AUDE OLIVA Curriculum Vitae - Computational Visual Cognition ...
AUDE OLIVA Curriculum Vitae - Computational Visual Cognition ...
AUDE OLIVA Curriculum Vitae - Computational Visual Cognition ...
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Computer Science & Artificial Intelligence Lab<br />
Massachusetts Institute of Technology<br />
Building 32-‐D432<br />
77 Massachusetts Avenue<br />
Cambridge, MA, 02139<br />
<strong>AUDE</strong> <strong>OLIVA</strong><br />
<strong>Curriculum</strong> <strong>Vitae</strong><br />
Office : 617 452 2492<br />
Email : oliva@csail.mit.edu<br />
http://cvcl.mit.edu/aude.htm<br />
Status: Permanent Resident<br />
_______________________________________________________________________________________<br />
Degrees<br />
1995 Ph.D. in Cognitive Science, Institut National Polytechnique Grenoble, France<br />
1992 M.Sc. in Cognitive Science, Institut National Polytechnique Grenoble, France<br />
1991 M.Sc. in Experimental Psychology, University P.M. France, Grenoble, France<br />
1990 B.Sc. in Psychology (minor in Philosophy), Universite de Savoie, France<br />
1986 Baccalaureat in Mathematics & Physics, Academy of Grenoble, France<br />
Employment<br />
2012-‐ Principal Research Scientist, Computer Science and Artificial Intelligence Laboratory<br />
(CSAIL), MIT<br />
2011-‐ Principal Investigator, Computer Science and Artificial Intelligence Laboratory (CSAIL), MIT<br />
2008-‐2012 Associate Professor of Cognitive Science, Department of Brain and Cognitive Sciences, MIT<br />
2004-‐2008 Assistant Professor, Department of Brain and Cognitive Sciences, MIT, Cambridge, MA<br />
2002-‐2004 Assistant Professor, Department of Psychology, Michigan State Uni., East Lansing, MI<br />
2002-‐2004 Adjunct Assistant Professor, Department of Computer Science, MSU, East Lansing, MI<br />
2000-‐2002 Postdoctoral Associate, Department of Ophthalmology, Brigham and Women’s Hospital,<br />
Harvard Medical School, Boston, MA<br />
1998-‐1999 Postdoctoral Fellow, Laboratory of Image and Signal Processing, Institut National<br />
Polytechnique Grenoble, France<br />
1996 Postdoctoral Associate, Human Information Processing Laboratory, Advanced<br />
Telecommunications Research Institute, Kyoto, Japan<br />
1995-‐1997 Postdoctoral Fellow, Department of Psychology, University of Glasgow, Glasgow, UK<br />
External position held<br />
Editorial Board Member, Journal of Experimental Psychology: General, 2011-‐2012<br />
Associate Editor, Seeing and Perceiving, 2010-‐2011<br />
Associate Editor, Perception, 2009-‐current<br />
Review editor, Frontiers in Perception Science, 2010-‐current<br />
NIH Peer review study sections: Central <strong>Visual</strong> Processing, 2010;<strong>Cognition</strong> and Perception, 2011, 2012;<br />
Sensory, Perception and Cognitive mechanisms, 2012<br />
NSF Peer review panels; 2008, 2010, 2011, 2012<br />
1
July 2012 Aude Oliva, Ph.D. Principal Research Scientist, CSAIL, MIT<br />
Scientific consultant for the art exhibition “Super-‐Vision”, Institute of Contemporary Art, Boston, 2006<br />
Honors & Awards<br />
National Graduate Research Fellowship, Minister of Space & Research, French Government, 1992<br />
Postdoctoral Fellowship Award, Fyssen Foundation, Paris, France, 1997<br />
Postdoctoral Fellowship Award, Region Rhône-‐Alpes, French Government, 1998<br />
National Science Foundation CAREER Award, 2006<br />
Teaching Award for Excellence in Undergraduate Teaching, School of Science, MIT, 2007<br />
Teaching Award for Excellence in Undergraduate Teaching, Brain and Cognitive Sciences, MIT, 2008<br />
Elected Fellow of the Association for Psychological Science, 2009<br />
Faculty Research Awards, Google, 2010, 2011<br />
Research contracts and grants<br />
NIH – NIMH, Perception and categorization of real-‐world scenes, 2003 – 2005<br />
MIT NEC funding for Research in Computers and Communication, The brain basis of scene perception, 2005<br />
– 2006<br />
National Science Foundation CAREER Award, Information and Intelligent Systems, Recognition and<br />
Identification of <strong>Visual</strong> Scenes, 2006 – 2011<br />
National Science Foundation, Information and Intelligent Systems: Integrating the local and global<br />
structure of natural scenes. 2007 – 2010 (with M. Lewicki)<br />
Seed Research Grant, Simons Initiative on Autism and the Brain, Estimating the fidelity of perceptual and<br />
long-‐term visual memory in ASD. 2009 – 2010<br />
Research Award, Google, The Organization of Human <strong>Visual</strong> Knowledge, 2009 -‐ 2010<br />
National Science Foundation, Information and Intelligent Systems – Computer Vision: Hierarchical scene<br />
