Deformable Generator Network: Unsupervised Disentanglement of Appearance and Geometry

We present a deformable generator model to disentangle the appearance and geometric information for both image and video data in a purely unsupervised manner. The appearance generator network models the information related to appearance, including color, illumination, identity or category, while the geometric generator performs geometric warping, such as rotation and stretching, through generating deformation field which is used to warp the generated appearance to obtain the final image or video sequences. Two generators take independent latent vectors as input to disentangle the appearance and geometric information from image or video sequences. For video data, a nonlinear transition model is introduced to both the appearance and geometric generators to capture the dynamics over time. The proposed scheme is general and can be easily integrated into different generative models. An extensive set of qualitative and quantitative experiments shows that the appearance and geometric information can be well disentangled, and the learned geometric generator can be conveniently transferred to other image datasets to facilitate knowledge transfer tasks.Comment: version

Spectrally Dependent CLARREO Infrared Spectrometer Calibration Requirement for Climate Change Detection

Detecting climate trends of atmospheric temperature, moisture, cloud, and surface temperature requires accurately calibrated satellite instruments such as the Climate Absolute Radiance and Reflectivity Observatory (CLARREO). Wielicki et al. have studied the CLARREO measurement requirements for achieving climate change accuracy goals in orbit. Our study further quantifies the spectrally dependent IR instrument calibration requirement for detecting trends of atmospheric temperature and moisture profiles. The temperature, water vapor, and surface skin temperature variability and the associated correlation time are derived using Modern Era Retrospective-Analysis for Research and Applications (MERRA) and European Center for Medium-Range Weather Forecasts (ECMWF) reanalysis data. The results are further validated using climate model simulation results. With the derived natural variability as the reference, the calibration requirement is established by carrying out a simulation study for CLARREO observations of various atmospheric states under all-sky. We derive a 0.04 K (k=2, or 95% confidence) radiometric calibration requirement baseline using a spectral fingerprinting method. We also demonstrate that the requirement is spectrally dependent and some spectral regions can be relaxed due to the hyperspectral nature of the CLARREO instrument. We further discuss relaxing the requirement to 0.06 K (k=2) based on the uncertainties associated with the temperature and water vapor natural variability and relatively small delay in time-to-detect for trends relative to the baseline case. The methodology used in this study can be extended to other parameters (such as clouds and CO2) and other instrument configurations

Comparison of regime‐sorted tropical cloud profiles observed by CloudSat with GEOS5 analyses and two general circulation model simulations

Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/94863/1/jgrd16832.pd

Challenges in QCD matter physics - The Compressed Baryonic Matter experiment at FAIR

Substantial experimental and theoretical efforts worldwide are devoted to explore the phase diagram of strongly interacting matter. At LHC and top RHIC energies, QCD matter is studied at very high temperatures and nearly vanishing net-baryon densities. There is evidence that a Quark-Gluon-Plasma (QGP) was created at experiments at RHIC and LHC. The transition from the QGP back to the hadron gas is found to be a smooth cross over. For larger net-baryon densities and lower temperatures, it is expected that the QCD phase diagram exhibits a rich structure, such as a first-order phase transition between hadronic and partonic matter which terminates in a critical point, or exotic phases like quarkyonic matter. The discovery of these landmarks would be a breakthrough in our understanding of the strong interaction and is therefore in the focus of various high-energy heavy-ion research programs. The Compressed Baryonic Matter (CBM) experiment at FAIR will play a unique role in the exploration of the QCD phase diagram in the region of high net-baryon densities, because it is designed to run at unprecedented interaction rates. High-rate operation is the key prerequisite for high-precision measurements of multi-differential observables and of rare diagnostic probes which are sensitive to the dense phase of the nuclear fireball. The goal of the CBM experiment at SIS100 (sqrt(s_NN) = 2.7 - 4.9 GeV) is to discover fundamental properties of QCD matter: the phase structure at large baryon-chemical potentials (mu_B > 500 MeV), effects of chiral symmetry, and the equation-of-state at high density as it is expected to occur in the core of neutron stars. In this article, we review the motivation for and the physics programme of CBM, including activities before the start of data taking in 2022, in the context of the worldwide efforts to explore high-density QCD matter.Comment: 15 pages, 11 figures. Published in European Physical Journal

