Tomaso Poggio

发表

A Contour-Based Moving Object Detection

Masayuki Yokoyama, Tomaso Poggio, T. Poggio, 2009 .

Method and apparatus for computer graphics based memory.

Tomaso Poggio, Roberto Brunelli, 1993 .

An Analog Model of Computation for the Ill-Posed Problems of Early Vision,

Tomaso Poggio, Christof Koch, T. Poggio, 1984 .

Learning to discount transformations as the computational goal of visual cortex

Tomaso Poggio, Joel Z. Leibo, Jim Mutch, 2011 .

Responses of Inferotemporal (IT) Neurons to Novel Wire-Objects in Monkeys Trained in an Object Recognition Task

Heinrich H. Bülthoff, Tomaso Poggio, Nikos K. Logothetis, 1993 .

Computational vision and regularization theory

Tomaso Poggio, Christof Koch, Vincent Torre, 1985, Nature.

DARPA sirategic Computing Vision Pmgmm

Tomaso Poggio, Charles C. Weems, Jon A. Webb, 1991 .

Biologically motivated computer vision : first IEEE International Workshop, BMCV 2000, Seoul, Korea, May 15-17, 2000 : proceedings

Heinrich H. Bülthoff, Tomaso Poggio, Seong-Whan Lee, 2000 .

Notes on Hierarchical Splines, DCLNs and i-theory

Tomaso Poggio, Lorenzo Rosasco, Amnon Shashua, 2015 .

Incorporating prior information in machine learning by creating virtual examples

Tomaso Poggio, Partha Niyogi, Federico Girosi, 1998, Proc. IEEE.

Body-form and body-pose recognition with a hierarchical model of the ventral stream

Tomaso Poggio, Heejung Kim, Joel Z. Leibo, 2013 .

Synthesis of Visual Modules from Examples: Learning Hyperacuity

Tomaso Poggio, Shimon Edelman, Manfred Fahle, 1991 .

I-theory on depth vs width: hierarchical function composition

Tomaso Poggio, Lorenzo Rosasco, Fabio Anselmi, 2015 .

The invariance hypothesis implies domain-specific regions in visual cortex

Tomaso Poggio, Joel Z. Leibo, Qianli Liao, 2014 .

Computing texture boundaries from images

Tomaso Poggio, Harry Voorhees, T. Poggio, 1988, Nature.

Computations in the vertebrate retina: gain enhancement, differentiation and motion discrimination

Tomaso Poggio, Christof Koch, Vincent Torre, 1986, Trends in Neurosciences.

Visual Speech Synthesis by Morphing Visemes (特集論文 NTT-MIT共同研究)

Tomaso Poggio, Tony Ezzat, Tomaso Poggio, 2000 .

Boosting a Biologically Inspired Local Descriptor for Geometry-free Face and Full Multi-view 3D Object Recognition

Tomaso Poggio, Jerry Jun Yokono, 2005 .

Faces as a "Model Category" for Visual Object Recognition

Tomaso Poggio, Cheston Tan, T. Poggio, 2013 .

Maschinen (und Künstliche Intelligenz) sehend machen

Tomaso Poggio, Anya Hurlbert, 1996 .

Supporting Online Material for Fast Readout of Object Identity from Macaque Inferior Temporal Cortex

Tomaso Poggio, Gabriel Kreiman, James J. DiCarlo, 2005 .

Computer Vision

Tomaso Poggio, 1987, Photonics West - Lasers and Applications in Science and Engineering.

Integrating vision modules with coupled MRFs

Tomaso Poggio, 1985 .

Early vision: from computational structure to algorithms and parallel hardware

Tomaso Poggio, 1986 .

Learning and disrupting invariance in visual recognition

Tomaso Poggio, Joel Z. Leibo, Leyla Isik, 2011 .

Optical flow: computational properties and networks, biological and analog

Tomaso Poggio, Vincent Torre, Woodward Yang, 1989 .

