Robuta

https://geometric-rl.mpi-inf.mpg.de/people/Boettcher.html Wolfgang Boettcher | Geometric Representation Learning | Max-Planck-Institute for Informatics max planck instituterepresentation learningwolfgangboettchergeometric https://www.ccom.unh.edu/event/2026/04/generalizable-bathymetric-lidar-representation-learning-using-self-supervised-pre-training Generalizable Bathymetric Lidar Representation Learning Using Self-Supervised Pre-Training | Center... Joe Wilder's master's thesis defense representation learningbathymetriclidar https://scholars.cityu.edu.hk/en/publications/causality-aware-llm-enhanced-graph-representation-learning-for-ad/ Causality-Aware LLM-Enhanced Graph Representation Learning for Adaptive Power System Control -... graph representation https://experts.colorado.edu/display/conference_053085401 3rd Workshop on Representation Learning for NLP (RepL4NLP) | CU Experts | CU Boulder representation learningworkshop https://www.kth.se/en/om/upptack/kalender/disputationer/interactive-representation-learning-1.1458116 Interactive Representation Learning | KTH Symmetries, Metric Spaces and Uncertainty representation learninginteractivekth https://sites.google.com/view/repl4nlp2023/panel 8th Workshop on Representation Learning for NLP - Panel Theme: Limitations of Large Language Models (14:15 - 15:30 EDT) representation learningworkshopnlppanel https://is.mpg.de/publications/abstreiteretal23 Diffusion Based Representation Learning | MPI-IS Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to... representation learningdiffusionbasedmpi https://geometric-rl.mpi-inf.mpg.de/ Geometric Representation Learning | Geometric Representation Learning | Max-Planck-Institute for... max planck instituterepresentation learninggeometric https://kth.diva-portal.org/smash/record.jsf?faces-redirect=true&language=no&searchType=SIMPLE&query=&af=%5B%5D&aq=%5B%5B%5D%5D&aq2=%5B%5B%5D%5D&aqe=%5B%5D&pid=diva2%3A2038904&noOfRows=50&sortOrder=author_sort_asc&sortOrder2=title_sort_asc&onlyFullText=false&sf=all Interactive Representation Learning : Symmetries, Metric Spaces and Uncertainty representation learninginteractivesymmetriesmetricspaces https://arxiv.org/abs/2209.15404 [2209.15404] Entropy-driven Unsupervised Keypoint Representation Learning in Videos Abstract page for arXiv paper 2209.15404: Entropy-driven Unsupervised Keypoint Representation Learning in Videos representation learningentropydrivenunsupervisedkeypoint https://www.cis.fiu.edu/lectures/feature-representation-learning-from-generalized-to-personalized-federated-learning/ Feature Representation Learning: From Generalized to Personalized Federated Learning - Knight... Jun 11, 2024 - Feature Representation Learning: From Generalized to Personalized Federated Learning representation learningfeaturegeneralizedpersonalizedfederated https://www.mdpi.com/1424-8220/21/13/4486 Representation Learning for Fine-Grained Change Detection Fine-grained change detection in sensor data is very challenging for artificial intelligence though it is critically important in practice. It is the process... representation learningfinechangedetection https://research.ibm.com/publications/network-architectures-for-multilingual-speech-representation-learning Network architectures for multilingual speech representation learning for ICASSP 2017 - IBM Research Network architectures for multilingual speech representation learning for ICASSP 2017 by Tom Sercu et al. representation learningnetworkarchitecturesmultilingualspeech https://aroncao49.github.io/publications/2023-04-20-ssvid-number-10/ Self-Supervised Video Representation Learning by Video Incoherence Detection - Haozhi Cao representation learningselfsupervisedvideoincoherence https://supervisorconnect.it.monash.edu/projects/research/disentangled-representation-learning-synthetic-data-generation-and-privacy Disentangled Representation Learning for Synthetic Data Generation and Privacy Protection |... Synthetic data generation has drawn growing attention due to the lack of training data in many application domains. It is useful for privacy-concerned... synthetic data generationrepresentation learningprivacyprotection https://arxiv.org/abs/2106.14112v1 [2106.14112v1] Time-Series Representation Learning via Temporal and Contextual Contrasting Abstract page for arXiv paper 2106.14112v1: Time-Series Representation Learning via Temporal and Contextual Contrasting time seriesrepresentation learning https://intra.kth.se/en/aktuellt/kalender/representation-learning-and-parallelization-for-machine-learning-applications-with-graph-tabular-and-time-series-data-1.1358658?date=2024-10-21&orgdate=2024-10-07&length=1&orglength=0 Representation Learning and Parallelization for Machine Learning