understanding, 2010-‐2013<br />
National Eye Institute, R01: The gist of the space, 2011 -‐ 2015<br />
Research Award, Google, Predicting Image Memorability, 2012 -‐ 2013<br />
Andrea Bocelli Foundation, The MIT Fifth Sense Project: Providing the Functions of Vision to Blind People<br />
(PI: Teller, co-‐PIs: Glass, Livermore, Miller, Roy, Oliva, Torralba), 2012 -‐<br />
Workshop and Symposium grants<br />
National Science Foundation, Workshops: Frontiers in Computer Vision, (PIs: Oliva & Yuille), August 2011<br />
(MIT); CVPR 2012 Providence; 2010-‐2012<br />
Army Research Office, Workshop: Frontiers in Computer Vision, (PIs: Oliva & Yuille), August 2011 (MIT),<br />
2011<br />
National Science Foundation, I-‐CRCNS Workshop: US-‐France collaboration in <strong>Computational</strong> Neuroscience,<br />
(PI: Oliva), November 2011 (Paris), 2011-‐2012<br />
Referred Journal Publications<br />
2
July 2012 Aude Oliva, Ph.D. Principal Research Scientist, CSAIL, MIT<br />
Brady, T.F., Konkle, T., Alvarez, G.A, & Oliva, A. (in press). Are real-‐world objects represented as bound<br />
units? Independent forgetting of different object details from visual memory. Journal of<br />
Experimental Psychology: General.<br />
Konkle, T. & Oliva, A. (2012). A real-‐world size organization of object responses in occipito-‐temporal cortex<br />
Neuron, 74 (6), 1114–1124.<br />
Konkle, T. & Oliva, A. (2012). Known Size Stroop effect: Real-‐world Size is an automatic property of object<br />
representation. Journal of Experimental Psychology: Human Perception and Performance, (3), 561-‐<br />
569.<br />
Park, S.J., Brady, T.F., Greene, M.R., & Oliva, A. (2011). Disentangling scene content and scene layout:<br />
Complementary roles for the PPA and LOC in representing natural images. Journal of Neuroscience,<br />
31(4), 1333-‐1340.<br />
Konkle, T., & Oliva, A. (2011). Canonical visual size for real world objects. Journal of Experimental<br />
Psychology: Human Perception & Performance, 37(1), 23-‐37.<br />
Gagnier, K.M., Intraub, H., Oliva, A., & Wolfe, J.M. (2011). Why Does Vantage Point Affect Boundary<br />
Extension? <strong>Visual</strong> <strong>Cognition</strong>, 19:2, 234-‐257<br />
Laprevote, V., Oliva, A, Delerue, C., Thomas P., & Boucart, M. (2010). Patients with schizophrenia are<br />
biased toward low spatial frequency to decode facial expression at a glance. Neuropsychologia, 48,<br />
4164-‐4168.<br />
Konkle, T., Brady, T.F., Alvarez, G.A., & Oliva, A. (2010). Scene memory is more detailed than you think: the<br />
role of categories in visual long-‐term memory. Psychological Science, 21(11), 1551-‐1556.<br />
Greene, M.R. & Oliva, A. (2010). High-‐Level Aftereffects to Global Scene Property. Journal of Experimental<br />
Psychology: Human Perception & Performance, 36(6), 1430-‐1442.<br />
Ross, M.G., & Oliva, A. (2010). Estimating perception of scene layout properties from global image features.<br />
Journal of Vision, 10, 2, 1-‐25.<br />
Konkle, T., Brady, T.F., Alvarez, G.A., & Oliva, A. (2010). Conceptual distinctiveness supports visual long-‐<br />
term memory of real world objects. Journal of Experimental Psychology: General. 139 (3), 558-‐578.<br />
Alvarez, G.A., & Oliva, A. (2009). Spatial Ensemble Statistics: Efficient Codes that can be Represented with<br />
Reduced Attention. Proceedings of the National Academy of Sciences, 106, 7345-‐7350.<br />
Brady, T.F., Konkle, T., Oliva, A., & Alvarez, G.A. (2009). Detecting changes in real-‐world objects: The<br />
relationship between visual long-‐term memory and change blindness. Communicative &<br />
Integrative Biology 2:1, 1-‐3.<br />
Ehinger, K. A., Hidalgo-‐Sotelo, B., Torralba, A., & Oliva, A. (2009). Searching for people in 900 scenes: A<br />
combined source guidance of eye movements. <strong>Visual</strong> <strong>Cognition</strong>, 17, 945-‐978.<br />
Greene, M.R., & Oliva, A. (2009). The briefest of glances: perceptual benchmarks of rapid scene<br />
understanding. Psychological Science, 20(4), 464-‐472.<br />
Greene, M.R., & Oliva, A. (2009). Recognition of natural scenes from global properties: Seeing the forest<br />
without representing the trees. Cognitive Psychology, 58(2), 137-‐179.<br />
Brady, T.F., Konkle, T., Alvarez, G.A., & Oliva, A. (2008). Remembering Thousands of Objects with High<br />
Fidelity. Proceedings of the National Academy of Sciences, 105 (38), 14325-‐14329.<br />
Boucart, M, Dinon, J.F., Despretz, P., Desmettre, T., Hladiuk, K., & Oliva, A. (2008). Recognition of facial<br />
emotion in low vision: A flexible usage of facial features. <strong>Visual</strong> Neuroscience, 25, 1-‐7.<br />
