Amnon Shashua - researchr alias

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Viewing Publication 1 - 100 from 105

2023

2022

The Inductive Bias of In-Context Learning: Rethinking Pretraining Example DesignYoav Levine, Noam Wies, Daniel Jannai, Dan Navon, Yedid Hoshen, Amnon Shashua. iclr 2022: [doi]

2021

Which transformer architecture fits my data? A vocabulary bottleneck in self-attentionNoam Wies, Yoav Levine, Daniel Jannai, Amnon Shashua. icml 2021: 11170-11181 [doi]

2020

2018

2017

Inductive Bias of Deep Convolutional Networks through Pooling GeometryNadav Cohen, Amnon Shashua. iclr 2017: [doi]

2016

2012

Tightening Fractional Covering Upper Bounds on the Partition Function for High-Order Region GraphsTamir Hazan, Jian Peng 0001, Amnon Shashua. uai 2012: 356-366 [doi]

2011

ShareBoost: Efficient multiclass learning with feature sharingShai Shalev-Shwartz, Yonatan Wexler, Amnon Shashua. nips 2011: 1179-1187 [doi]

2010

Norm-Product Belief Propagation: Primal-Dual Message-Passing for Approximate InferenceTamir Hazan, Amnon Shashua. TIT, 56(12):6294-6316, 2010. [doi]

The Semi-explicit Shape Model for Multi-object Detection and ClassificationSimon Polak, Amnon Shashua. eccv 2010: 336-349 [doi]

Stereo-Assist: Top-down stereo for driver assistance systemsGideon P. Stein, Yoram Gdalyahu, Amnon Shashua. ivs 2010: 723-730 [doi]

2008

Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free EnergiesTamir Hazan, Amnon Shashua. uai 2008: 264-273 [doi]

A Parallel Decomposition Solver for SVM: Distributed dual ascend using Fenchel DualityTamir Hazan, Amit Man, Amnon Shashua. cvpr 2008: [doi]

Probabilistic graph and hypergraph matchingRon Zass, Amnon Shashua. cvpr 2008: [doi]

2007

pLSA for Sparse Arrays With Tsallis Pseudo-Additive Divergence: Noise Robustness and AlgorithmTamir Hazan, Roee Hardoon, Amnon Shashua. iccv 2007: 1-8 [doi]

Latent Model Clustering and Applications to Visual RecognitionSimon Polak, Amnon Shashua. iccv 2007: 1-8 [doi]

2006

2005

2004

Multiple View Geometry of General Algebraic CurvesJeremy Yermiyahou Kaminski, Amnon Shashua. ijcv, 56(3):195-219, 2004. [doi]

Algebraic Set Kernels with Application to Inference Over Local Image RepresentationsAmnon Shashua, Tamir Hazan. nips 2004: 1257-1264 [doi]

Kernel Feature Selection with Side Data Using a Spectral ApproachAmnon Shashua, Lior Wolf. eccv 2004: 39-53 [doi]

2003

Kernel Principal Angles for Classification Machines with Applications to Image Sequence InterpretationLior Wolf, Amnon Shashua. cvpr 2003: 635-642 [doi]

Feature Selection for Unsupervised and Supervised Inference: the Emergence of Sparsity in a Weighted-based ApproachLior Wolf, Amnon Shashua. iccv 2003: 378-384 [doi]

Learning over Sets using Kernel Principal AnglesLior Wolf, Amnon Shashua. jmlr, 4:913-931, 2003. [doi]

2002

2001

Threading Fundamental MatricesShai Avidan, Amnon Shashua. pami, 23(1):73-77, 2001. [doi]

Multiple View Geometry of Non-planar Algebraic CurvesJeremy Yermiyahou Kaminski, Michael Fryers, Amnon Shashua, Mina Teicher. iccv 2001: 181-186

Time-varying Shape Tensors for Scenes with Multiply Moving PointsAnat Levin, Lior Wolf, Amnon Shashua. cvpr 2001: 623-630 [doi]

Linear Image Coding for Regression and Classification using the Tensor-rank PrincipleAmnon Shashua, Anat Levin. cvpr 2001: 42-49 [doi]

Multi-Frame Infinitesimal Motion Model for the Reconstruction of (Dynamic) Scenes with Multiple Linearly Moving ObjectsAmnon Shashua, Anat Levin. iccv 2001: 592-599

The Quotient Image: Class-Based Re-Rendering and Recognition with Varying IlluminationsAmnon Shashua, Tammy Riklin-Raviv. pami, 23(2):129-139, 2001. [doi]