Applications with Graph, Tabular,... representation learningparallelizationmachineapplicationsgraph https://panford.github.io/google_talk Some Challenges in Healthcare Representation Learning and Proposed Approaches - Kobby... Dec 3, 2019 - I talked about some healthcare challenges and some ways representation learning could make a difference. in healthcarerepresentation learningchallengesproposedapproaches https://www.eurohpc-ju.europa.eu/atmorep-large-scale-representation-learning-atmospheric-dynamics_en AtmoRep: large scale representation learning for atmospheric dynamics - The European High... The atmosphere affects humans in a multitude of ways, from loss of lives due to adverse weather effects to long-term social and economic impacts. large scalerepresentation learningthe european https://pure.psu.edu/en/publications/pairwise-representation-learning-for-event-coreference/ Pairwise Representation Learning for Event Coreference - Penn State representation learningpairwiseeventpennstate https://amslaurea.unibo.it/id/eprint/28712/ Representation Learning for Implicit Neural Representation: a Comparative Analysis - AMS Tesi di... representation learningcomparative analysisimplicitneural https://par.nsf.gov/biblio/10345535-deep-representation-learning-affective-speech-signal-analysis-processing-preventing-unwanted-signal-disparities Deep Representation Learning for Affective Speech Signal Analysis and Processing: Preventing... This page contains metadata information for the record with PAR ID 10345535 representation learningsignal analysisdeepaffective https://pubs.rsc.org/en/content/articlelanding/2023/dd/d2dd00099g Chemical representation learning for toxicity prediction - Digital Discovery (RSC Publishing) Undesired toxicity is a major hindrance to drug discovery and largely responsible for high attrition rates in early stages. This calls for new, reliable, and... representation learningdigital discoverychemicaltoxicityprediction https://scholars.duke.edu/publication/1513133 Scholars@Duke publication: Privacy-Preserving Representation Learning on Graphs: A Mutual... representation learningscholarsdukepublicationprivacy https://sites.google.com/view/repl4nlp2024/home 9th Workshop on Representation Learning for NLP UPDATE: We have extended our submission deadline to May 20, 2024! The 9th Workshop on Representation Learning for NLP, organized by SIGREP, aims to continue... representation learningworkshopnlp https://arxiv.org/abs/2409.02772 [2409.02772] Unifying Causal Representation Learning with the Invariance Principle Abstract page for arXiv paper 2409.02772: Unifying Causal Representation Learning with the Invariance Principle representation learningunifyingcausalprinciple https://is.mpg.de/ei/publications/simsacschjin25 Improving Large Language Model Safety with Contrastive Representation Learning | Empirical... Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to... large language modelrepresentation learningimprovingsafetyempirical https://www.frontiersin.org/journals/applied-mathematics-and-statistics/articles/10.3389/fams.2021.655224/full Frontiers | Joint Interpolation and Representation Learning for Irregularly Sampled... Earth observation satellite missions provide invaluable global observations of geophysical processes in play in the atmosphere and the oceans. Due to sensor ... representation learningfrontiersjointinterpolationsampled https://is.mpg.de/en/publications/kugelgen24 Identifiable Causal Representation Learning: Unsupervised, Multi-View, and Multi-Environment |... Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to... representation learningmulti viewidentifiablecausalunsupervised https://scholars.cityu.edu.hk/en/studentTheses/spatiotemporal-representation-learning-for-event-based-visual-rec/ Spatiotemporal Representation Learning for Event-Based Visual Recognition - CityUHK Scholars representation learningevent basedvisual recognitionscholars https://ub01.uni-tuebingen.de/xmlui/handle/10900/148239 Robust Representation Learning for Privacy-Preserving Machine Learning: A Multi-Objective... representation learningrobustprivacypreservingmachine https://valeoai.github.io/publications/PerReg/ Towards Generalizable Trajectory Prediction Using Dual-Level Representation Learning And Adaptive... May 4, 2026 - Existing vehicle trajectory prediction models struggle with generalizability, prediction uncertainties, and handling complex interactions. representation learningtowardstrajectorypredictionusing https://research.tue.nl/nl/publications/equivariant-representation-learning-in-the-presence-of-stabilizer/ Equivariant Representation Learning in the Presence of Stabilizers - Onderzoeksportaal Eindhoven... representation learningthe