Brady, T. F., & Oliva, A. (2008). Statistical Learning using Real World Scenes: Extracting Categorical<br />
Regularities without Conscious Intent. Psychological Science, 19(7), 678-‐685.<br />
3
July 2012 Aude Oliva, Ph.D. Principal Research Scientist, CSAIL, MIT<br />
Alvarez, G.A, & Oliva, A. (2008). The Precise Representation of Simple Ensemble Statistics Outside the<br />
Focus of Attention. Psychological Science. 19(4), 392-‐398.<br />
Oliva, A., & Torralba, A. (2007). The role of context in object recognition. Trends in Cognitive Science.<br />
11(12), 520-‐527.<br />
Serre, T., Oliva, A., & Poggio, T. (2007). A feed forward architecture accounts for rapid categorization.<br />
Proceedings of the National Academy of Sciences, 104 (15), 6424-‐6429.<br />
Alvarez, G. A, Konkle, T., & Oliva, A. (2007). Searching in Dynamic Displays: Effects of Configural and Spatial-‐<br />
Temporal Predictability. Journal of Vision. 7(14),12,1-‐12.<br />
Oliva, A., Torralba, A., & Schyns, P.G. (2006). Hybrid Images. ACM Transactions on Graphics (Siggraph), 25,<br />
3, 527-‐532.<br />
Oliva, A. & Torralba, A. (2006). Building the Gist of a Scene: The Role of Global Image Features in<br />
Recognition. Progress in Brain Research: <strong>Visual</strong> perception, 155, 23-‐36, 2006.<br />
Torralba, A., Oliva, A., Castelhano, M., & Henderson, J.M. (2006). Contextual guidance of eye movements<br />
and attention in real-‐world scenes: the role of global features in object search. Psychological<br />
Review, 113, 766-‐786.<br />
Goffaux, V., Jacques, C., Mouraux, A., Oliva, A., Rossion, B., & Schyns. P.G. (2005). Diagnostic colors<br />
contribute to early stages of scene categorization: behavioral and neurophysiological evidences.<br />
<strong>Visual</strong> <strong>Cognition</strong>, 12, 878-‐892.<br />
Oliva, A., Wolfe, J. M, & Arsenio, H. (2004). Panoramic Search: The interaction of Memory and Vision in<br />
Search through a Familiar Scene. Journal of Experimental Psychology: Human Perception and<br />
Performance, 30, 1132–1146.<br />
Torralba, A., & Oliva, A. (2003). Statistics of Natural Images Categories. Network: Computation in Neural<br />
Systems, 14, 391-‐412.<br />
Torralba, A., & Oliva, A. (2002). Depth estimation from image structure. IEEE Pattern Analysis and Machine<br />
Intelligence, 24,1226-‐1238.<br />
Wolfe, J.M., Oliva, A., Horowitz, T. S, Butcher, S., & Bompas, A. (2002). Segmentation of Objects from<br />
Backgrounds in <strong>Visual</strong> Search Tasks. Vision Research, 42, 2985-‐3004.<br />
Wolfe, J.M., Oliva, A., Butcher, S., & Arsenio, H. (2002). An unbinding problem: the desintegration of visible,<br />
previously attended objects does not attract attention. Journal of Vision, 2(3), 256-‐271.<br />
Oliva, A., & Torralba, A. (2001). Modeling the Shape of the Scene: a Holistic Representation of the Spatial<br />
Envelope. International Journal in Computer Vision, 42, 145-‐175.<br />
Oliva, A., & Schyns, P.G. (2000). Diagnostic colors mediate scene recognition. Cognitive Psychology, 41,176-‐<br />
210.<br />
Guerin-‐Dugue, A., & Oliva, A. (2000). Classification of Scene Photographs from Local Orientations features.<br />
Pattern Recognition Letters, 21,1135-‐1140.<br />
Schyns, P.G. & Oliva, A. (1999). Dr. Angry and Mr. Smile: when categorization flexibly modifies the<br />
perception of faces in rapid visual presentations. <strong>Cognition</strong>, 69, 243-‐265.<br />
Oliva, A. & Schyns, P.G. (1997). Coarse blobs or fine edges? Evidence that information diagnosticity<br />
changes the perception of complex visual stimuli. Cognitive Psychology, 34, 72-‐107.<br />
Schyns, P.G. & Oliva, A. (1997). Flexible, diagnostically-‐driven, rather than fixed, perceptually determined<br />
scale selection in scene and face recognition. Perception, 26, 1027-‐1038.<br />
Schyns, P.G. & Oliva, A. (1994). From blobs to boundary edges: Evidence for time-‐ and spatial-‐scale-‐<br />
dependent scene recognition. Psychological Science, 5, 195-‐200.<br />
4
July 2012 Aude Oliva, Ph.D. Principal Research Scientist, CSAIL, MIT<br />
Habib, M., Gayraud, D., Oliva, A., Regis, J., Salomon, G., & Khalil, R. (1991). Effects of handedness and sex<br />
on the morphology of the corpus callosum. Brain & <strong>Cognition</strong>, 16, 41-‐61.<br />
Refereed conference proceedings<br />
Bainbridge. W, Isola, P., Blank, I., & Oliva, A. (2012). Establishing a Database for Studying Human Face<br />
Photograph Memory. Proceedings of the Cognitive Science Society.<br />
Xiao, J., Ehinger, K., Oliva, A., & Torralba, A. (2012). Recognizing Scene Viewpoint using Panoramic Place<br />
