Soatto, S. : rechercher sur Z-Library

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1

Entropy-SGD: biasing gradient descent into wide valleys

Chaudhari, Pratik, Choromanska, Anna, Soatto, Stefano, LeCun, Yann, Baldassi, Carlo, Borgs, Christian, Chayes, Jennifer, Sagun, Levent, Zecchina, Riccardo

Journal:

Journal of Statistical Mechanics Theory and Experiment

Année:

2019

Langue:

english

Fichier:

PDF, 2.59 MB

english, 2019

2

Observing Shape from Defocused Images

Paolo Favaro, Andrea Mennucci, Stefano Soatto

Journal:

International Journal of Computer Vision

Année:

2003

Langue:

english

Fichier:

PDF, 966 KB

english, 2003

3

A Separation Principle for Control in the Age of Deep Learning

Achille, Alessandro, Soatto, Stefano

Journal:

Annual Review of Control, Robotics, and Autonomous Systems

Année:

2018

Langue:

english

Fichier:

PDF, 458 KB

english, 2018

4

Deep relaxation: partial differential equations for optimizing deep neural networks

Chaudhari, Pratik, Oberman, Adam, Osher, Stanley, Soatto, Stefano, Carlier, Guillaume

Journal:

Research in the Mathematical Sciences

Année:

2018

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2018

5

Dynamic Textures

Gianfranco Doretto, Alessandro Chiuso, Ying Nian Wu, Stefano Soatto

Journal:

International Journal of Computer Vision

Année:

2003

Langue:

english

Fichier:

PDF, 2.63 MB

english, 2003

6

The Golem Group/University of California at Los Angeles autonomous ground vehicle in the DARPA grand challenge

Richard Mason, Jim Radford, Deepak Kumar, Robert Walters, Brian Fulkerson, Eagle Jones, David Caldwell, Jason Meltzer, Yaniv Alon, Amnon Shashua, Hiroshi Hattori, Emilio Frazzoli, Stefano Soatto

Journal:

Journal of Field Robotics

Année:

2006

Langue:

english

Fichier:

PDF, 1024 KB

english, 2006

7

A geometric approach to shape from defocus

Favaro, P., Soatto, S.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2005

Langue:

english

Fichier:

PDF, 1.56 MB

english, 2005

8

A Variational Approach to Problems in Calibration of Multiple Cameras

Unal, G., Yezzi, A., Soatto, S., Slabaugh, G.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2007

Langue:

english

Fichier:

PDF, 3.00 MB

english, 2007

9

[IEEE 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Portland, OR, USA (2013.06.23-2013.06.28)] 2013 IEEE Conference on Computer Vision and Pattern Recognition - Nonlinearly Constrained MRFs: Exploring the Intrinsic Dimensions of Higher-Order Cliques

Zeng, Yun, Wang, Chaohui, Soatto, Stefano, Yau, Shing-Tung

Année:

2013

Langue:

english

Fichier:

PDF, 1.33 MB

english, 2013

10

Motion Competition: A Variational Approach to Piecewise Parametric Motion Segmentation

Daniel Cremers, Stefano Soatto

Journal:

International Journal of Computer Vision

Année:

2005

Langue:

english

Fichier:

PDF, 448 KB

english, 2005

11

Two-View Multibody Structure from Motion

René Vidal, Yi Ma, Stefano Soatto, Shankar Sastry

Journal:

International Journal of Computer Vision

Année:

2006

Langue:

english

Fichier:

PDF, 517 KB

english, 2006

12

Multi-View Stereo Reconstruction of Dense Shape and Complex Appearance

Hailin Jin, Stefano Soatto, Anthony J. Yezzi

Journal:

International Journal of Computer Vision

Année:

2005

Langue:

english

Fichier:

PDF, 10.40 MB

english, 2005

13

Kernel Density Estimation and Intrinsic Alignment for Shape Priors in Level Set Segmentation

Daniel Cremers, Stanley J. Osher, Stefano Soatto

Journal:

International Journal of Computer Vision

Année:

2006

Langue:

english

Fichier:

PDF, 482 KB

english, 2006

14

3-D Reconstruction of Shaded Objects from Multiple Images Under Unknown Illumination

Hailin Jin, Daniel Cremers, Dejun Wang, Emmanuel Prados, Anthony Yezzi, Stefano Soatto

Journal:

International Journal of Computer Vision

Année:

2008

Langue:

english

Fichier:

PDF, 600 KB

english, 2008

15

Dynamic Shape and Appearance Modeling via Moving and Deforming Layers

Jeremy D. Jackson, Anthony J. Yezzi, Stefano Soatto

Journal:

International Journal of Computer Vision

Année:

2008

Langue:

english

Fichier:

PDF, 1.28 MB

english, 2008

16

Hybrid Dynamical Models of Human Motion for the Recognition of Human Gaits

Alessandro Bissacco, Stefano Soatto

Journal:

