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SHADOWCAST: Controllable Graph Generation [article]

Wesley Joon-Wie Tann, Ee-Chien Chang, Bryan Hooi
2021 arXiv   pre-print
We propose S HADOWC AST, a generative model capable of controlling graph generation while retaining the original graph's intrinsic properties.  ...  We introduce the controllable graph generation problem, formulated as controlling graph attributes during the generative process to produce desired graphs with understandable structures.  ...  We leave the inclusion of additional properties as extensions for future work. In this work, we aim to develop a controllable network graph generative model.  ... 
arXiv:2006.03774v4 fatcat:55xir2qiofgm7f3rvbo7rupvj4

Deep Graph Generators: A Survey

Faezeh Faez, Yassaman Ommi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
2021 IEEE Access  
novel molecular structures to modeling social networks.  ...  Thanks to the advances in graph-based deep learning, and in particular graph representation learning, deep graph generation methods have recently emerged with new applications ranging from discovering  ...  SHADOWCAST [67] proposes another extension to Net-GAN in order to make the generation process controllable, which can be considered as a step towards generating graphs with more explainable properties  ... 
doi:10.1109/access.2021.3098417 fatcat:6xzg5cs75zhovdbpjkignfr3xu

Table of Contents

2022 IEEE Robotics and Automation Letters  
Shen Learning an Explainable Trajectory Generator Using the Automaton Generative Network (AGN) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Rodrigue Multi-Fingered In-Hand Manipulation With Various Object Properties Using Graph Convolutional Networks and Distributed Tactile Sensors . . ...S. Funabashi, T. Isobe, F. Hongyi, A.  ... 
doi:10.1109/lra.2022.3165102 fatcat:enjzebowe5hn7hsfwklc7nieuy

Arp2/3 Is Critical for Lamellipodia and Response to Extracellular Matrix Cues but Is Dispensable for Chemotaxis

Congying Wu, Sreeja B. Asokan, Matthew E. Berginski, Elizabeth M. Haynes, Norman E. Sharpless, Jack D. Griffith, Shawn M. Gomez, James E. Bear
2012 Cell  
Lamellipodia are sheet-like, leading edge protrusions in firmly adherent cells that contain Arp2/3-generated dendritic actin networks.  ...  Using fibroblasts derived from Ink4a/Arf-deficient mice, we generated a stable line depleted of Arp2/3 complex that lacks lamellipodia.  ...  ACKNOWLEDGMENTS We gratefully acknowledge support from HHMI, NIH grants to J.  ... 
doi:10.1016/j.cell.2011.12.034 pmid:22385962 pmcid:PMC3707508 fatcat:tqcbzuwaqjbj5a7webotqy2ou4

The detection and study of tumor viruses with the electron microscope

1960 Cancer Research  
ACKNOWLE DGMENTS The author is very much indebted to Dr. Nicole Granboulan for her very generous assistance and to Dr. Eliza beth Leduc and Dr. J. W. Beard for their help with the English Translation.  ...  all other generations of cells.  ...  One notices the same difference in diameter between dried and shadowcast particles (44 m/j.  ... 
pmid:13799753 fatcat:ionemegahnhjzcvx2nnmouhjam

Organization of acetylcholine receptors in quick-frozen, deep-etched, and rotary-replicated Torpedo postsynaptic membrane

J. E. Heuser
1979 Journal of Cell Biology  
Traditional freeze-fracture revealed a distinct, geometrical pattern of shallow 8 .5-nm bumps on the E fracture-face, similar to the lattice which has been seen before in chemically fixed material, but  ...  The surface protrusions were twice as abundant as the large intramembrane particles that characterize the fracture faces of this membrane, which have also been considered to be receptor molecules .  ...  Finally, to serve as controls, other pieces of tissue were soaked in 10"5 M D-tubocurarine for 15-30 min before quick-freezing, to make sure the receptors were "shut."  ... 
doi:10.1083/jcb.82.1.150 pmid:479296 pmcid:PMC2110412 fatcat:y6brqrklkjbg3pna62kog2pdoe

A MACROMOLECULAR REPEATING UNIT OF MITOCHONDRIAL STRUCTURE AND FUNCTION: Correlated Electron Microscopic and Biochemical Studies of Isolated Mitochondria and Submitochondrial Particles of Beef Heart Muscle

H. Fernandez-Moran
1964 Journal of Cell Biology  
The elementary particle of the mitochondrion is believed to be a prototype of a class of functional particles or macromolecular assemblies of similar size found in association with membranes generally.  ...  to 40 A wide); and (3) a base piece (40 X 110 A).  ...  Various methods of negative staining were used to control the possibility of artifact formation.  ... 
doi:10.1083/jcb.22.1.63 pmid:14195622 pmcid:PMC2106494 fatcat:ownjecrow5g7bf3gmog2mr4g7u

Abstracts of Papers

1954 Acta Crystallographica  
A general topological property ensures that suitable generating nodes will always exist between any two lattices.  ...  The stacking properties of the (hkl) series of planes is also investigated, and admits of a general solution subject to the same limitations as for the preceding problem.  ...  In structures which are not networks there is a monotonous change of the structure and its thermodynamic properties with increasing temperature.  ... 
doi:10.1107/s0365110x54002137 fatcat:c4hkngwd3fh2pdx7wiadsy42ne

Program of the sixty-sixth annual convention of the American Psychological Association

1958 American Psychologist  
A point source shadowcaster was used to generate static end products of perspective transformations correspond- ing to changes in apparent pitch.  ...  It is concluded that, if initial responses are not random, then the generally held assumptions explaining the shape of the learning curve require further investigation and revision.  ... 
doi:10.1037/h0045459 fatcat:5crcw2bsfvbptmojv4wn6ciltu

Polyethylene wear analysis

Phd Thesis, Maiken Stilling, Maiken Stilling, Ole Rahbek, Søren Kold, Stephan Röhrl, Thord Von Schewelov, Peter Holmberg
2009 Acta Orthopaedica   unpublished
My appreciation and thanks also goes to the patients who generously volunteered to participate in the studies.  ...  The mechanical properties of the HA coating increase with decreasing coating thickness as coating defects are reduced, and generally a coating thickness of 50-75 µm is recommended (238) .  ... 

Geoptics landscape apparency : a dynamic visual resource indicator and tool for multi-functional landscape planning

Kenneth Barton Fairhurst
Therefore, a dynamic and quantitative approach to landscape classification was developed to provide greater understanding and control from multiple viewpoints.  ...  It has been shown to offer a potential enhancement to visual landscape inventory, and is expected to be useful to land managers without a strong background in visual resource management, by reducing their  ...  Thanks also to Lloyd Davies for his help in extending focus group invitations and for arranging the Nanaimo location. I also wish to  ... 
doi:10.14288/1.0071267 fatcat:4n64xokwfvdbzhhuju6gy4xkbm

'The Suicide Attempt of a Seven Year Old Boy: An Exploration of Precipitating and Protective Factors'

Louis Thomas
The research question concerns itself with the identification of precipitating and protective factors surrounding this event and the design of a method by which to do so.  ...  Another key finding to be identified within this research is the connection between experiences of early trauma, domestic violence and the expression of suicidal concerns.  ...  to the astro-biologist's search for 'shadowcast' (below pg 118).  ... 
doi:10.15123/pub.5553 fatcat:3i7o66oucfep5dr7owmnikumfa