Representation. Proceedings of the 25th IEEE Conference on Computer Vision and Pattern<br />
Recognition.<br />
Isola, P., Parikh, D., Torralba, A., & Oliva. A. (2011). Understanding the Intrinsic Memorability of Images.<br />
Neural Information Processing Systems (NIPS).<br />
Isola, P., Xiao, J., Torralba, A., & Oliva, A (2011). What makes an image memorable? Proceedings of the<br />
24rd IEEE Conference on Computer Vision and Pattern Recognition, pp. 145-‐152.<br />
Ehinger, K. A., & Oliva, A. (2011). Canonical views of scenes depend on the shape of the space. In L. Carlson,<br />
C. Hölscher, & T. Shipley (Eds.), Proceedings of the 33rd Annual Conference of the Cognitive<br />
Science Society (pp. 2114-‐2119). Austin, TX: Cognitive Science Society.<br />
Ehinger, K. A., Xiao, J., Torralba, A., & Oliva, A. (2011). Estimating scene typicality from human ratings and<br />
image features. In L. Carlson, C. Hölscher, & T. Shipley (Eds.), Proceedings of the 33rd Annual<br />
Conference of the Cognitive Science Society (pp. 2562-‐2567). Austin, TX: Cognitive Science Society.<br />
Xiao, J., Hays, J., Ehinger, K. A., Oliva, A., & Torralba, A. (2010). SUN Database: Large Scale Scene<br />
Recognition from Abbey to Zoo. Proceedings of the 23rd IEEE Conference on Computer Vision and<br />
Pattern Recognition (pp. 3485-‐3492), IEEE Computer Society.<br />
Hidalgo-‐Sotelo, B. & Oliva, A. (2010). Person, place, and past influence eye movements during visual<br />
search. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd Annual Conference of the<br />
Cognitive Science Society (pp. 820-‐826). Austin, TX: Cognitive Science Society.<br />
Konkle, T., & Oliva, A. (2007). Normative representation of objects: evidence for an ecological bias in object<br />
perception and memory. In D. S. McNamara & J. G. Trafton (Eds.). Proceedings of the Twenty-‐Nine<br />
Annual Conference of the Cognitive Science Society, (p 407-‐412), Nashville, TN: Cognitive Science<br />
Society.<br />
Alvarez, G. A, & Oliva, A. (2007). The Role of Global Layout in <strong>Visual</strong> Short-‐term Memory. <strong>Visual</strong> <strong>Cognition</strong><br />
(Proceedings of OPAM), 15, 70-‐73.<br />
Greene, M.R. & Oliva, A. (2006). Natural scene categorization from the conjunction of ecological global<br />
properties. In R. Sun (Ed.). Proceedings of the Twenty-‐Eighth Annual Conference of the Cognitive<br />
Science Society, (p 291-‐296), Vancouver, B.C.<br />
Hidalgo-‐Sotelo, B., Oliva, A., & Torralba, A. (2005). Human Learning of Contextual Priors for Object Search:<br />
Where does the time go? Proceedings of the IEEE Computer Society Conference on Computer Vision<br />
and Pattern Recognition (CVPR'05) -‐ Workshops – 3, 86 -‐93.<br />
Oliva, A., Mack, M.L., Shrestha, M., & Peeper, A. (2004). Identifying the Perceptual Dimensions of <strong>Visual</strong><br />
Complexity of Scenes. In K. D. Forbus, D. Gentner, & T. Regier (Eds.).Proceedings of the Twenty-‐Six<br />
Annual Conference of the Cognitive Science Society, Chicago.<br />
Oliva, A., Torralba, A. Castelhano, M. & Henderson, J. (2003). Top-‐Down control of visual attention in object<br />
detection. Proceeding of the IEEE International Conference Image Processing, vol. 1. (pp 253-‐256).<br />
5
July 2012 Aude Oliva, Ph.D. Principal Research Scientist, CSAIL, MIT<br />
Oliva, A., & Torralba, A. (2002). Scene-‐centered description from spatial envelope properties. Lecture Note<br />
in Computer Science Series Proc. 2nd International Workshop on Biologically Motivated Computer<br />
Vision, Eds: H. Bulthoff, S.W. Lee, T. Poggio, & C. Wallraven. Springer-‐Verlag, Tuebingen, Germany<br />
(pp.263-‐272).<br />
Torralba, A., & Oliva, A. (1999). Semantic Organization of Scenes using Discriminant Structural Templates.<br />
Proceedings of the International Conference in Computer Vision (ICCV99), Korfu, Greece. (pp. 1253-‐<br />
1258).<br />
Oliva, A., Torralba, A., Guerin-‐Dugue, A., & Herault, (1999). J. Global scene categorization from spectral<br />
templates. Proceedings of the Challenge of Image Retrieval, Newcastle. Electronic Workshop<br />
Computer Series, Springer-‐Verlag.<br />
Guerin-‐Dugue, A., & Oliva, A. Classification of natural images from distributions of local dominant<br />
orientations. (1999). Proceedings of the 11th Scandinavian Conference on Image Analysis,<br />
Kangerlussaaq, Greenland, June 7-‐11. (pp 203-‐211).<br />
Oliva, A., Schyns, P.G., & Akamatsu. K. (1999). The role of color for face detection in a complex background.<br />
Institute of Electronics, Information and Communication Engineers, HIP96-‐34 (pp.55-‐60).<br />