International Journal of Computer Vision

Année:

2009

Langue:

english

Fichier:

PDF, 1.70 MB

english, 2009

17

Sparse Occlusion Detection with Optical Flow

Alper Ayvaci, Michalis Raptis, Stefano Soatto

Journal:

International Journal of Computer Vision

Année:

2012

Langue:

english

Fichier:

PDF, 1.87 MB

english, 2012

18

Recursive 3-D Visual Motion Estimation Using Subspace Constraints

Stefano Soatto, Pietro Perona

Journal:

International Journal of Computer Vision

Année:

1997

Langue:

english

Fichier:

PDF, 535 KB

english, 1997

19

Euclidean Reconstruction and Reprojection Up to Subgroups

Yi Ma, Stefano Soatto, Jana Košecká, Shankar Sastry

Journal:

International Journal of Computer Vision

Année:

2000

Langue:

english

Fichier:

PDF, 80 KB

english, 2000

20

Deformotion: Deforming Motion, Shape Average and the Joint Registration and Approximation of Structures in Images

Anthony J. Yezzi, Stefano Soatto

Journal:

International Journal of Computer Vision

Année:

2003

Langue:

english

Fichier:

PDF, 642 KB

english, 2003

21

Stereoscopic Segmentation

Anthony Yezzi, Stefano Soatto

Journal:

International Journal of Computer Vision

Année:

2003

Langue:

english

Fichier:

PDF, 697 KB

english, 2003

22

Face Verification Across Age Progression Using Discriminative Methods

Haibin Ling, Soatto, S., Ramanathan, N., Jacobs, D.W.

Journal:

IEEE Transactions on Information Forensics and Security

Année:

2010

Langue:

english

Fichier:

PDF, 1.53 MB

english, 2010

23

Reducing “Structure from Motion”: a general framework for dynamic vision. 2. Implementation and experimental assessment

Soatto, S., Perona, P.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

1998

Langue:

english

Fichier:

PDF, 788 KB

english, 1998

24

Reducing “Structure from Motion”: a general framework for dynamic vision. 1. Modeling

Soatto, S., Perona, P.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

1998

Langue:

english

Fichier:

PDF, 160 KB

english, 1998

25

Structure from motion causally integrated over time

Chiuso, A., Favaro, P., Hailin Jin, Soatto, S.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2002

Langue:

english

Fichier:

PDF, 400 KB

english, 2002

26

Integral Invariants for Shape Matching

Manay, S., Cremers, D., Byung-Woo Hong, Yezzi, A.J., Soatto, S.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2006

Langue:

english

Fichier:

PDF, 3.75 MB

english, 2006

27

Dynamic Shape and Appearance Models

Doretto, G., Soatto, S.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2006

Langue:

english

Fichier:

PDF, 1.74 MB

english, 2006

28

Classification and Recognition of Dynamical Models: The Role of Phase, Independent Components, Kernels and Optimal Transport

Bissacco, A., Chiuso, A., Soatto, S.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2007

Langue:

english

Fichier:

PDF, 1.45 MB

english, 2007

29

Shape from Defocus via Diffusion

Favaro, P., Soatto, S., Burger, M., Osher, S.J.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2008

Langue:

english

Fichier:

PDF, 2.80 MB

english, 2008

30

Detachable Object Detection: Segmentation and Depth Ordering from Short-Baseline Video

Ayvaci, Alper, Soatto, Stefano

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2012

Langue:

english

Fichier:

PDF, 2.63 MB

english, 2012

31

[IEEE 2007 IEEE 11th International Conference on Computer Vision - Rio de Janeiro, Brazil (2007.10.14-2007.10.21)] 2007 IEEE 11th International Conference on Computer Vision - A Study of Face Recognition as People Age

Ling, Haibin, Soatto, Stefano, Ramanathan, Narayanan, Jacobs, David W.

Année:

2007

Langue:

english

Fichier:

PDF, 551 KB

english, 2007

32

Motion estimation via dynamic vision

Soatto, S., Frezza, R., Perona, P.

Journal:

IEEE Transactions on Automatic Control

Année:

1996

Langue:

english

Fichier:

PDF, 2.27 MB

english, 1996

33

[IEEE Comput. Soc IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 - Hilton Head Island, SC, USA (13-15 June 2000)] Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662) - A geometric approach to blind deconvolution with application to shape from defocus

Soatto, S., Favaro, P.

