachineLearning #AI #ArtificialIntelligence

At the interface of #machinelearning and #quantumoptics ! #generativemodels learn implicitly about entanglement and building quantum optical setups! @FlamShepherd @ttttonywu @albaclierta @MarioKrenn6240 Xuemei Gu #matterlab @UofT @UofTCompSci @CIFAR_News

Opportunity for a #PhD Studentship at @KingsCollegeLon on Generative AI of human anatomy and disease Suited for anyone wanting to build the foundation models for healthcare #generativeai #generativemodels #ai #healthcareai

Interesting article in Nature: AI models collapse when trained on recursively generated data #ai #artificialintelligence #generativemodels

2022 Top Papers in AI — A Year of Generative Models #generativemodels

CASE STUDY | ⚗️Chemicals have their own symbols and approach to combining molecules- like a language. So @IBMResearch started using #GenerativeModels to create virtual chemistry labs 👀 ℹ️ #AI #AIforGood #Chemistry #AIReasearch

Synthetic data generated by #generativemodels can be imperfect and using it as if it is real may lead to inaccurate downstream models and analyses. In our #ICML2023 paper, we explore how we can publish and use synthetic data to account for possible generative errors.

The next challenge in deploying #GenerativeModels for video, VR/AR content, etc. will involve efficient data communication. Visit our #ICML neural compression workshop (Saturday) and learn more:

ICCS is exploring #GenerativeModels (Diffusion, GANs) to boost AI robustness in adversarial settings. By generating adversarial examples & defenses, we aim to enhance ML 🔒 security, ✅ reliability & 💪 resilience in real-world applications. #AI #Cybersecurity #ML #EUFunded

✋HAND BRAKING NEWS✋: Check out our latest paper "Handling the Unhandleable: A Novel Approach to Fixing Hand Generation in Stable Diffusion Models" #AI #GenerativeModels #FixingTheUnfixable

Our work of 1.5+ years, Neural Scene Representation and Rendering, is finally out in @sciencemagazine, … … @arkitus #unsupervisedlearning #thecake #generativemodels #RL #inference #uncertainty

Generative Models as an Emerging Paradigm in the Chemical Sciences @olexandr @CMU_Chem @CarnegieMellon #JACSPerspective #GenerativeModels #AI #MachineLearning #Emerging #Paradigm

Excited to speak at the #Ai4Conferences tomorrow at 10:35 am PST on 'Geometry Guided Generative Models'! Join me in Room 250-251 (Level 2) for some geometric insights. See you there! #AI #GenerativeModels

🎉 The notifcations for #ROEGen (the 1st workshop on #GenerativeModels in recommender systems) at @ACMRecSys'24 (#recsys2024) are out. Congratulations to the authors whose papers have been accepted.🎉 Accepted papers: #LLM #RecSys #GenAI #Eval #Harm

🚀💻 Supercharging software testing with DataCebo! Explore how DataCebo is revolutionizing software testing through generative models, automating data generation to streamline complex scenarios efficiently. #SoftwareTesting #GenerativeModels #DataCebo 🔍⏩ By automating data generation, DataCebo empowers developers to accelerate software testing, minimizing manual effort and time constraints. Ensuring compliance with privacy regulations, it mitigates risks associated with sensitive data handling. #Automation #DataPrivacy 💡📈 As the demand for robust testing methodologies grows, DataCebo refines its generative AI tools to meet evolving industry needs. By creating tailored datasets for specific use cases, it facilitates innovation across diverse sectors. #AI #Innovation #DataScience 🔒🤖 DataCebo's emphasis on privacy and transparency fosters trust in emerging technologies, demonstrating a commitment to responsible AI development. Discover how DataCebo is shaping the future of software testing. #ResponsibleAI #TechInnovation #TrustworthyTech Read more about DataCebo's efforts to supercharge software testing in the article by [Author/Outlet]: [Link to the article] #SoftwareDevelopment #AI #TechTrends #PrivacyCompliance

"Adversarial Regularized Reconstruction for Anomaly Detection and Generation": joint work with @Angiiielica, @EttoreRitacco and Francesco Sergio Pisani (@ICAR_CNR), accepted for presentation @icdm2021. #outlierdetection #generativemodels #adversariallearning #icdm2021