Illusions of a Parallel Motion Algorithm

Heinrich H. Bülthoff, Tomaso Poggio, J Little, 1988 .

A New Biologically Motivated Framework for Robust Object Recognition

Tomaso Poggio, Lior Wolf, Thomas Serre, 2004 .

Cooperative computation of stereo disparity

Tomaso Poggio, David Marr, D. Marr, 1988 .

Trigger Features or Fourier Analysis in Early Vision: A New Point of View

Tomaso Poggio, T. Poggio, 1982 .

Preliminary MEG decoding results

Tomaso Poggio, Joel Z. Leibo, Leyla Isik, 2012 .

Rotation Invariant Object Recognition from One Training Example

Tomaso Poggio, Jerry Jun Yokono, T. Poggio, 2004 .

A Model of the Acquisition of Object Representations in Human 3D Visual Recognition

Daphna Weinshall, Heinrich H. Bülthoff, Tomaso Poggio, 1993 .

Automated fault detection without seismic processing

Tomaso Poggio, Detlef Hohl, Mauricio Araya-Polo, 2017 .

Eccentricity Dependent Deep Neural Networks for Modeling Human Vision

Tomaso Poggio, Xavier Boix, Gemma Roig, 2017 .

Biologically Plausible Neural Circuits for Realization of Maximum Operations

Martin A. Giese, Tomaso Poggio, Angela J. Yu, 2001 .

DONALD ARTHUR GLASER: 21 SEPTEMBER 1926 - 28 FEBRUARY 2013.

Tomaso Poggio, Allegra Poggio, 2014, Proceedings of the American Philosophical Society.

Object Recognition Using Boosted Oriented Filter Based Local Descriptors

Tomaso Poggio, Jerry Jun Yokono, 2009 .

Neural Tuning Size in a Model of Primate Visual Processing Accounts for Three Key Markers of Holistic Face Processing

Tomaso Poggio, Cheston Tan, T. Poggio, 2016, PloS one.

Labeling of Surface Discontinuities through the Integration of Vision Modules

Daphna Weinshall, Tomaso Poggio, Davi Geiger, 1989, The Sixteenth Conference of Electrical and Electronics Engineers in Israel,.

Trade-Off between Object Selectivity and Tolerance in Monkey Inferotemporal Cortex

Tomaso Poggio, James J DiCarlo, Davide Zoccolan, 2007, The Journal of Neuroscience.

Feature Selection for Face Detection

Thomas Serre, Tomaso Poggio, Sayan Mukherjee, 2000 .

A Unified Framework for Regularization Networks and Support Vector Machines

Tomaso Poggio, Massimiliano Pontil, Theodoros Evgeniou, 1999 .

Learning to see

Tomaso Poggio, David Beymer, T. Poggio, 1996 .

Seeing in Parallel: the Vision Machine

James J. Little, Tomaso Poggio, Edward B. Gamble, 1988 .

10th International Workshop on High Performance Data Mining (HPDM 2008)

Vania Bogorny, Tomaso Poggio, Chiara Renso, 2008 .

From Understanding Computation to Understanding Neural Circuitry

Tomaso Poggio, David Marr, D. Marr, 1976 .

Intracellular measurements of spatial integration and the MAX operation in complex cells of the cat primary visual cortex.

Tomaso Poggio, Maximilian Riesenhuber, Ilan Lampl, 2004, Journal of neurophysiology.

Learning On-Line from a Few Examples

Tomaso Poggio, 2009 .

Differential Operators for Edge Detection

Tomaso Poggio, Vincent Torre, 1983 .

No . 067 April 4 , 2017 Theory of Deep Learning III : Generalization Properties of SGD by

Tomaso Poggio, Noah Golowich, Karthik Sridharan, 2017 .

Eye-Movements while observing "Parallel and Serial" Patterns

Heinrich H. Bülthoff, Tomaso Poggio, Gadi Geiger, 1988 .

Unsupervised learning of invariant representations with low sample complexity: the magic of sensory cortex or a new framework for machine learning?

