Seminars

Talks Image
In the Image Processing Lab (IPL) environment, invited talks by senior researchers, postdocs and PhD students in meetings for informal discussion of their research are held regularly, organized by the ISP group. We call these talks FFT, that in this case stands for "First Friday Talk", even though they may happen at any point of the week ;-) Below you may find a (non-exhaustive) list of the talks done so far to get a flavour of our interests...
DateTitleSpeakerAffiliation
2023
2023-12-01Convergence of AI and model-driven software engineering for ecosystem resilience predictionTiago Alexandre de Jesus SousaUniversity of Luxembourg
2023-11-03Remote Sensing applications on Agriculture using Machine LearningInti LunaAIStech Space, Bilbao
2023-11-02Detecting Extreme Temperature Events Using Gaussian Mixture ModelsAytaç PaçalDLR, Germany
2023-10-27A comprehensive benchmark for optical remote sensing image super-resolutionCésar AybarISP/UV
2023-09-29Recovering latent confounders from high-dimensional proxy variablesNate MankovichISP/UV
2023-07-21Advances in GPsShahine BouabidUni Oxford,UK
2023-06-23ML for Coastal FloodingAlice RePoli Torino, Italy
2023-06-09Applications of Chordal Flag AveragingNate MankovichUni Colorado, USA
2023-06-02Teleconnections in Transformers for Fire Risk predictionIoannis PrapasNOA, Greece & ISP/UV
2023-05-26Physics-aware ML for remote sensingSilvia ValeroUniversity of Toulouse
2023-03-24Characterizing coastal waters using satellite remote sensingMasumaUni Cádiz
2023-03-03Use, misuse, opportunities and pitfalls of chatGPTGustau CampsISP/UV
2023-02-02Bayesian inference of plastic sources by back-tracking particles in the Black SeaDeborah BasottoUni Lausanne, Switzerland
2023-01-27Landscape Ecology & Forest ManagementSolomon DobrowskiUniv. Montana
2023-01-20Identification of linear response functions from arbitrary perturbation experiments in the presence of noiseGuilherme L. Torres MendoncaMPI
2022
2022-12-02Wildfire Danger Prediction and Understanding with Deep LearningMichele RoncoISP/UV
2022-11-18Citizen science plant observations encode global trait patternsÁlvaro MorenoISP/UV
2022-11-11Area of applicabilityLaura Martínez FerrerISP/UV
2022-11-04Atmospheric correction for hyperspectral data: The FLEX perspectiveJorge Vicent ServeraISP/UV
2022-10-28Kernel Granger PCAGustau Camps-VallsISP/UV
2022-02-07Analyzing the structural relationship between distributions using optimal transportPaula Gordaliza PastorBCAM-Excelencia Severo Ochoa
2021
2021-11-01EUMETSAT Application of machine learning approaches to ocean colour topics ML4OceanColourAna B. Ruescas / Mark HigginsISP/UV
2021-09-01Kick-off meeting MINECO PID2020-118071GB-I00 all tasks / visual-neuro tasksValero Laparra / Jesus MaloISP/UV
2021-07-04

Artificial Intelligence, Neuroscience and Physics: are these related?
Part (3/3): Debate with the audience

V. LaparraISP/UV
2021-07-03

Artificial Intelligence, Neuroscience and Physics: are these related?
Part (2/3): Illusions in Artificial Nets.; Debate with the audience)

A. Martin, V. LaparraISP/UV, UPF
2021-07-02

Artificial Intelligence, Neuroscience and Physics: are these related?
Slides here! (video in 3 parts below)
Part (1/3): Scientific method and perception; Natural Neurons; Artificial Neurons; Statistics and causality; Physics via Artificial Neurons; Illusions in Artificial Nets.