Q-Warping: Direct Computation of Quadratic Reference SurfacesAmnon Shashua, Yonatan Wexler. pami, 23(8):920-925, 2001. [doi]

Two-body Segmentation from Two Perspective ViewsLior Wolf, Amnon Shashua. cvpr 2001: 263-270 [doi]

On Projection Matrices and their Applications in Computer VisionLior Wolf, Amnon Shashua. iccv 2001: 412-419

Affine 3-D Reconstruction from Two Projective Images of Independently Translating PlanesLior Wolf, Amnon Shashua. iccv 2001: 238-244

Omni-Rig: Linear Self-Recalibration of a Rig with Varying Internal and External ParametersAssaf Zomet, Lior Wolf, Amnon Shashua. iccv 2001: 135-141

2000

Trajectory Triangulation: 3D Reconstruction of Moving Points from a Monocular Image SequenceShai Avidan, Amnon Shashua. pami, 22(4):348-357, 2000. [doi]

On Calibration and Reconstruction from Planar CurvesJeremy Yermiyahou Kaminski, Amnon Shashua. eccv 2000: 678-694 [doi]

3D Reconstruction from Tangent-of-Sight Measurements of a Moving Object Seen from a Moving CameraDana Segal, Amnon Shashua. eccv 2000: 621-631 [doi]

On the Structure and Properties of the Quadrifocal TensorAmnon Shashua, Lior Wolf. eccv 2000: 710-724 [doi]

Homography Tensors: On Algebraic Entities that Represent Three Views of Static or Moving Planar PointsAmnon Shashua, Lior Wolf. eccv 2000: 507-521 [doi]

On the Reprojection of 3D and 2D Scenes Without Explicit Model SelectionAmnon Shashua, Shai Avidan. eccv 2000: 936-949 [doi]

Model-Based Brightness Constraints: On Direct Estimation of Structure and MotionGideon P. Stein, Amnon Shashua. pami, 22(9):992-1015, 2000. [doi]

On the Synthesis of Dynamic Scenes from Reference ViewsYonatan Wexler, Amnon Shashua. cvpr 2000: 1576-1581 [doi]

Join Tensors: On 3D-to-3D Alignment of Dynamic SetsLior Wolf, Amnon Shashua, Yonatan Wexler. icpr 2000: 1388-1391 [doi]

1999

Trajectory Triangulation of Lines: Reconstruction of a 3D point Moving along a Line from a Monocular Image SequenceShai Avidan, Amnon Shashua. cvpr 1999: 2062-2066 [doi]

The Quotient Image: Class Based Recognition and Synthesis under Varying Illumination ConditionsTammy Riklin-Raviv, Amnon Shashua. cvpr 1999: 2566 [doi]

On the Relationship Between the Support Vector Machine for Classification and Sparsified Fisher s Linear DiscriminantAmnon Shashua. npl, 9(2):129-139, 1999.

Trajectory Triangulation over Conic SectionsAmnon Shashua, Shai Avidan, Michael Werman. iccv 1999: 330-336 [doi]

On Degeneracy of Linear Reconstruction From Three Views: Linear Line Complex and ApplicationsGideon P. Stein, Amnon Shashua. pami, 21(3):244-251, 1999. [doi]

Q-Warping: Direct Computation of Quadratic Reference SurfacesYonatan Wexler, Amnon Shashua. cvpr 1999: 1333-1338 [doi]

1998

1997

1996

1995

Multiple-View Geometry and PhotometryAmnon Shashua. ACCV 1996: 395-404

Trilinearity of Three Perspective Views and its Associated TensorAmnon Shashua, Michael Werman. iccv 1995: 920-925 [doi]

Algebraic Functions For RecognitionAmnon Shashua. pami, 17(8):779-789, 1995. [doi]

The Study of 3D-from-2D Using EliminationMichael Werman, Amnon Shashua. iccv 1995: 473-479 [doi]

1994

The Quadric Reference Surface: Applications in Registering Views of Complex 3D ObjectsAmnon Shashua, Sebastian Toelg. eccv 1994: 407-416

Trilinearity in Visual Recognition by AlignmentAmnon Shashua. eccv 1994: 479-484

Projective Structure from Uncalibrated Images: Structure From Motion and RecognitionAmnon Shashua. pami, 16(8):778-790, 1994. [doi]

Relative affine structure: theory and application to 3D reconstruction from perspective viewsAmnon Shashua, Nassir Navab. cvpr 1994: 483-489 [doi]

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