| 2024 | EACL | Generating Benchmarks for Factuality Evaluation of Language Models. | Dor Muhlgay, Ori Ram, Inbal Magar, Yoav Levine, Nir Ratner, Yonatan Belinkov, Omri Abend, Kevin Leyton-Brown, Amnon Shashua, Yoav Shoham |
| 2024 | ICLR | Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework. | Eliya Segev, Maya Alroy, Ronen Katsir, Noam Wies, Ayana Shenhav, Yael Ben-Oren, David Zar, Oren Tadmor, Jacob Bitterman, Amnon Shashua, Tal Rosenwein |
| 2024 | ICML | Fundamental Limitations of Alignment in Large Language Models. | Yotam Wolf, Noam Wies, Oshri Avnery, Yoav Levine, Amnon Shashua |
| 2023 | ACL | Parallel Context Windows for Large Language Models. | Nir Ratner, Yoav Levine, Yonatan Belinkov, Ori Ram, Inbal Magar, Omri Abend, Ehud Karpas, Amnon Shashua, Kevin Leyton-Brown, Yoav Shoham |
| 2023 | ICLR | Sub-Task Decomposition Enables Learning in Sequence to Sequence Tasks. | Noam Wies, Yoav Levine, Amnon Shashua |
| 2022 | ICLR | The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design. | Yoav Levine, Noam Wies, Daniel Jannai, Dan Navon, Yedid Hoshen, Amnon Shashua |
| 2021 | ICML | Which transformer architecture fits my data? A vocabulary bottleneck in self-attention. | Noam Wies, Yoav Levine, Daniel Jannai, Amnon Shashua |
| 2020 | ACL | SenseBERT: Driving Some Sense into BERT. | Yoav Levine, Barak Lenz, Or Dagan, Ori Ram, Dan Padnos, Or Sharir, Shai Shalev-Shwartz, Amnon Shashua, Yoav Shoham |
| 2018 | AISTATS | Sum-Product-Quotient Networks. | Or Sharir, Amnon Shashua |
| 2018 | ICLR | Boosting Dilated Convolutional Networks with Mixed Tensor Decompositions. | Nadav Cohen, Ronen Tamari, Amnon Shashua |
| 2018 | ICLR | Benefits of Depth for Long-Term Memory of Recurrent Networks. | Yoav Levine, Or Sharir, Amnon Shashua |
| 2018 | ICLR | Deep Learning and Quantum Entanglement: Fundamental Connections with Implications to Network Design. | Yoav Levine, David Yakira, Nadav Cohen, Amnon Shashua |
| 2018 | ICLR | On the Expressive Power of Overlapping Architectures of Deep Learning. | Or Sharir, Amnon Shashua |
| 2017 | ICLR | Inductive Bias of Deep Convolutional Networks through Pooling Geometry. | Nadav Cohen, Amnon Shashua |
| 2016 | COLT | On the Expressive Power of Deep Learning: A Tensor Analysis. | Nadav Cohen, Or Sharir, Amnon Shashua |
| 2016 | CVPR | Deep SimNets. | Nadav Cohen, Or Sharir, Amnon Shashua |
| 2016 | ICML | Convolutional Rectifier Networks as Generalized Tensor Decompositions. | Nadav Cohen, Amnon Shashua |
| 2012 | UAI | Tightening Fractional Covering Upper Bounds on the Partition Function for High-Order Region Graphs. | Tamir Hazan, Jian Peng, Amnon Shashua |
| 2010 | ECCV | The Semi-explicit Shape Model for Multi-object Detection and Classification. | Simon Polak, Amnon Shashua |
| 2008 | CVPR | A Parallel Decomposition Solver for SVM: Distributed dual ascend using Fenchel Duality. | Tamir Hazan, Amit Man, Amnon Shashua |
| 2008 | CVPR | Probabilistic graph and hypergraph matching. | Ron Zass, Amnon Shashua |
| 2008 | UAI | Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies. | Tamir Hazan, Amnon Shashua |