J. Malo, M. Martínez, A. Gómez, E. Díaz, G. Mateo, A. MartinISP/UV, UJI, UAB, UPF
2021-07-01Some observations on perceptual distances and statistical learningJesus Malo / Alex HepburnISP/UV, Bristol Univ.
2021-07-01

Escola d'Estiu d'Erasmus Facultat de Física UV
Computación Cuantica; Inteligencia Artificial y Neurociencia; Ciencia de Datos en Física; Experimentación en Física Nuclear; Holografía y Optica Adaptativa

Dept. Física Nuclear / Dept. ÓpticaUV
2021-06-01

Causality and interpretable in Earth sciences ESA BIDs

Gustau Camps-VallsISP/UV
2021-05-28Physics Aware Machine Learning for the Earth Sciences MPML Seminar Series, LisboaGustau Camps-VallsISP/UV
2021-05-19Physics-aware Interpretable Machine learning in the Earth sciences OCEANIX Seminar SeriesGustau Camps-VallsISP/UV
2021-05-01Living in the Physics and Machine Learning Interplay for the Earth Sciences
ETHZ Master Seminar Series, Zurich
Gustau Camps-VallsISP/UV
2021-04-01Natural Scene Statistics and Divisive Normalization modelsJesús MaloISP/UV
2021-01-01Advances in Machine Learning for Modelling and Understanding in Earth Sciences. Distinguished Lecture IEEE GRSS ItalyGustau Camps-VallsISP/UV
2020
2020-12-12Advances in Machine Learning for Earth Sustainability Sustainable AI in practice 2020Gustau Camps-VallsISP/UV
2020-09-28Living in the Physics and Machine Learning Interplay - An AI agenda with examples for the DTE ESA-ESRIN, ItalyGustau Camps-VallsISP/UV
2020-07-22How to Surf the Physics and Machine Learning Interplay Machine Learning for Science and Engineering (MLSE) 2020Gustau Camps-VallsISP/UV
2020-07-22Advancing Deep Learning For Earth Sciences: From Hybrid Modeling To InterpretabilityGustau Camps-VallsISP/UV
2020-07-20Information flow in the Retina-Cortex pathway (CNS 2020), (video)Jesús MaloISP/UV
2020-05-15Convolutional Nets Have Visual IllusionsJesús MaloISP/UV
2020-04-07Advances in Machine Learning for Earth Observation Dept Geography -- University of Zurich, SwitzerlandGustau Camps-VallsISP/UV
2020-02-11Advances in Machine Learning for Earth Observation UGent Data Science Seminar -- University of Ghent, BelgiumGustau Camps-VallsISP/UV
2020-01-17Channel Capacity in Psychovisual Deep-Nets: Gaussianization vs Kozachenko-Leonenko (Manipal University, Jaipur, India)Jesús MaloISP/UV
2020-01-11Advances in Machine learning for Modelling and Understanding in Earth Sciences
Severo Ochoa Research Seminars -- Barcelona Supercomputing Center (BSC), Barcelona
Gustau Camps-VallsISP/UV
2020-01-10Visual Illusions in Natural and Artificial Neural Nets (Indian Instit. Neuroscience, Bangalore, India)Jesús MaloISP/UV
2019
2019-05-09Information Theory for Visual NeuroscienceJesús MaloISP/UV
2019-02-22Compactifying and Hashing KernelsJose AdsuaraISP/UV
2019-02-15Cloud screening in Sentinel-3: towards a new approachRoberto FernandezISP/UV
2019-02-08Domain Adaptation of Landsat-8 and Proba-V data using Generative Adversarial Networks for Cloud DetectionGonzalo MateoISP/UV
2019-01-23Gaussianization framework and the opportunities it opens in the deep learning eraValero LaparraISP/UV
2019-01-14Explorer's group (every week)Valero LaparraISP/UV
2019-01-11Application of the Hilbert transform for estimate velocity maps of geophysical variablesDiego BuesoISP/UV
2018
2018-12-14Machine Learning Crop Yield Prediction Combining Optical and Microwave Remote Sensing DataAnna MateoISP/UV
2018-12-05How do you infer something about the distribution over the physical variables that led to your observations?Daniel SvendsenISP/UV