Herault, J., Oliva, A., & Guerin-‐Dugue, A. (1997). Scene Categorization by Curvilinear Component Analysis of<br />
Low Frequency Spectra. Proceedings of the European Symposium of Artificial Neural Networks,<br />
Bruges, Belgium.<br />
Oliva, A. & Schyns, P.G. (1996). Color influences fast scene categorization. Proceedings of the 18th Annual<br />
Conference of the Cognitive Science Society, (p 239-‐242), San Diego, California.<br />
Oliva, A. & Schyns, P.G. (1995). Mandatory scale perception promotes flexible scene categorizations.<br />
Proceedings of the17th Annual Conference of the Cognitive Science Society, (p 159-‐163).<br />
Chapters & Book Reviews<br />
Oliva, A. (in press). Scene Perception. Chapter in the New <strong>Visual</strong> Neurosciences, Eds John S. Werner and<br />
Leo. M. Chalupa. MIT Press.<br />
Oliva, A., Park, S.J., & Konkle, T. (2011). Representing, perceiving and remembering the shape of visual<br />
space. In Vision in 3D Environments, ed. L. R. Harris and M. Jenkin. Cambridge University Press.<br />
Oliva, A. (2010). Seeing and Thinking in the Mist (Book review). Science, 329, 1017.<br />
Oliva, A. (2009). <strong>Visual</strong> Scene Perception. In the Encyclopedia of Perception. Ed: Bruce Goldstein. Sage.<br />
Oliva, A. (2005). Gist of the scene. in the Encyclopedia of Neurobiology of Attention. L. Itti, G. Rees, and J.K.<br />
Tsotsos (Eds.), Elsevier, San Diego, CA (pages 251-‐256).<br />
Teaching Experience<br />
Michigan State University<br />
Cognitive Psychology (Undergraduate lecture course), Department of Psychology, Semester taught: Fall<br />
2003, Role: Sole instructor<br />
Basic Cognitive Processes (Graduate lecture course), Department of Psychology, Semester taught: Fall<br />
2003, Role: Sole instructor<br />
6
July 2012 Aude Oliva, Ph.D. Principal Research Scientist, CSAIL, MIT<br />
<strong>Computational</strong> <strong>Visual</strong> <strong>Cognition</strong> (Graduate seminar), Department of Psychology and Department of<br />
Computer Science, Semester taught: Spring 2003, Role: Sole instructor<br />
Massachusetts Institute of Technology<br />
9.63. Laboratory in <strong>Visual</strong> <strong>Cognition</strong> (Undergraduate Lab, GIR, CI-‐M), Department of Brain and Cognitive<br />
Sciences, Semester taught: Fall 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012. Role: Sole<br />
instructor<br />
9.77. <strong>Computational</strong> Perception (Undergraduate lecture course), Department of Brain and Cognitive<br />
Sciences, Semester taught: Fall 2009, Role: Sole instructor; Spring 2012, Role: Co-‐Instructor with<br />
Edward Adelson<br />
9.911. Fellowship Applications Seminar (Graduate seminar), Department of Brain and Cognitive Sciences<br />
Semester taught: Fall 2007, 2008, 2009, 2010, Role: Co-‐instructor with Ki Goosens<br />
9.915. <strong>Computational</strong> <strong>Visual</strong> <strong>Cognition</strong> (Graduate seminar), Department of Brain and Cognitive Sciences<br />
Semester taught: Fall 2008, Role: Sole instructor<br />
9.915. Scene Understanding (Graduate seminar), Department of Brain and Cognitive Sciences, Semester<br />
taught: Fall 2006, 2007, Role: Sole instructor<br />
9.94. Recognizing Real-‐world Scenes (IAP class), Department of Brain and Cognitive Sciences, Semester<br />
taught: January 2005, Role: Sole instructor<br />
9.357. Special Topics in Vision: Texture and Image Statistics (Graduate seminar), Department of Brain and<br />
Cognitive Sciences, Semester taught: Fall 2004, Role: Co-‐ instructor with Edward Adelson<br />
Service<br />
Internal service<br />
Department of Brain and Cognitive Sciences, <strong>Computational</strong> <strong>Cognition</strong> faculty search committee, 2010<br />
Department of Brain and Cognitive Sciences, Graduate admission co-‐head (with James DiCarlo), Multi-‐<br />
disciplinary section, 2010-‐2011<br />
Department of Brain and Cognitive Sciences, Chair of the sub-‐committee of Undergraduate <strong>Curriculum</strong>,<br />
2008-‐2011<br />
Department of Brain and Cognitive Sciences, Cognitive faculty search committee, 2004-‐2009<br />
Department of Brain and Cognitive Sciences, Presentation at the PARENTS week-‐end, 2008<br />
Department of Brain and Cognitive Sciences, Undergraduate Advising/Mentoring, 2005-‐2012<br />
MIT, Liaison Program Office, Consultations for Honda, Nissan, Toyota, SAAB, Selex, BMW, Ford, Sharp,<br />
Microsoft, Hoya Optical, Siemens, Chanel, 2004-‐current<br />
External service<br />
National Science Foundation, CRCNS sponsored Workshop: US-‐France collaboration in <strong>Computational</strong><br />
Neuroscience, Paris, November 2011. NSF-‐NIH CRCNS Grant Program created in August 2012<br />