Measurement of CP asymmetries and branching fraction ratios of B− decays to two charm mesons

The $CP$ asymmetries of seven $B^-$ decays to two charm mesons are measured using data corresponding to an integrated luminosity of $9\text{fb}^{-1}$ of proton-proton collisions collected by the LHCb experiment. Decays involving a $D^{*0}$ or $D^{*-}_s$ meson are analysed by reconstructing only the $D^0$ or $D^-_s$ decay products. This paper presents the first measurement of $\mathcal{A}^{CP}(B^- \rightarrow D^{*-}_s D^0)$ and $\mathcal{A}^{CP}(B^- \rightarrow D^{-}_s D^{*0})$, and the most precise measurement of the other five $CP$ asymmetries. There is no evidence of $CP$ violation in any of the analysed decays. Additionally, two ratios between branching fractions of selected decays are measured.The CP asymmetries of seven B$^{−}$ decays to two charm mesons are measured using data corresponding to an integrated luminosity of 9 fb$^{−1}$ of proton-proton collisions collected by the LHCb experiment. Decays involving a D$^{*0}$ or ${D}_s^{\ast -}$ meson are analysed by reconstructing only the D$^{0}$ or ${D}_s^{-}$ decay products. This paper presents the first measurement of $\mathcal{A} ^{CP}$(B$^{−}$→${D}_s^{\ast -}$D$^{0}$) and $\mathcal{A} ^{CP}$(B$^{−}$→${D}_s^{-}$D$^{∗0}$), and the most precise measurement of the other five CP asymmetries. There is no evidence of CP violation in any of the analysed decays. Additionally, two ratios between branching fractions of selected decays are measured.[graphic not available: see fulltext]The $CP$ asymmetries of seven $B^-$ decays to two charm mesons are measured using data corresponding to an integrated luminosity of $9\text{ fb}^{-1}$ of proton-proton collisions collected by the LHCb experiment. Decays involving a $D^{*0}$ or $D^{*-}_s$ meson are analysed by reconstructing only the $D^0$ or $D^-_s$ decay products. This paper presents the first measurement of $\mathcal{A}^{CP}(B^- \rightarrow D^{*-}_s D^0)$ and $\mathcal{A}^{CP}(B^- \rightarrow D^{-}_s D^{*0})$, and the most precise measurement of the other five $CP$ asymmetries. There is no evidence of $CP$ violation in any of the analysed decays. Additionally, two ratios between branching fractions of selected decays are measured

Évaluation concomitante des signatures fonctionnelles des réponses lymphocytaires T spécifiques des Antigènes Associés aux Tumeurs et des Cellules Tumorales Circulantes : Impact sur le pronostic des patients atteints de carcinome épidermoïde des voies aéro-digestives supérieures