2018-11-23CausaLearner: an R package to benchmark causal inference methodsEmiliano DiazISP/UV
2018-11-18Geometry of the space of visual stimuli: psychophysics and neural models (Sorbone Univ.)Jesús MaloISP/UV
2018-11-09Machine learning for Earth observation: 15 ways to leave your loverGustau Camps-VallsISP/UV
2018-10-05Learning phase velocity vector fieldsJose AdsuaraISP/UV
2018-09-25Summer school in machine learning SummaryGonzalo MateoISP/UV
2018-09-14Introducing new personnelAlvaro MorenoISP/UV
2018-09-14Introducing new personnelRoberto FernandezISP/UV
2018-06-08Multi task learning and online learningAdrian PerezISP/UV
2018-05-18Change detection in the wildDan LópezISP/UV
2018-05-18Multisource Distribution RegressionGustau Camps-VallsISP/UV
2018-05-11Crop yield prediction, gap fillingAnna MateoISP/UV
2018-05-03Convolutional Neural Networks for Cloud Screening: Transfer learning from Landsat-8 to Proba-V.Gonzalo MateoISP/UV
2018-04-12Graphical models and causality: an overviewEmiliano DiazISP/UV
2018-03-14Exploring Spatial-Spectral Dimensionality of Earth Science Data CubesJuan Emmanuel JohnsonISP/UV
2018-03-09Kernel Complex Principal ComponentsDiego BuesoISP/UV
2018-03-02Neighborhood flow coupling: a method for finding intermittent communities in temporal networksUlf Aslak JensenCopenhagen Centre for Social Data Science, Denmark
2018-02-10Explorer's group (every week)Valero LaparraISP/UV
2018-02-02Introducing new personnelJosé Juan Esteve-TaboadaISP/UV
2018-01-19Introducing new personnelDan López and Diego BuesoISP/UV
2018-01-12Introducing new personnelEmiliano DíazISP/UV
2017
2017-12-15Sun Induced Fluorescence: from leaf level measurements to modellingMaPi Cendrero-MateoLEO/UV
2017-12-01Multioutput: is it possible?Anna Maria MateoISP/UV
2017-11-24A family of kernel anomaly change detectorJosé Antonio PadrónISP/UV
2017-11-17The legend of the infinite bases...Luca MartinoUniversidad Carlos III, Madrid
2017-11-10Kernel Ridge Regression for Big DataGonzalo MateoISP/UV
2017-11-10Photon Recollision Probability: concept for cross scale consistency check between LAI and foliage clumpling products?Jan PisekTartu Obervatory, Estonia
2017-11-03Derivatives in kernel methodsEmmanuel JohnsonISP/UV
2017-10-27Online learning with the Kernel Ridge RegressionAdrián Pérez-SuayISP/UV
2017-10-20Variational Digital Terrain Model (DTM) Extraction from High-resolution Digital Surface Model (DSM)Fatih NarKonya Food and Agriculture University, Turkey & ISP/UV
2017-09-29Summary of the Gaussian Process Summer School 2017Daniel SvendsenISP/UV
2017-09-15Fair Kernel LearningAdrian Perez-SuayISP/UV
2017-05-26ERC TALK + SIF DynamicsJochem Verrelst & Shari Van WittenbergheISP/UV
2017-05-12A gentle introduction to particle filteringVíctor ElviraIMT Lille Douai | École d'ingénieurs & Centre de recherche
2017-05-05Research + interests official presentationEmmanuel Johnson & Anna Maria MateoISP/UV
2017-03-24SNAP overview and demoAna B. RuescasISP/UV
2017-03-21Change detection in time-series of polarimetric SAR dataAllan A. NielsenDTU, Copenhagen, Denmark
2017-03-03The role of 'ugliness' in aesthetic judgement predictionAlejandro PárragaComputer Vision Center (CVC) of the Univ. Aut. Barcelona
2017-02-24Disparate machine learningValero LaparraISP/UV
2017-02-05Explorer's group (every week)Valero LaparraISP/UV
2017-01-27Submitted IGARSS abstract presentationManyISP/UV
2016
2016-11-11Measuring information between multidimensional variables: summary of approachesValero LaparraISP/UV