MURI: Knowledge Representation, Reasoning and Learning for Understanding Scenes and Events,<br />
Consultant, 2010-‐2015<br />
7
July 2012 Aude Oliva, Ph.D. Principal Research Scientist, CSAIL, MIT<br />
National Science Foundation, and Army Research Office sponsored Workshop: Frontiers in Computer<br />
Vision, with A. Yuille, CSAIL 2011<br />
http://www.frontiersincomputervision.com<br />
SUnS: Scene Understanding Symposium, MIT, 2006, 2007, 2008, 2009, 2011<br />
http://suns.mit.edu<br />
Program Committee Member, Cognitive Science Society Annual Meetings, 2007, 2008<br />
Gordon Research Conference “Sensory coding and the Natural Environment”, Ciocco, Session Chair, 2008<br />
<strong>Visual</strong> Science Society Workshop: Natural Scene Understanding: Statistics, Recognition and<br />
Representation, Sarasota, with L. Fei-‐Fei, 2007<br />
Program Committee Member, International workshop on attention in cognitive systems, India, 2007<br />
Program Committee Member, International workshop on attention and performance in computational<br />
vision, San Diego, 2005<br />
Annual Workshop on Object, Perception, Attention and Memory (OPAM), 2004, 2005<br />
Journal reviewing: Attention Perception & Psychophysics, ACM Applied Perception, Brain Research,<br />
Cerebral Cortex, <strong>Cognition</strong>, Consciousness & <strong>Cognition</strong>, Cognitive Psychology, Current Biology,<br />
Experimental Psychology, Journal of Experimental Psychology: Human Perception and Performance,<br />
Journal of Cognitive Neuroscience, Journal of Experimental Psychology: Applied, Journal of Neuroscience,<br />
Journal of Vision, Memory & <strong>Cognition</strong>, Neuropsychology, IEEE Transactions on Pattern Analysis and<br />
Machine Intelligence, Perception, PloS <strong>Computational</strong> Biology, Proceedings of the National Academy of<br />
Sciences, Psychonomic Bulletin and Review, Psychological Review, Psychological Belgica, Psychological<br />
Science, Quarterly Journal of Experimental Psychology, Science, Seeing and Perceiving, Spatial Vision,<br />
<strong>Visual</strong> <strong>Cognition</strong>, Vision Research<br />
Conference reviewing. Articles: IEEE Conference in Computer Vision and Pattern Recognition (CVPR);<br />
Neural Information and Processing Systems (NIPS). Annual Conference of the Cognitive Science Society.<br />
International Conference in Computer Vision (ICCV), Siggraph. Abstracts: European Conference on <strong>Visual</strong><br />
Perception, <strong>Visual</strong> Science Society Meeting, Cosyne<br />
Grant reviewing: National Science Foundation (Computer Vision, <strong>Computational</strong> Neuroscience, Social,<br />
Behavioral & Economic sciences), National Eye Institute, Research Council of Canada (SSHRC), Israel<br />
Science Foundation<br />
Book/Encyclopedia proposal reviewing: Oxford University Press, MIT Press<br />
Ph.D Students Supervised<br />
Greene, Michelle, Ph.D (NSF fellowship). A global framework for scene recognition, 2009. Current:<br />
Postdoctoral fellow, Stanford .<br />
Hidalgo-‐Sotelo, Barbara, Ph.D. (NSF fellowship). Eye movement guidance in familiar visual scenes: a role for<br />
scene specific priors in search, 2010.<br />
Konkle, Talia (NDSEG and NSF Fellowships). Neural organization of object properties in the ventral visual<br />
cortex, Current: Postdoctoral fellow, Trento, Italy<br />
Brady, Timothy (NSF fellowship). Information coding in short term visual memory, Current: Postdoctoral<br />
fellow, Harvard<br />
Isola, Phillip (NSF Fellowship). Shape and image representation (Secondary advisor; Primary: Edward<br />
Adelson), in progress.<br />
Bainbridge, Wilma (NSF and NDSEG Fellowships). Spatial representation, in progress.<br />
8
July 2012 Aude Oliva, Ph.D. Principal Research Scientist, CSAIL, MIT<br />
Postdoctoral Researchers Supervised<br />
Alvarez, George, 2005-‐2008. Assistant Professor, Department of Psychology, Harvard University<br />
Ross, Michael, 2007-‐2009. Computer Scientist, Whitehead Institute<br />
Boloix, Emmanuelle, 2007-‐2009. Postdoctoral researcher, CNRS Laboratory, Lille, France<br />
Soojin Park, 2008-‐2011. Assistant Professor, Department of Cognitive Science, John Hopkins University<br />
Invited Presentations<br />
Property-‐based representation of scene and space, Boston University, 2011<br />
<strong>Visual</strong> scene understanding, Department of Neuroscience, Brown University, 2011<br />
Property-‐based representation of scene and space, Center for Brain Science, Harvard, 2011<br />
<strong>Visual</strong> scene understanding, Department of Brain and Cognitive Sciences, MIT, 2011<br />
