(Note: These are in no particular order. This list will change. Some papers are certain to be deleted, others added.)

1

Eric B. Baum. Toward a model of mind as a laissez-faire economy of idiots. Unpublished manuscript, December 1995.

2

Shumeet Baluja and Rich Caruana. Removing the genetics from the standard genetic algorithm. Technical report, Carnegie Mellon Univerisity, May 1995.

3

Daniel P. Huttenlocher, Ryan H. Lilien, and Clark F. Olson. Approximate hausdorff matching using eigenspaces. In Proceedings of the ARPA IU Workshop, pages 1181--1186, 1996.

4

Matthew Turk and Alex Pentland. Eigenfaces for recognition. Journal of Cognitive Neuroscience, 3(1):71--86, 1991.

5

Oded Maron. Statistical appearance-based object recognition. Unpublished MIT Area Exam, December 1995.

6

Rajesh P.N. Rao and Dana H. Ballard. Object indexing using an iconic sparse distributed memory. Technical Report TR-559, University of Rochester, July 1995.

7

Hiroshi Murase and Shree K. Nayar. Visual learning and recognition of 3-d objects from appearance. International Journal of Computer Vision, 14:5--24, 1995.

8

Eric J. Stollnitz, Tony D. DeRose, and David H. Salesin. Wavelets for computer graphics: A primer, parts 1 and 2. IEEE Computer Graphics and Applications, pages 76--85, May 1995.

9

Eero P. Simoncelli, William T. Freeman, Edward H. Adelson, and David J. Heeger. Shiftable multiscale transforms. IEEE Transactions on Information Theory, 38(2):587--607, March 1992.

10

Gilbert Strang. Wavelets and dilation equations: a brief introduction. SIAM Review, 31(4):614--627, December 1989.

11

G.P. Nason. Wavelet regression by cross-validation. unpublished manuscript, March 1994.

12

R.R. Coifman and D.L. Donoho. Translation-invariant de-noising. unpublished manuscript.

13

David L. Donoho. On minimum entropy segmentation. unpublished manuscript, March 1994.

14

Jonathan Buckheit and David Donoho. Wavelab and reproducible research. unpublished manuscript.

15

G.P. Nason and B.W. Silverman. The stationary wavelet transform and some statistical applications. unpublished manuscript.

16

David L. Donoho and Iain M. Johnstone. Ideal spatial adaptation by wavelet shrinkage. unpublished manuscript, April 1993.

17

Ingrid Daubechies. Time-frequency localization operators: A geometric phase space approach. IEEE Transactions on Information Theory, 34(4):605--612, July 1988.

18

Stephanie G. Mallat. A theory for multiresolution signal decomposition: The wavelet representation. IEEE Transactions of Pattern Analysis and Machine Intelligence, 11(7):674--693, July 1989.

19

Malden Victor Wickerhauser. High-resolution still picture compression. unpublished manuscript, April 1992.

20

Michael L. Hilton, Bjorn D. Jawerth, and Ayan Sengupta. Compressing still and moving images with wavelets. unpublished manuscript, April 1994.

21

Edward H. Adelson and Eero P. Simoncelli. Subband image coding with three-tap pyramids. unpublished manuscript.

22

Charles E. Jacobs, Adam Finkelstein, and David H. Salesin. Fast multiresolution image querying. In Computer Graphics Proceedings, Annual Conference, pages 277--286. SIGGRAPH, August 1995.

23

Alex P. Pentland. Surface interpolation networks. Neural Computation, 5:430--442, 1993.

24

Aluisio Pinheiro and Brani Vidakovic. Estimating the square root of a density via compactly supported wavelets. unpublished manuscript.

25

Peter N. Belhumeur, Joao P. Hespanha, and David J. Kriegman. Eigenfaces vs. fisherfaces: Recognition using class specific linear projection. In European Conference on Computer Vision, volume 1, Cambridge, U.K, 1996.

26

Brendan J. Frey, Peter Dayan, and Geoffery E. Hinton. A simple algorithm that discovers efficient perceptual codes. unpublished manuscript.

27

Anthony J. Bell and Terrence J. Sejnowski. An information-maximisation approach to blind separation and blind deconvolution. Neural Computation, 7(6):1129--1159, 1995.

28

Brendan J. Frey and Geoffery E. Hinton. Connectionist learning of continuous sigmoidal belief networks. unpublished manuscript.

29

S. Amari, A. Cichocki, and H.H. Yang. A new learning algorithm for blind signal separation. 1995.

30

Brendan J. Frey, Geoffery E. Hinton, and Peter Dayan. Does the wake-sleep algorithm produce good density estimators? Cambridge, MA, 1996. Advances in Neural Information Processing Systems 8, MIT Press.

31

Michael Kass, Andrew Witkin, and Demitri Terzopoulos. Snakes: Active contour models. International Journal of Computer Vision, pages 321--331, 1988.

32

A. Yuille, D. Cohen, and P. Hallinan. Facial feature extraction by deformable templates. Technical Report CICS-P-124, Center for Intelligent Control Systems, MIT and Harvard Robotics Laboratory, March 1989.

33

John Canny. A computational approach to edge detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI-8(6):679--698, November 1986.

34

Eero Simoncelli and Edward Adelson. Noise removal via bayesian wavelet coring. In IEEE Third Int'l Conf on Image Processing, Lausanne, Switzerland, 1996. IEEE.

35

Peter J. Burt and Edward H. Adelson. The laplacian pyramid as a compact image code. IEEE Transactions on Communications, COM-31(4):532--540, April 1983.

36

Radford M. Neal and Peter Dayan. Factor analysis using delta-rule wake-sleeping learning. Technical Report 9607, University of Toronto, July 1996.

37

Anthony J. Bell and Terrence J. Sejnowski. The 'independent components' of natural scenes are edge fliters. unpublished manuscript - submitted to Vision Research.

38

Geoffery E. Hinton, Peter Dayan, Brendan J. Frey, and Radford M. Neal. The wake-sleep algorithm for unsupervised neural networks. Science, (268):1158--1161, 1995.

39

Brendan J. Frey. Tutorial and reference manual for a binary sigmoidal stochastic Helmholtz machine simulator, 1996.

40

David J. Heeger and James R. Bergen. Pyramid-based texture analysis/synthesis. In Computer Graphics Proceedings, pages 229--238, 1995.

41

Song Chun Zhu, Yingnian Wu, and David Mumford. Filters, random fields and maximum entropy (frame): Towards a unified theory for texture modeling. Technical Report 95-02, Harvard Robotis Laboratory, 1995.

42

Song Chun Zhu and A. L. Yuille. Region competition and its analysis: A unified theory for image segmentation. Technical Report 95-07, Harvard Robotics Laboratory, 1995.

43

Baback Moghaddam and Alex Pentland. Face recognition using view-based and modular eigenspaces. Technical Report 301, MIT Media Laboratory Perceptual Computing Section, 1994.