2016-10-24Generalized vegetation indices.Gustau Camps-VallsISP/UV
2016-10-17From noisy lungs to the silent brain.Koray CiftciNamık Kemal University, Turkey
2016-10-10Python workshop for dummies. materialGonzalo MateoIPL/UV
2016-10-07Orientation Domains from Topographic ICAJesús MaloIPL/UV
2016-10-04Kick-off of the reading group in causality theory and applicationsDirected by Valero Laparra & Marina Martinez-GarciaISP/UV
2016-09-09L-band Microwave Retrievals of Soil Moisture & Vegetation ParametersMaria PilesIPL/UV
2016-07-15Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural NetworksRobert JenssenUniv Tromsø, Norway
2016-07-08Enhanced Image Quality AssessmentValero LaparraIPL/UV
2016-05-26Connectivity in the brain using Topographic Independent Component AnalysisMarina Martinez-GarciaISP/UV
2016-05-26Derivatives and inverse of a deep-network vision modelJesús Malo-LopezIPL/UV
2016-04-26Cloud masking of remote sensing images: past, present and future opportunitiesLuis Gómez ChovaISP/UV
2016-04-08Variable selection and outlier detection as a Mixed integer programStéphane CanuLITIS - INSA Rouen - Dep ASI
2016-04-05Linear latent force models using Gaussian ProcessesDavid LuengoUniversidad Politécnica de Madrid
2015
2015-12-21Advantages of normalizing locally your dataValero LaparraUni. València & New York Univ.
2015-12-18Advanced similarity Criteria for Spectral Clustering of Large Data SetsKadim TaşdemirAntalia International University, Turkey
2015-11-03Measuring decision difficulty in monkey's cortexMarina MartínezAachen Univ. Hospital. Germany
2015-06-22Decoding of complex visual stimuli from large retinal populations (vision @ theoret phys)Vicent Botella-SolerInst. Science and Technol. (IST) Austria
2015-06-19ICA and IVA: Theory, Connections, and Applications to Neuro ImagingTülay AdaliDept. Comp. Sci. Electr. Eng. University of Mariland (USA)
2015-01-10Challenges in Vision Science: a summary of current proposalsJesús MaloUniversitat de Valencia
2014
2014-10-23Exploring translational invariant data with convolutional ICAJohannes BalleCenter for Neural Science (NYU), USA
2014-10-17Efficient nonparametric regression with autocorrelated samplesJuliane GellerDept. of Mathematics, Max Planck Inst. Jena, Germany
2014-09-18Gaussian Processes: from intuitions to practical useMiguel LázaroDept. Sig. Proc. & Comm. Univ. Carlos III
2014-09-10Cost / error balance in V1-like noisy steerable wavelet architecturesJesús MaloUniversitat de Valencia
2014-09-10Optimal wiring in the visual pathwayLuis Martinez OteroInstituto de Neurociencias (CSIC)
2014-07-25Kernel feature extraction (PhD defense)Emma IzquierdoUniversitat de Valencia
2014-07-18A short history of almost every semantic representation method plus some very recent developmentsCarlo GattaCentre Visió Computador UAB
2014-07-17The statistical basis of visual illusionsJesús MaloUniversitat de València
2014-07-11Estimating information from image colors in natural scenesIvan Marin-FranchUniversitat de València
2014-07-11Estimating multi-information via GaussianizationJesús MaloUniversitat de València
2014-01-31Semisupervised Kernel Manifold AlignementGustau Camps-VallsUniversitat de València
2013
2013-12-16Color perception: towards a biologically plausible model of V1?Xavier OtazuCentre Visió Computador UAB
2013-12-16Fitting multi-layer models using MAximum Differentiation (MAD)Jesús MaloUniversitat de Valéncia
2013-10-04Probabilistic Cluster KernelEmma IzquierdoUniversitat de València