We have evaluated herein two important parameters in the immunomonitoring of cancer patients: circulating tumor cells (CTC) as an indicator of “tumoral antigenic load” and tumor-associated antigens (TAA) specific T-cells. We firstly evaluated the diagnostic and prognostic value of CTC in Head and Neck Squamous Cell Carcinoma (HNSCC) by a systematic review and meta-analysis. We came to the conclusion that current evidence identifies the CTC detection test as an extremely specific but low sensitive test in HNSCC. In addition, the presence of CTC indicates a worse disease-free disease (DFS). Also, we report for the first time a rare case of extremely high enumeration of circulating tumor cells detected in a patient with squamous cell carcinoma of the oral cavity using the CellSearch® system. The absolute number of CTC could therefore predict a particular phase of cancer development as well as a poor survival, potentially contributing to personalized health. In addition, we describe an adaptation of the CellSearch® method that we have developed for detecting tumor cells in the cerebrospinal fluid of patients with carcinomatous meningitis. This new approach reaches a significantly improved sensitivity compared to conventional cytology. CellSearch® technology, applied to limited sample volumes and allowing an increased pre-analytical time, may be of great interest in the diagnosis of leptomeningeal metastases in patients with epithelial cancer. By a concomitant evaluation of CTC and TAA-specific lymphocyte responses in 24 HNSCC patients, we describe that CTC could be an independent indicator of immunogenic tumor burden. The absence of CTC, the presence of TAA-specific T-cells, or the combination of these, were all parameters showing a trend for a better overall survival or DFS. The amplitude and functional signatures of TAA-specific T-lymphocytes in patients with HNSCC were associated with the presence of CTC. These results suggest that a concomitant evaluation of these two parameters may be more pertinent for prognosis assessment as well as for treatment impact, especially in “checkpoint-inhibitors” new immunotherapiesNous avons abordé dans l’ensemble de nos travaux deux paramètres importants pour l’immunomonitoring des patients atteints d’un cancer : les cellules tumorales circulantes (CTC) comme un indicateur de la « charge antigénique tumorale » et la réponse immune lymphocytaire T spécifique d’antigènes associés aux tumeurs (AAT). Nous avons évalué d’abord la valeur diagnostique et pronostique des CTC dans les cancers des voies aérodigestives supérieures (« HNSCC » en anglais) par une revue systématique et meta-analyse de la littérature. Les preuves actuelles identifient le test de détection de CTC comme un test extrêmement spécifique, mais de faible sensibilité dans les HNSCC. En outre, la présence de CTC indique une DFS (« disease free survival ») inférieure. Nous rapportons également pour la première fois un cas rare d’énumération extrêmement élevée de CTC détectées par le système CellSearch® chez un patient présentant un carcinome épidermoïde de la cavité buccale en utilisant. Le nombre absolu de CTC pourrait donc prédire une phase particulière de développement du cancer ainsi qu'une mauvaise survie, contribuant potentiellement à une prise en charge médicale personnalisée. De plus, nous décrivons une adaptation de la méthode CellSearch® qui nous avons développée pour détecter les cellules tumorales dans le liquide céphalo-rachidien de patients atteints de méningites carcinomateuses. Cette nouvelle approche permet une sensibilité nettement améliorée en comparaison avec la cytologie conventionnelle. La technologie CellSearch®, appliquée à des volumes limités des échantillons et permettant une augmentation du temps pré-analytique, pourrait ainsi avoir un grand intérêt dans le diagnostic de métastases leptoméningées chez les patients atteints d’un cancer d’origine épithéliale. Par une évaluation concomitante des CTC et des réponses lymphocytaires spécifiques aux AAT chez 24 patients avec HNSCC, nous avons trouvé que les CTC pourraient être un indicateur indépendant de la charge tumorale immunogène. L'absence de CTC, la présence de lymphocytes T spécifiques aux AAT, ou la combinaison de ceux-ci, étaient tous des paramètres montrant une tendance pour une meilleure survie globale ou une survie sans maladie. L’amplitude et les signatures fonctionnelles des lymphocytes T spécifiques aux AAT chez les patients atteints de HNSCC étaient associées à la présence de CTC. Ces résultats suggèrent qu’une évaluation concomitante de ces deux paramètres pourrait être plus informative sur le pronostic et potentiellement sur l’impact des traitements (notamment dans la perspective d’un traitement par des « immune checkpoints »

Prognostic value of the concomitant evaluation of tumor-associated immune responses and circulating tumor cells in head and neck squamous cell carcinoma