| 2007 | ICCV | pLSA for Sparse Arrays With Tsallis Pseudo-Additive Divergence: Noise Robustness and Algorithm. | Tamir Hazan, Roee Hardoon, Amnon Shashua |
| 2007 | ICCV | Latent Model Clustering and Applications to Visual Recognition. | Simon Polak, Amnon Shashua |
| 2006 | CVPR | Off-road Path Following using Region Classification and Geometric Projection Constraints. | Yaniv Alon, Andras Ferencz, Amnon Shashua |
| 2006 | ECCV | Multi-way Clustering Using Super-Symmetric Non-negative Tensor Factorization. | Amnon Shashua, Ron Zass, Tamir Hazan |
| 2005 | CVPR | A Computer Vision System on a Chip: a case study from the automotive domain. | Gideon P. Stein, Elchanan Rushinek, Gaby Hayun, Amnon Shashua |
| 2005 | CVPR | Gene Selection via a Spectral Approach. | Lior Wolf, Amnon Shashua, Sayan Mukherjee |
| 2005 | ICCV | Sparse Image Coding Using a 3D Non-Negative Tensor Factorization. | Tamir Hazan, Simon Polak, Amnon Shashua |
| 2005 | ICCV | A Unifying Approach to Hard and Probabilistic Clustering. | Ron Zass, Amnon Shashua |
| 2005 | ICML | Non-negative tensor factorization with applications to statistics and computer vision. | Amnon Shashua, Tamir Hazan |
| 2004 | ECCV | Kernel Feature Selection with Side Data Using a Spectral Approach. | Amnon Shashua, Lior Wolf |
| 2003 | CVPR | Kernel Principal Angles for Classification Machines with Applications to Image Sequence Interpretation. | Lior Wolf, Amnon Shashua |
| 2003 | ICCV | Feature Selection for Unsupervised and Supervised Inference: the Emergence of Sparsity in a Weighted-based Approach. | Lior Wolf, Amnon Shashua |
| 2002 | ECCV | Revisiting Single-View Shape Tensors: Theory and Applications. | Anat Levin, Amnon Shashua |
| 2002 | ECCV | Principal Component Analysis over Continuous Subspaces and Intersection of Half-Spaces. | Anat Levin, Amnon Shashua |
| 2002 | ICPR | Manifold Pursuit: A New Approach to Appearance Based Recognition. | Amnon Shashua, Anat Levin, Shai Avidan |
| 2001 | CVPR | Time-varying Shape Tensors for Scenes with Multiply Moving Points. | Anat Levin, Lior Wolf, Amnon Shashua |
| 2001 | CVPR | Linear Image Coding for Regression and Classification using the Tensor-rank Principle. | Amnon Shashua, Anat Levin |
| 2001 | CVPR | Two-body Segmentation from Two Perspective Views. | Lior Wolf, Amnon Shashua |
| 2001 | ICCV | Multiple View Geometry of Non-planar Algebraic Curves. | Jeremy Yermiyahou Kaminski, Michael Fryers, Amnon Shashua, Mina Teicher |
| 2001 | ICCV | Multi-Frame Infinitesimal Motion Model for the Reconstruction of (Dynamic) Scenes with Multiple Linearly Moving Objects. | Amnon Shashua, Anat Levin |
| 2001 | ICCV | On Projection Matrices and their Applications in Computer Vision. | Lior Wolf, Amnon Shashua |
| 2001 | ICCV | Affine 3-D Reconstruction from Two Projective Images of Independently Translating Planes. | Lior Wolf, Amnon Shashua |
| 2001 | ICCV | Omni-Rig: Linear Self-Recalibration of a Rig with Varying Internal and External Parameters. | Assaf Zomet, Lior Wolf, Amnon Shashua |
| 2000 | CVPR | On the Synthesis of Dynamic Scenes from Reference Views. | Yonatan Wexler, Amnon Shashua |