Année:

2000

Langue:

english

Fichier:

PDF, 1.00 MB

english, 2000

34

Shape Matching Using Multiscale Integral Invariants

Hong, Byung-Woo, Soatto, Stefano

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2015

Langue:

english

Fichier:

PDF, 1.46 MB

english, 2015

35

[IEEE 2016 IEEE International Conference on Robotics and Automation (ICRA) - Stockholm, Sweden (2016.5.16-2016.5.21)] 2016 IEEE International Conference on Robotics and Automation (ICRA) - Intent-aware long-term prediction of pedestrian motion

Karasev, Vasiliy, Ayvaci, Alper, Heisele, Bernd, Soatto, Stefano

Année:

2016

Langue:

english

Fichier:

PDF, 2.49 MB

english, 2016

36

[IEEE 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Honolulu, HI (2017.7.21-2017.7.26)] 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Zero Shot Learning via Multi-scale Manifold Regularization

Deutsch, Shay, Kolouri, Soheil, Kim, Kyungnam, Owechko, Yuri, Soatto, Stefano

Année:

2017

Langue:

english

Fichier:

PDF, 567 KB

english, 2017

37

[IEEE 2017 51st Asilomar Conference on Signals, Systems, and Computers - Pacific Grove, CA, USA (2017.10.29-2017.11.1)] 2017 51st Asilomar Conference on Signals, Systems, and Computers - Partial differential equations for training deep neural networks

Chaudhari, Pratik, Oberman, Adam, Osher, Stanley, Soatto, Stefano, Carlier, Guillaume

Année:

2017

Langue:

english

Fichier:

PDF, 335 KB

english, 2017

38

Geo-Supervised Visual Depth Prediction

Fei, Xiaohan, Soatto, Stefano, Wong, Alex

Journal:

IEEE Robotics and Automation Letters

Année:

2019

Fichier:

PDF, 5 KB

2019

39

Entropy-SGD: biasing gradient descent into wide valleys

Chaudhari, Pratik, Choromanska, Anna, Soatto, Stefano, LeCun, Yann, Baldassi, Carlo, Borgs, Christian, Chayes, Jennifer, Sagun, Levent, Zecchina, Riccardo

Journal:

Journal of Statistical Mechanics Theory and Experiment

Année:

2019

Fichier:

PDF, 2.59 MB

2019

40

[IEEE 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Seattle, WA, USA (2020.6.13-2020.6.19)] 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - FDA: Fourier Domain Adaptation for Semantic Segmentation

Yang, Yanchao, Soatto, Stefano

Année:

2020

Fichier:

PDF, 700 KB

2020

41

[IEEE 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Seattle, WA, USA (2020.6.13-2020.6.19)] 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Phase Consistent Ecological Domain Adaptation

Yang, Yanchao, Lao, Dong, Sundaramoorthi, Ganesh, Soatto, Stefano

Année:

2020

Fichier:

PDF, 1.65 MB

2020

42

Motion from Fixation

Stefano Soatto, Pietro Perona

Journal:

Real-Time Imaging

Année:

1997

Langue:

english

Fichier:

PDF, 383 KB

english, 1997

43

Unsupervised multiphase segmentation: A recursive approach

Kangyu Ni, Byung-Woo Hong, Stefano Soatto, Tony Chan

Journal:

Computer Vision and Image Understanding

Année:

2009

Langue:

english

Fichier:

PDF, 900 KB

english, 2009

44

Region matching with missing parts

Alessandro Duci, Anthony J. Yezzi, Sanjoy K. Mitter, Stefano Soatto

Journal:

Image and Vision Computing

Année:

2006

Langue:

english

Fichier:

PDF, 223 KB

english, 2006

45

3-D Structure from Visual Motion: Modeling, Representation and Observability

Journal:

Année:

1997

Fichier:

PDF, 1.92 MB

1997

46

A semi-direct approach to structure from motion

Hailin Jin, Paolo Favaro, Stefano Soatto

Journal:

The Visual Computer

Année:

2003

Langue:

english

Fichier:

PDF, 1.00 MB

english, 2003

47

Enforcing local context into shape statistics

Byung-Woo Hong, Stefano Soatto, Luminita A. Vese

Journal:

Advances in Computational Mathematics

Année:

2009

Langue:

english

Fichier:

PDF, 1.38 MB

english, 2009

48

Harmonic Embeddings for Linear Shape Analysis

Alessandro Duci, Anthony Yezzi, Stefano Soatto, Kelvin Rocha

Journal:

Journal of Mathematical Imaging and Vision

Année:

2006

Langue:

english

Fichier:

PDF, 512 KB

english, 2006

49

Mumford-Shah on the Move: Region-Based Segmentation on

Hailin Jin, Anthony J. Yezzi, Stefano Soatto

Journal:

Journal of Mathematical Imaging and Vision

Année:

2007

Langue:

english

Fichier:

PDF, 733 KB

english, 2007

50

Direct Sparse Deblurring

Yifei Lou, Andrea L. Bertozzi, Stefano Soatto

Journal:

Journal of Mathematical Imaging and Vision

Année:

2011

Langue:

english

Fichier:

PDF, 2.70 MB

english, 2011