presencestabilizersonderzoeksportaaleindhoven https://scholarworks.indianapolis.iu.edu/items/9b080a15-5149-4200-ad95-6cddb498290c Towards Representation Learning for Robust Network Intrusion Detection Systems The most cost-effective method for cybersecurity defense is prevention. Ideally, before a malicious actor steals information or affects the functionality of a... representation learningintrusion detectiontowardsrobustnetwork https://scholars.cityu.edu.hk/en/publications/graph-based-representation-learning-for-automatic-human-motion-se/ Graph-based representation learning for automatic human motion segmentation - CityUHK Scholars representation learninghuman motiongraphbased https://academicworks.cuny.edu/gc_etds/4654/ "Representation Learning for Chemical Activity Predictions" by Mohamed S. Ayed Computational prediction of a phenotypic response upon the chemical perturbation on a biological system plays an important role in drug discovery and many... representation learningchemicalactivitypredictionsmohamed https://www.kth.se/forskning/kalender/compression-based-data-identification-and-representation-learning-1.1009210?date=2020-10-02&orgdate=2020-01-18&length=1&orglength=349 Compression-based Data Identification and Representation Learning | KTH representation learningcompressionbaseddataidentification https://sites.google.com/view/repl4nlp2020/home 5th Workshop on Representation Learning for NLP The 5th Workshop on Representation Learning for NLP (RepL4NLP-2020) will be hosted at ACL 2020. The workshop is being organised by Spandana Gella, Johannes... representation learningworkshopnlp https://pmc.ncbi.nlm.nih.gov/articles/PMC8271634/ Deep representation learning improves prediction of LacI-mediated transcriptional repression - PMC The understanding of protein function increases with new experimental and evolutionary datasets. A major challenge is to apply machine learning to these... representation learningdeepimprovesprediction https://www.kaggle.com/c/challenges-in-representation-learning-multi-modal-learning/ Challenges in Representation Learning: Multi-modal Learning | Kaggle The multi-modal learning challenge representation learningmulti modalchallengeskaggle https://arxiv.org/abs/1910.02548 [1910.02548] Rethinking Kernel Methods for Node Representation Learning on Graphs Abstract page for arXiv paper 1910.02548: Rethinking Kernel Methods for Node Representation Learning on Graphs kernel methodsrepresentation learningrethinking https://zitniklab.hms.harvard.edu/2021/04/12/RepLearningReview/ Representation Learning for Biomedical Nets | Zitnik Lab Apr 12, 2021 - In our survey on representation learning for biomedical networks we discuss how long-standing principles of network biology and medicine provide the conceptual... representation learningbiomedicalnetslab https://par.nsf.gov/biblio/10520960-polygongnn-representation-learning-polygonal-geometries-heterogeneous-visibility-graph PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph |... This page contains metadata information for the record with PAR ID 10520960 representation learningpolygonalgeometriesheterogeneousvisibility https://research.ibm.com/publications/tabsketchfm-sketch-based-tabular-representation-learning-for-data-discovery-over-data-lakes TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes for... TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes for NeurIPS 2024 by Aamod Khatiwada et al. representation learningfor datasketchbasedtabular https://arxiv.org/abs/2105.02545 [2105.02545] Unsupervised Visual Representation Learning by Tracking Patches in Video Abstract page for arXiv paper 2105.02545: Unsupervised Visual Representation Learning by Tracking Patches in Video visual representationunsupervised https://ieeetv.ieee.org/ondemand/ieee-isbi-2020-virtual-conference-april-2020/2774/compact-representation-learning-using-class-specific-convolution-coders-application-to-medical-image-classification Compact Representation Learning Using Class Specific Convolution Coders - Application to Medical... Medical image classification using deep learning techniques rely on highly curated datasets, which are difficult and expensive to obtain in real world due... representation learningclass specificcompactusing https://geometric-rl.mpi-inf.mpg.de/people/Tiwari.html Garvita Tiwari | Geometric Representation Learning | Max-Planck-Institute for Informatics max planck instituterepresentation learningtiwarigeometricinformatics https://is.mpg.de/ei/publications/traubleetal21c Representation Learning for Out-of-distribution Generalization in Reinforcement Learning Learning |... Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to... representation learningout ofdistributiongeneralizationreinforcement https://www.research.autodesk.com/publications/contrastive-multi-view-representation-learning-on-graphs/ Contrastive Multi-View Representation Learning on Graphs Apr 29, 2025 - We introduce a self-supervised approach for learning node and graph... multi viewrepresentation learninggraphs https://kth.diva-portal.org/smash/record.jsf?pid=diva2%3A1172970 Deep representation learning for human motion prediction and classification representation learningfor humandeepmotionprediction https://pure.psu.edu/en/publications/unsupervised-representation-learning-of-spatial-data-via-multimod/ Unsupervised representation learning of spatial data via multimodal embedding - Penn State representation learningspatial dataunsupervised https://www.imperial.ac.uk/study/fees-and-funding/scholarships-search/phd-studentship---multimodal-representation-learning-in-biological-data-202526-20252026.php PhD studentship - Multimodal Representation Learning in Biological Data 2025/26 | Study | Imperial... Search scholarship opportunities. phd studentshiprepresentation learning https://research.ibm.com/publications/causal-markov-blanket-representation-learning-for-domain-generalization-prediction Causal Markov Blanket Representation Learning for Domain Generalization Prediction for ECCV 2024 -... Causal Markov Blanket Representation Learning for Domain Generalization Prediction for ECCV 2024 by Naiyu Yin et al. markov blanketrepresentation learningdomain generalizationcausal https://arxiv.org/abs/2508.02609 [2508.02609] Entity Representation Learning Through Onsite-Offsite Graph for Pinterest Ads Abstract page for arXiv paper 2508.02609: Entity Representation Learning Through Onsite-Offsite Graph for Pinterest Ads representation learning https://arxiv.org/abs/2310.07799v2 [2310.07799v2] Domain-invariant Clinical Representation Learning by Bridging Data Distribution... Abstract page for arXiv paper 2310.07799v2: Domain-invariant Clinical Representation Learning by Bridging Data Distribution Shift across EMR Datasets representation learningdomaininvariantclinical https://geometric-rl.mpi-inf.mpg.de/people/Bilecen.html Bahri Batuhan Bilecen | Geometric Representation Learning | Max-Planck-Institute for Informatics max planck instituterepresentation learningbahribatuhangeometric https://leeyngdo.github.io/blog/representation-learning/2024-06-22-explainable-clip/ [Representation Learning] Explainability of CLIP Jun 22, 2024 - The Minimal Light is a simple and elegant jekyll theme for academic personal homepage. representation learningexplainabilityclip https://npg.copernicus.org/articles/31/409/2024/npg-31-409-2024-metrics.html NPG - Metrics - Representation learning with unconditional denoising diffusion models for dynamical... Abstract. We propose denoising diffusion models for data-driven representation learning of dynamical systems. In this type of generative deep learning, a... representation learningdiffusion modelsnpgmetrics https://research.ibm.com/publications/reprogramming-language-models-for-molecular-representation-learning Reprogramming Language Models for Molecular Representation Learning for NeurIPS 2020 - IBM Research Reprogramming Language Models for Molecular Representation Learning for NeurIPS 2020 by Ria Vinod et al. language modelsrepresentation learningreprogrammingmolecular https://geometric-rl.mpi-inf.mpg.de/people/Yunus.html Raza Yunus | Geometric Representation Learning | Max-Planck-Institute for Informatics max planck instituterepresentation learningrazayunusgeometric https://arxiv.org/abs/2204.12037v8 [2204.12037v8] Causal Reasoning Meets Visual Representation Learning: A Prospective Study Abstract page for arXiv paper 2204.12037v8: Causal Reasoning Meets Visual Representation Learning: A Prospective Study visual representationcausalreasoningmeets https://mscvprojects.ri.cmu.edu/2020teamo/self-supervised-scene-flow-estimation/ Self-supervised Scene Flow Estimation - Self-supervised Representation Learning for Deformable... Dec 23, 2020 - Method In this section, we will introduce the method we built for self-supervised scene flow estimation for deformable objects in detail. Our method is based... representation learningselfsupervisedsceneflow https://cbic.weill.cornell.edu/publications/multimodal-representation-learning-parsing-biological-heterogeneity-psychiatric-neuroimaging Multimodal Representation Learning for Parsing Biological representation learningmultimodalparsingbiological https://profiles.wustl.edu/en/publications/multi-view-representation-learning-for-tabular-data-integration-u/ Multi-view representation learning for tabular data integration using inter-feature relationships -... multi viewrepresentation learningtabular data