Nous avons abordé dans l’ensemble de nos travaux deux paramètres importants pour l’immunomonitoring des patients atteints d’un cancer : les cellules tumorales circulantes (CTC) comme un indicateur de la « charge antigénique tumorale » et la réponse immune lymphocytaire T spécifique d’antigènes associés aux tumeurs (AAT). Nous avons évalué d’abord la valeur diagnostique et pronostique des CTC dans les cancers des voies aérodigestives supérieures (« HNSCC » en anglais) par une revue systématique et meta-analyse de la littérature. Les preuves actuelles identifient le test de détection de CTC comme un test extrêmement spécifique, mais de faible sensibilité dans les HNSCC. En outre, la présence de CTC indique une DFS (« disease free survival ») inférieure. Nous rapportons également pour la première fois un cas rare d’énumération extrêmement élevée de CTC détectées par le système CellSearch® chez un patient présentant un carcinome épidermoïde de la cavité buccale en utilisant. Le nombre absolu de CTC pourrait donc prédire une phase particulière de développement du cancer ainsi qu'une mauvaise survie, contribuant potentiellement à une prise en charge médicale personnalisée. De plus, nous décrivons une adaptation de la méthode CellSearch® qui nous avons développée pour détecter les cellules tumorales dans le liquide céphalo-rachidien de patients atteints de méningites carcinomateuses. Cette nouvelle approche permet une sensibilité nettement améliorée en comparaison avec la cytologie conventionnelle. La technologie CellSearch®, appliquée à des volumes limités des échantillons et permettant une augmentation du temps pré-analytique, pourrait ainsi avoir un grand intérêt dans le diagnostic de métastases leptoméningées chez les patients atteints d’un cancer d’origine épithéliale. Par une évaluation concomitante des CTC et des réponses lymphocytaires spécifiques aux AAT chez 24 patients avec HNSCC, nous avons trouvé que les CTC pourraient être un indicateur indépendant de la charge tumorale immunogène. L'absence de CTC, la présence de lymphocytes T spécifiques aux AAT, ou la combinaison de ceux-ci, étaient tous des paramètres montrant une tendance pour une meilleure survie globale ou une survie sans maladie. L’amplitude et les signatures fonctionnelles des lymphocytes T spécifiques aux AAT chez les patients atteints de HNSCC étaient associées à la présence de CTC. Ces résultats suggèrent qu’une évaluation concomitante de ces deux paramètres pourrait être plus informative sur le pronostic et potentiellement sur l’impact des traitements (notamment dans la perspective d’un traitement par des « immune checkpoints »)We have evaluated herein two important parameters in the immunomonitoring of cancer patients: circulating tumor cells (CTC) as an indicator of “tumoral antigenic load” and tumor-associated antigens (TAA) specific T-cells. We firstly evaluated the diagnostic and prognostic value of CTC in Head and Neck Squamous Cell Carcinoma (HNSCC) by a systematic review and meta-analysis. We came to the conclusion that current evidence identifies the CTC detection test as an extremely specific but low sensitive test in HNSCC. In addition, the presence of CTC indicates a worse disease-free disease (DFS). Also, we report for the first time a rare case of extremely high enumeration of circulating tumor cells detected in a patient with squamous cell carcinoma of the oral cavity using the CellSearch® system. The absolute number of CTC could therefore predict a particular phase of cancer development as well as a poor survival, potentially contributing to personalized health. In addition, we describe an adaptation of the CellSearch® method that we have developed for detecting tumor cells in the cerebrospinal fluid of patients with carcinomatous meningitis. This new approach reaches a significantly improved sensitivity compared to conventional cytology. CellSearch® technology, applied to limited sample volumes and allowing an increased pre-analytical time, may be of great interest in the diagnosis of leptomeningeal metastases in patients with epithelial cancer. By a concomitant evaluation of CTC and TAA-specific lymphocyte responses in 24 HNSCC patients, we describe that CTC could be an independent indicator of immunogenic tumor burden. The absence of CTC, the presence of TAA-specific T-cells, or the combination of these, were all parameters showing a trend for a better overall survival or DFS. The amplitude and functional signatures of TAA-specific T-lymphocytes in patients with HNSCC were associated with the presence of CTC. These results suggest that a concomitant evaluation of these two parameters may be more pertinent for prognosis assessment as well as for treatment impact, especially in “checkpoint-inhibitors” new immunotherapie