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