https://research.facebook.com/publications/commercemm-large-scale-commerce-multimodal-representation-learning-with-omni-retrieval/ CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval - Meta... We introduce CommerceMM - a multimodal model capable of providing a diverse and granular understanding of commerce topics associated to the given piece of... large scalerepresentation learningcommercemultimodal https://geometric-rl.mpi-inf.mpg.de/publications.html Publications | Geometric Representation Learning | Max-Planck-Institute for Informatics max planck instituterepresentation learningpublicationsgeometricinformatics https://arxiv.org/abs/2003.06516v2 [2003.06516v2] Deep Representation Learning of Electronic Health Records to Unlock Patient... Abstract page for arXiv paper 2003.06516v2: Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale electronic health recordsrepresentation learning https://kth.diva-portal.org/smash/record.jsf?pid=diva2:1172970 Deep representation learning for human motion prediction and classification representation learningfor humandeepmotionprediction https://publica.fraunhofer.de/entities/publication/052c602c-0e8c-4a1f-aa7f-127641472ad3 Hybrid Representation Learning for Information Extraction In the contemporary digital era, the exponential increase in unstructured and semi-structured data has made information extraction a cornerstone of modern... representation learningfor informationhybridextraction https://arxiv.org/abs/2509.19058 [2509.19058] Towards Causal Representation Learning with Observable Sources as Auxiliaries Abstract page for arXiv paper 2509.19058: Towards Causal Representation Learning with Observable Sources as Auxiliaries representation learningtowardscausal https://grlplus.github.io/ Graph Representation Learning and Beyond (GRL+) graph representationand beyondlearninggrl https://ieeetv.ieee.org/ondemand/ieee-icassp-2020-virtual-conference-may-2020/5171 Dgan: Disentangled Representation Learning For Anisotropic Brdf Reconstruction | IEEETV Accurate reconstruction of real-world materials' appearance from a very limited number of samples is still a huge challenge in computer vision and graphics. In... representation learningdgananisotropicreconstruction https://eecs.berkeley.edu/research/colloquium/archives/231129-2/ Causal Representation Learning and Optimal Intervention Design - EECS at Berkeley representation learningcausaloptimalinterventiondesign https://www.iro.umontreal.ca/~bengioy/talks/deep-learning-tutorial-2012.html representation-learning-tutorial-2012 representation learningtutorial https://yushen-liu.github.io/VIPGAN/index.html View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global... BIMTag: Concept-based automatic semantic annotation of online BIM product resources representation learning https://is.mpg.de/talks/combine-and-conquer-representation-learning-from-multiple-data-distributions Combine and conquer: representation learning from multiple data distributions | MPI-IS It is becoming less and less controversial to say that the days of learning representations through label supervision are over. Recent work discovers that such... representation learningcombineconquer https://lilianweng.github.io/posts/2021-05-31-contrastive/?ref=danmackinlay.name Contrastive Representation Learning | Lil'Log May 31, 2021 - The goal of contrastive representation learning is to learn such an embedding space in which similar sample pairs stay close to each other while dissimilar... representation learninglillog https://ucsc-ospo.github.io/project/osre26/uci/star/ StaR: A Stability-Aware Representation Learning Framework for Spatial Domain Identification | UCSC... Jan 20, 2026 - Topics: spatial transcriptomics, spatial domain identification, representation learning, model robustness Skills: Programming Languages: Python; PyTorch... representation learning https://pure.psu.edu/en/publications/privacy-preserving-text-representation-learning/ Privacy preserving text representation learning - Penn State representation learningprivacypreservingtextpenn https://r2learning.github.io/ Relational Representation Learning | NeurIPS 2018 Workshop NeurIPS 2018 Workshop representation learningrelationalneuripsworkshop https://arxiv.org/abs/2604.01973 [2604.01973] NearID: Identity Representation Learning via Near-identity Distractors Abstract page for arXiv paper 2604.01973: NearID: Identity Representation Learning via Near-identity Distractors representation learningidentityvianeardistractors https://arxiv.org/abs/2603.18184 [2603.18184] CWoMP: Morpheme Representation Learning for Interlinear Glossing Abstract page for arXiv paper 2603.18184: CWoMP: Morpheme Representation Learning for Interlinear Glossing representation learningmorphemeinterlinearglossing