2013-05-10Structured-deep Kernel Ridge RegressionGustau Camps-VallsUniversitat de València
2013-05-10Visual information from noisy measurements. Generalization of Non-local Means: Bayesian inference and PDF estimationJesús MaloUniversitat de València
2013-04-19Image metrics and image aesthetics: simple experiments refute current methodsJesús MaloUniversitat de València
2013-01-28CCSDS-hyperspectral coding schemeIan BlanesGICI-UAB
2013-01-28Compression/segmentation of micro-array dataMiguel HernandezGroup Interactive Coding Images GICI-UAB
2013-01-28Distortion metrics based on visibility thresholdsJesús MaloUniversitat de València
2013-01-28Divide and conquer coding strategiesIan BlanesGICI-UAB
2013-01-28Embedded QuantizersFrancesc AulliGICI-UAB
2013-01-28Manifold learning and image segmentationGustau Camps-VallsUniversitat de València
2013-01-28Manifolds in multidimensional optimizationJavier PortillaInstuto de Óptica (CSIC)
2013-01-28Medical imaging segmentation problemsJoan BartrinaGICI-UAB
2013-01-28On the different (sloppy) definitions of visual saliencyJesús MaloUniversitat de València
2013-01-28The relevance of invariance to transforms in object recognitionValero LaparraUniversitat de València
2013-01-28Visibility ThresholdsFrancesc AulliGICI-UAB
2013-01-21Chromatic Induction and Contrast Masking: similar models, different goals?Sandra JiménezUniversitat de València
2013-01-14Blind Image Quality Assessment: the feature extraction + regression approachJesús MaloUniversitat de València
2012
2012-12-21Spatio-Chromatic adaptation via Higher Order Canonical Correlation Analysis (HOCCA)Jesús MaloUniversitat de València
2012-12-14SIMFEAT: Kernel Feature ExtractionGustau Camps-VallsUniversitat de Valencia
2012-07-10Image (not pixel!) features for classificationJesús MaloUniversitat de Valencia
2012-05-05All you wanted to know about PCA and you were affraid to askValero LaparraUniversitat de València
2012-03-30LASSO regression methods: opportunities for remote sensingGustau Camps-VallsUniversitat de València
2012-01-10Cost-sensitive classification based on Bregman divergencesRaúl SantosUniversidad Carlos III Madrid
2012-01-07Brain strategies for image and color distance computation (using RBIG)Jesús MaloUniversitat de València
2011
2011-10-14Inverse problems in bioengineeringJosé L. Rojo ÁlvarezUniversidad Rey Juan Carlos de Madrid
2011-10-14Nonlinear MUSICManel Martínez RamónUniversidad Carlos III Madrid
2011-06-23The role of machine learning in computational neuroscience and viceversaJesús MaloUniversitat de Valencia
2011-06-10Principal Polynomial Analysis -PPA- with Local MetricValero LaparraUniversitat de València
2011-06-06Advances in image quality assessmentZhou WangUniversity of Waterloo, Canada
2011-06-06Image quality assessment using HSIC and KSSIMVicent TalensUniversitat de València
2011-06-06Image Quality, Perception Models and Saliency at UVEGJesús MaloUniversitat de València
2011-06-06Some theory and experiments on Visual SaliencyValero LaparraUniversitat de València
2011-05-27Graph Matching for Classifier AdaptationDevis TuiaEPFL, Switzerland
2011-05-22Kernel Minimum Noise FractionLuis Gómez-ChovaUniversitat de València
2011-05-20Cluster based Active LearningJordi Muñoz-MaríUniversitat de València
2011-05-13Spatio-Spectral information in Remote Sensing: eigen-functions and applicationsSandra JiménezUniversitat de València
2011-05-06Kernel Entropy Component AnalysisLuis Gómez-ChovaUniversitat de València