Tomaso Poggio, Lorenzo Rosasco, Joel Z. Leibo, 2013, 1311.4158.

in vertebrate lr. a: gain e ement, dtffefe a and motion discrimlnaUon

Tomaso Poggio, Christof Koch, Vincent Torre, 1986 .

IntroductionSpecial issue: Deep learning

Tomaso Poggio, Francis Bach, T. Poggio, 2016 .

An Overview of Some Issues in the Theory of Deep Networks

Tomaso Poggio, Andrzej Banburski, T. Poggio, 2020, IEEJ Transactions on Electrical and Electronic Engineering.

Example Based Image Analysis and Synthesis

Tomaso Poggio, Amnon Shashua, David Beymer, 1993 .

Information Processing in Nerve Cells

Tomaso Poggio, Christof Koch, 1988 .

A Novel Approach to Graphics

Tomaso Poggio, Roberto Brunelli, T. Poggio, 1992 .

Computational vision and regularization theory

Tomaso Poggio, Christof Koch, Vincent Torre, 1985, Nature.

Models of object recognition

Tomaso Poggio, Shimon Edelman, 1991, Current Opinion in Neurobiology.

A project for an intelligent system: Vision and learning

Tomaso Poggio, Luigi Stringa, T. Poggio, 1992 .

Perceptual Evaluation of Video-Realistic Speech

Tomaso Poggio, Tony Ezzat, Gadi Geiger, 2003 .

Some Comments on a Recent Theory of Stereopsis

Tomaso Poggio, Tomaso Poggio, David Marr, 1980 .

A fast, invariant representation for human action in the visual system.

Tomaso Poggio, Andrea Tacchetti, Leyla Isik, 2016, Journal of neurophysiology.

The Computational Problem of Motor Control

Tomaso Poggio, B. L. Rosser, T. Poggio, 1983 .

Cooperative Physics of Y Swarms: an Emergent Behavior

Tomaso Poggio, Martino Poggio, T. Poggio, 2022 .

Generalization in vision and motor control

Tomaso Poggio, Emilio Bizzi, T. Poggio, 2004, Nature.

Modeling feature sharing between object detection and top-down attention

Thomas Serre, Tomaso Poggio, Christof Koch, 2005 .

procedural memory-based and computer-generated graphic for geraet

Tomaso Poggio, Roberto Brunelli, T. Poggio, 1993 .

Fast Readout of Object Identity from Macaque Inferior Temporal Cortex

Tomaso Poggio, Gabriel Kreiman, James J DiCarlo, 2005, Science.

Generalization and Properties of the Neural Response

Andre Wibisono, Tomaso Poggio, Lorenzo Rosasco, 2010 .

Learning complex cell invariance from natural videos: A plausibility proof

Thomas Serre, Tomaso Poggio, Timothée Masquelier, 2007 .

Analog VLSI systems for early vision processing

John L. Wyatt, Hae-Seung Lee, Tomaso Poggio, 1992, [Proceedings] 1992 IEEE International Symposium on Circuits and Systems.

Visual information: Do computers need attention?

Tomaso Poggio, Anya Hurlbert, Tomaso Poggio, 1986, Nature.

View-based Models of 3D Object Recognition and Class-specific Invariances

Tomaso Poggio, Nikos K. Logothetis, Thomas Vetter, 1994 .

Representation Learning in Sensory Cortex: A Theory

Tomaso Poggio, Fabio Anselmi, T. Poggio, 2014, IEEE Access.

Feedforward theories of visual cortex predict human performance in rapid categorization

Tomaso Poggio, Aude Oliva, Thomas Serre, 2010 .

Image Representations for Visual Learning

Tomaso Poggio, David Beymer, T. Poggio, 1996, Science.

Parallel Motion Algorithm explains Barber Pole and Motion Capture Illusion without "Tricks''

Heinrich H. Bülthoff, Tomaso Poggio, J Little, 1987 .