<strong>Visual</strong> scene understanding, The National Academies, Board on Behavioral, Cognitive, and Sensory<br />
Sciences, Washington, 2010<br />
Scene and object recognition by humans, Microsoft, New England, Cambridge, MA, 2010<br />
<strong>Visual</strong> scene understanding. Martinos Brain and <strong>Cognition</strong> Talks, Massachusetts General Hospital,<br />
Cambridge, 2010<br />
Human scene understanding, Advancing Computer Vision with Humans in the Loop (ACVHL), CVPR, San<br />
Francisco, 2010<br />
<strong>Visual</strong> scene understanding, Symposium “Looking at the Big Picture: <strong>Visual</strong> Processing of the Real World”,<br />
Association for Psychological Science, Boston, 2010<br />
Representing visual scenes with summary statistics, <strong>Visual</strong> Science Society Workshop, Naples, 2010<br />
<strong>Visual</strong> scene understanding, Psychological and Brain Sciences Department, Colloquium, John Hopkins<br />
University, 2010<br />
<strong>Visual</strong> scene understanding, National Science Foundation Workshop on Hybrid Neuro-‐Computer Vision,<br />
Columbia University, New York, 2010<br />
<strong>Visual</strong> scene understanding, CIFAR NCAP Meeting, Vancouver, 2009<br />
<strong>Visual</strong> scene understanding, Intelligence Initiative Workshop, MIT, Cambridge, 2009<br />
Holistic <strong>Visual</strong> Scene Recognition, Configural Processing Consortium 2009, Tufts University, 2009<br />
Holistic scene recognition, Center for Vision Research Conference on “Vision in 3D environments”, York,<br />
2009<br />
The fidelity and capacity of visual long term memory, Colloquium, Department of Psychology, Concordia<br />
University, 2009<br />
Remembering Thousands of Images with High Fidelity, Seminar, Department of Psychology, Yale University,<br />
2009<br />
<strong>Visual</strong> Scene Recognition, the Thirteenth International Conference on Cognitive and Neural Systems<br />
(ICCNS), Boston, 2009<br />
<strong>Visual</strong> Scene Recognition, Department of Psychology, Colloquium, University of Pennsylvania, 2009<br />
<strong>Visual</strong> Scene Recognition, Invited speaker, MIT Museum Innovation Gallery, Symposium on “Photons,<br />
Neurons & Bits: Holography for the 21 st Century”, Boston, 2009<br />
<strong>Visual</strong> Scene Recognition, Invited speaker, Fyssen Foundation, Object Recognition, Paris, 2008<br />
The fidelity and capacity of visual long term memory, Seminar, Robotics Institute, Carnegie Mellon<br />
University, Pittsburg, 2008<br />
The fidelity and capacity of visual long term memory, Colloquium Talk, Department of Psychology,<br />
Northeastern University, Boston, 2008<br />
9
July 2012 Aude Oliva, Ph.D. Principal Research Scientist, CSAIL, MIT<br />
Scene and object recognition and memory, Workshop on Category-‐Level Object Recognition, Milan, 2008<br />
The fidelity of long term visual memory, Seminar, CNRS Centre de Recherche Cerveau & <strong>Cognition</strong>,<br />
Toulouse, 2008<br />
Scene recognition and memory, Workshop on Natural Environments Tasks and Intelligence, Austin, 2008<br />
Capacity and Limits of the Human Brain, Symposium “MIT in Japan”, Tokyo, 2008<br />
Gist of a scene, The Annual Meeting of the Association for Psychological Science, Washington, 2007<br />
Building the gist of the scene from spatial envelope properties, <strong>Visual</strong> Science Society Symposium on<br />
“Natural Scene Understanding: Statistics, Recognition and Representation”, 2007<br />
Gist of a Scene, Seminar, Department of Psychology, University of California Berkeley, 2007<br />
Limits and Abilities of Human <strong>Visual</strong> Perception, Sharp Laboratories of American, WA, 2007<br />
Hybrid Images, Seminar, Department of Psychology, Harvard University, 2007<br />
Seen/unseen, Seminar, Art Exhibition “Super-‐Vision”, the Institute for Contemporary Art, Boston, 2007<br />
Perceiving and attending the visual world: the efficiency and limits of human visual perception, MIT<br />
Technology and the Corporation Conference Series, Cambridge, 2006<br />
Perception of Scene Spatial Layout and Complex <strong>Visual</strong> Displays, Joint Statistical Meeting, Seattle, 2006<br />
Subtleties of Image Manipulation, Ethics in Image Manipulation, Siggraph conference, Boston, 2006<br />
Role des primitives visuelles globales pour la reconnaissance d' object dans les scènes, CNRS Laboratory of<br />
Neurosciences fonctionnelles & pathologies, Lilles, 2006<br />
Investigating the Role of Top-‐Down Contextual Priors on Object Search in Real World Scenes, Brains &<br />
Machine Seminar Series, MIT, Cambridge, 2006<br />