2011-04-15Recursive KernelsGustavo Camps-VallsUniversitat de València
2011-04-01The image distortion problem: Improving VIF with HSIC and Div. Norm.Jesús MaloUniversitat de València
2010
2010-12-15Nonlinear statistical retrievals for IASIXavier CalbetEUMETSAT, Germany
2010-12-01Change detection with ANOVA kernelsMichele VolpiUniv. Lausanne, Switzerland
2010-11-01Large margin filteringRémi FlamaryINSA, Rouen, France
2010-10-08Mutual Information and ICAJesús MaloUniversitat de València
2010-10-08PansharpeningJoan Vicent TalensUniversitat de València
2010-10-01Deep networks speech recognitionFred RatleNuance Communications, Canada
2010-07-15Estudio comparativo de métodos de estimación de la fluorescencia de la vegetación: impacto de la resolución espectralMª Pilar CendreroUniversitat de Valencia
2010-06-04KRR image denoisingMarcelo ArmengotUniversitat de València
2010-05-07Non-linear nature of reflected light from rough surfacesJesús MaloUniversitat de València
2010-04-30Bottom-up and top-down color attention for object recognitionJoost Van de WeijerComputer Vision Center. Universitat Autònoma de Barcelona
2010-04-23Cluster-based Active Learning for Compact Image ClassificationDevis TuiaEPFL, Switzerland
2010-04-16Hilbert-Schmidt Independence Criterion (HSIC)Gustavo CampsUniversitat de València
2010-03-12Semi-supervised one-classJordi MuñozUniversitat de València
2010-03-05Tree detectionEmma IzquierdoUniversitat de València
2010-02-19ENVISAT/MERIS and Landsat/TM image fusion using a multi-resolution linear unmixingJulia AmorosUniversitat de València
2010-01-29Iterative Gaussanitation vs. deep Neural NetworksMarcelo ArmengotUniversitat de València
2009
2009-11-04Kernel Methods for Metric EstimationFrancesc FerriUniversitat de València
2009-11-04Non-linear Techniques for Manifold LearningJesús MaloUniversitat de València
2009-07-29Gaussianization-PCA for One-Class Remote Sensing Image ClassificationValero LaparraUniversitat de València
2009-06-19Gaussianization-PCA: an easy tool for optimal signal processingValero LaparraUniversitat de València
2009-06-05Reinforcement Learning: a computational algorithm or a neural mechanism?José D. Martín-GuerreroUniversitat de València
2009-05-22Gaussian Processes for RegressionGustavo Camps-VallsUniversitat de València
2009-05-15Touch screen interfaces: Analog front ends and signal processing issuesJavier CalpeUniversitat de València
2009-02-02Bayesian image deconvolutionRafael MolinaUniv. Granada
2009-02-02Fisher Information in NeuroscienceJesús M CortésUniv. Granada
2009-02-02Nice statistical properties of V1 cortical responseJesús MaloUniversitat de València
2009-01-16Kernel methods in Image ProcessingGustavo Camps-VallsUniversitat de València
2009-01-09Measuring the mutual information reduction achieved by linear transformationsValero LaparraUniversitat de València
2008
2008-12-12Band selection using mutual informationEmma IzquierdoUniversitat de València
2008-12-05Detecting citrus trees with an airborne sensorJulia AmorósUniversitat de València
2008-11-21Use of Acousto-Optic Tunable Filters as configurable spectral filtersJoan VilaUniversitat de València
2008-11-12Doing the Wiki in 10'Jordi Muñoz-MaríUniversitat de València
2008-11-07Cloud screening algorithm for MERIS and CHRIS multispectral sensorsLuis Gómez ChovaUniversitat de València
2008-11-02From your brain to your cell phone: Computational neuroscience in imaging systemsJesús MaloUniversitat de València
2008-10-31Introduction to the ISP groupGustavo Camps-VallsUniversitat de València