https://pure.psu.edu/en/publications/hyperdimensional-representation-learning-for-node-classification-/ Hyperdimensional Representation Learning for Node Classification and Link Prediction - Penn State representation learningnode https://github.com/github/CodeSearchNet GitHub - github/CodeSearchNet: Datasets, tools, and benchmarks for representation learning of code.... Datasets, tools, and benchmarks for representation learning of code. - github/CodeSearchNet representation learninggithubdatasetstools https://is.mpg.de/publications/reizinger25identexchangeable Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning | MPI-IS Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to... representation learningidentifiablemechanismscausal https://podcasts.ox.ac.uk/index.php/probabilistic-bisimulation-representation-learning-metrics From probabilistic bisimulation to representation learning via metrics | University of Oxford... Bisimulation is a fundamental equivalence relation in process theory invented by Robin Milner and with an elegant fixed-point definition due to David Park. In... representation learninguniversity ofprobabilistic https://cbmm.mit.edu/video/representation-learning Representation Learning | The Center for Brains, Minds & Machines representation learningthe centerbrainsmindsmachines https://rescience.github.io/bibliography/Liljefors_2020.html [Re] Unsupervised Scalable Representation Learning for Multivariate Time Series representation learningunsupervisedscalablemultivariatetime https://smartdataanalytics.github.io/KR4L/ Workshop of Knowledge Representation & Representation Learning | ECAI 2020 in Santiago de... ECAI 2020 in Santiago de Compostela, June 2020 knowledge representationworkshoplearningecaisantiago https://gfx.cs.princeton.edu/pubs/Wang_2024_GSG/index.php GR0: Self-supervised Global Representation Learning for Zero-shot Voice Conversion global representationlearning forzero shotselfsupervised https://leeyngdo.github.io/blog/representation-learning/2023-01-18-bootstrap-your-own-latent/ [Representation Learning] BYOL Jan 31, 2024 - Bootstrap Your Own Latent representation learningbyol https://www.mdpi.com/2073-8994/14/10/1999 An Unsupervised Multi-Dimensional Representation Learning Model for Short-Term Electrical Load... The intelligent electrical power system is a comprehensive symmetrical system that controls the power supply and power consumption. As a basis for intelligent... representation learning https://repository.gatech.edu/entities/publication/0b962c43-969b-4d76-ab19-23366d084141 Representation Learning for Grounding Vision and Language in Hierarchical Robot Planning The objective of the thesis is to enhance representation learning for grounding vision and language in hierarchical robot planning, aiming to improve the full... representation learninggroundingvision https://npg.copernicus.org/articles/31/409/2024/npg-31-409-2024-relations.html NPG - Relations - Representation learning with unconditional denoising diffusion models for... Abstract. We propose denoising diffusion models for data-driven representation learning of dynamical systems. In this type of generative deep learning, a... representation learningdiffusion modelsnpgrelationsunconditional https://sites.google.com/view/repl4nlp2024/invited-speakers 9th Workshop on Representation Learning for NLP - Invited Speakers representation learningworkshopnlpinvitedspeakers https://research.vu.nl/en/publications/representation-learning-oniot-knowledge-graphs/ Representation Learning on IoT Knowledge Graphs - Vrije Universiteit Amsterdam representation learningknowledge graphsvrije universiteitiotamsterdam https://ub01.uni-tuebingen.de/xmlui/handle/10900/177792 Robust Representation Learning for Privacy-Preserving Machine Learning: A Multi-Objective... representation learningrobustprivacypreservingmachine https://dukespace.lib.duke.edu/items/7d20bd01-8fcf-4af8-9940-bb7d974565a5/full Exploring Deep Representation Learning on Vision and Language Intelligence representation learningexploringdeepvisionlanguage https://openreview.net/forum?id=j-63FSNcO5a Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive... From the intuitive notion of disentanglement, the image variations corresponding to different generative factors should be distinct from each other, and the... generative modelslearningrepresentationexploitingpretrained https://scads.ai/1st-workshop-of-learning-large-language-models-for-knowledge-representation/ Learning Large Language Models for Knowledge Representation Dec 13, 2024 - From 12.-13.12.2024, the workshop LLMs' secrets - Learning Large Language Models for Knowledge Representation was held in Dresden. large language modelslearningknowledgerepresentation