Scene Understanding, Microsoft Research, Redmond, WA, 2006<br />
Recognizing the Gist of the Scene, Symposium “The role of context in recognition”, European Conference<br />
on <strong>Visual</strong> Processing (ECVP), La Coruna, 2005<br />
The gist of the scene: recognizing the visual world on the fly, Seminar, Siemens Corporate Research, Inc.<br />
Princeton, 2005<br />
The gist of the scene: recognizing the visual world on the fly, Seminar, Department of Brain and Cognitive<br />
Sciences, Rutgers University, 2005<br />
The gist of the scene: recognizing the visual world on the fly, Colloquium, Center for <strong>Visual</strong> Science,<br />
University of Rochester, 2005<br />
The gist of the scene: recognizing the visual world on the fly, Seminar, NMR, Massachusetts General<br />
Hospital, 2005<br />
The representation of visual complexity, Seminar, Department of Psychology, Harvard University, 2004<br />
Scene representation: from image statistics to semantic coding, Seminar, Department of Brain and<br />
Cognitive Sciences, MIT, 2004<br />
Scene representation: from image statistics to semantic coding, Seminar, Department of Psychology,<br />
University of Minnesota, Minneapolis, 2004<br />
Recognition of the gist of the scene from spatial envelope properties, Symposium “Natural scenes”, 44th<br />
Annual Meeting of the Psychonomics Society. 2002<br />
Spatial and spectral regularities in scene recognition, Gordon Conference: "Sensory coding and the natural<br />
environment: Probabilistic models of perception". Mt Holyoke College, 2002<br />
Scene Recognition in Scale Space, Workshop on Scene Recognition, Max-‐Planck Institute, Tubingen, 1996<br />
Recognition of semantic properties of real-‐world scenes, Seminar, Department of Computer Science and<br />
Engineering, Michigan State University, 2002<br />
The gist of the scene: A model of the spatial envelope properties of real-‐world scenes, Department of<br />
Psychology, Harvard University, 2002<br />
The gist of the scene: A model of the spatial envelope properties of real-‐world scenes, Department of<br />
Psychology, Michigan State University, 2002<br />
10
July 2012 Aude Oliva, Ph.D. Principal Research Scientist, CSAIL, MIT<br />
Representing the structure of environmental scenes: A holistic approach, Seminar, Department of<br />
psychology, University of Chicago, Chicago, 2001<br />
Representation of the Scene Semantics, Seminar, Department of Computer Science, University of Glasgow,<br />
Glasgow, 2000<br />
Scene recognition: role of spatial scale and color, Seminar, Department of Psychology, New York University,<br />
New York, 1998<br />
Scene recognition: role of spatial scale and color, Seminar, Nissan Cambridge Research Laboratory,<br />
Cambridge, 1998<br />
Tasks Constraints for Face Recognition, Seminar, Department of Psychology, University of Bern, Bern, 1998<br />
Scene Recognition: role of spatial scale and color, Seminar, Department of Psychology, Keele University,<br />
Keele, 1997<br />
Role of color for face detection in a complex background, Institute of Electronics, Information and<br />
Communication Engineers, Tokyo, 1997<br />
Selected Press Releases & Outreach<br />
Hybrid Images<br />
Scientific American Mind (Sept 2011), Oxford Dictionary of Psychology (2011), Universal Principles of<br />
Design, Lidwell et al. (2010), Mind, Special issue of Illusions (2010), Metro (Sweden, 2010), Derniere Heure<br />
(Canada: 2010); Live Magazine (UK, 2010), Wired magazine (UK, 2009; US, 2009), Scientific American (US:<br />
2008); Boston Globe (2007); Mente & Cervello (Italy, 2007), TV show Dreamvision, Nippon TV Network<br />
(Japan, 2007), Ca m’ interesse (France, 2007), Daily Star (UK, 2007), Scottish Daily Record (UK: 2007), The<br />
Camberra Times (Australia, 2007), Le Scienze (Italy, 2007), Quo (Spain, 2007), The Independent (UK, 2007),<br />
New Scientist (UK, 2007), Scientific American: Mind (US, 2006), Ca m’interesse (France, 2006)<br />
Museum Exhibition: MIT Museum of Science, Cambridge (2007 – current); the Exploratorium: the Museum<br />
of Science, Art and Human Perception, San Francisco (2003 – current); G.WIZ Science Museum, Sarasota<br />
(2007); Deutsches Museum, Munich, Germany (2002); the Scottish National Portrait Gallery, Edinburgh<br />
(1998)<br />
<strong>Visual</strong> long-‐term memory has a massive storage capacity for object details, PNAS 2008: Sensation &<br />
Perception, Wolfe et al. (2010), Discover Magazine -‐ Top 100 Science Stories of 2008 (2009), Scientific<br />
American (2009), LiveScience (2008), MIT TechTalk (2008), Video interview on sciencentral.com (aired on<br />
ABC, 2009)<br />
11