Object-Oriented Deep Learning

Tomaso Poggio, Tomaso Poggio, Qianli Liao, 2017 .

From primal templates to invariant recognition

Tomaso Poggio, Shimon Ullman, Joel Z. Leibo, 2010 .

Learning Functions: When Is Deep Better Than Shallow

Tomaso Poggio, Qianli Liao, Hrushikesh Mhaskar, 2016, 1603.00988.

Hierarchical Kernel Machines: The Mathematics of Learning Inspired by Visual Cortex

Tomaso Poggio, Stephen Smale, 2013 .

Theory II: Deep learning and optimization

Tomaso Poggio, Qianli Liao, 2018 .

Computation of motion by real neurons

Tomaso Poggio, Norberto M. Grzywacz, T. Poggio, 1990 .

Trainable Videorealistic Speech Animation

Tomaso Poggio, Tony Ezzat, Gadi Geiger, 2004, FGR.

Hierarchical Classification and Feature Reduction for Fast Face Detection

Thomas Serre, Tomaso Poggio, Bernd Heisele, 2005 .

Biologically motivated computer vision : Second International Workshop, BMCV 2002, Tübingen, Germany, November 22-24, 2002 : proceedings

Heinrich H. Bülthoff, Tomaso Poggio, Christian Wallraven, 2002 .

Human Document Classification Using Bags of Words

Tomaso Poggio, Pawan Sinha, Florian Wolf, 2006 .

Parallel Algorithms for Computer Vision.

Tomaso Poggio, 1987 .

Human-like Learning: A Research Proposal

Tomaso Poggio, Qianli Liao, 2017 .

A Theory of Human Stereo Vision

Tomaso Poggio, David Marr, D. Marr, 1977 .

Automated home-cage behavioural phenotyping of mice.

Thomas Serre, Tomaso Poggio, Jim Mutch, 2010, Nature communications.

Classical generalization bounds are surprisingly tight for Deep Networks

Tomaso Poggio, Brando Miranda, Qianli Liao, 2018 .

Adaptive Man-Machine Interfaces MIT9904-15

Tomaso Poggio, 2001 .

On the Human Visual System Invariance to Translation and Scale

Tomaso Poggio, Gadi Geiger, Gemma Roig, 2017 .

Theory I: Deep networks and the curse of dimensionality

Tomaso Poggio, Qianli Liao, 2018 .

Regularization Predicts While Discovering Taxonomy

Tomaso Poggio, Lorenzo Rosasco, Youssef Mroueh, 2011 .

A feedforward architecture accounts for rapid categorization

Thomas Serre, Tomaso Poggio, Aude Oliva, 2007, Proceedings of the National Academy of Sciences.

Automatic person recognition by acoustic and geometric features

Tomaso Poggio, Roberto Brunelli, Daniele Falavigna, 1995 .

HyperBF: a powerful approximation technique for learning

Tomaso Poggio, Federico Girosi, F. Girosi, 1991 .

Properties of invariant object recognition in human one-shot learning suggests a hierarchical architecture different from deep convolutional neural networks

Tomaso Poggio, Gad Geiger, Gemma Roig, 2019 .

Sparse Representations of Multiple Signals

Tomaso Poggio, Theodoros Evgeniou, T. Poggio, 1997 .

Role of learning in three-dimensional form perception

Tomaso Poggio, Pawan Sinha, T. Poggio, 1996, Nature.

3D Object-Oriented Learning: An End-to-end Transformation-Disentangled 3D Representation

Tomaso Poggio, Qianli Liao, T. Poggio, 2017 .

A Theory of Object Recognition: Computations and Circuits in the Feedforward Path of the Ventral Stream in Primate Visual Cortex

Thomas Serre, Tomaso Poggio, Gabriel Kreiman, 2005 .

When Is Handcrafting Not a Curse

Tomaso Poggio, Qianli Liao, 2018 .

A hierarchical model of peripheral vision

Tomaso Poggio, Joel Z. Leibo, Sang Wan Lee, 2011 .