| 2000 | ECCV | On Calibration and Reconstruction from Planar Curves. | Jeremy Yermiyahou Kaminski, Amnon Shashua |
| 2000 | ECCV | 3D Reconstruction from Tangent-of-Sight Measurements of a Moving Object Seen from a Moving Camera. | Dana Segal, Amnon Shashua |
| 2000 | ECCV | On the Reprojection of 3D and 2D Scenes Without Explicit Model Selection. | Amnon Shashua, Shai Avidan |
| 2000 | ECCV | Homography Tensors: On Algebraic Entities that Represent Three Views of Static or Moving Planar Points. | Amnon Shashua, Lior Wolf |
| 2000 | ECCV | On the Structure and Properties of the Quadrifocal Tensor. | Amnon Shashua, Lior Wolf |
| 2000 | ICPR | Join Tensors: On 3D-to-3D Alignment of Dynamic Sets. | Lior Wolf, Amnon Shashua, Yonatan Wexler |
| 1999 | CVPR | Trajectory Triangulation of Lines: Reconstruction of a 3D point Moving along a Line from a Monocular Image Sequence. | Shai Avidan, Amnon Shashua |
| 1999 | CVPR | The Quotient Image: Class Based Recognition and Synthesis under Varying Illumination Conditions. | Tammy Riklin-Raviv, Amnon Shashua |
| 1999 | CVPR | Q-Warping: Direct Computation of Quadratic Reference Surfaces. | Yonatan Wexler, Amnon Shashua |
| 1999 | ICCV | Trajectory Triangulation over Conic Sections. | Amnon Shashua, Shai Avidan, Michael Werman |
| 1998 | CVPR | Direct Estimation of Motion and Extended Scene Structure from a Moving Stereo Rig. | Gideon P. Stein, Amnon Shashua |
| 1998 | ECCV | Threading Fundamental Matrices. | Shai Avidan, Amnon Shashua |
| 1998 | ECCV | On Degeneracy of Linear Reconstruction from Three Views: Linear Line Complex and Applications. | Gideon P. Stein, Amnon Shashua |
| 1998 | ICCV | Ambiguity in Reconstruction from Images of Six Points. | Stephen J. Maybank, Amnon Shashua |
| 1998 | WACV | Omni-Rig sensors: what can be done with a non-rigid vision platform? | Amnon Shashua |
| 1997 | CVPR | Novel view synthesis in tensor space. | Shai Avidan, Amnon Shashua |
| 1997 | CVPR | Model-based brightness constraints: on direct estimation of structure and motion. | Gideon P. Stein, Amnon Shashua |
| 1997 | VRST | Image-based view synthesis by combining trilinear tensors and learning techniques. | Shai Avidan, Theodoros Evgeniou, Amnon Shashua, Tomaso A. Poggio |
| 1996 | CVPR | Robust Recovery of Camera Rotation from Three Frames. | Benny Rousso, Shai Avidan, Amnon Shashua, Shmuel Peleg |
| 1996 | ECCV | The Rank 4 Constraint in Multiple (>=3) View Geometry. | Amnon Shashua, Shai Avidan |
| 1996 | ECCV | Duality of Multi-Point and Multi-Frame Geometry: Fundamental Shape Matrices and Tensors. | Daphna Weinshall, Michael Werman, Amnon Shashua |
| 1995 | ACCV | Multiple-View Geometry and Photometry. | Amnon Shashua |
| 1995 | ICCV | Trilinearity of Three Perspective Views and its Associated Tensor. | Amnon Shashua, Michael Werman |
| 1995 | ICCV | The Study of 3D-from-2D Using Elimination. | Michael Werman, Amnon Shashua |
| 1994 | CVPR | Relative affine structure: theory and application to 3D reconstruction from perspective views. | Amnon Shashua, Nassir Navab |
| 1994 | ECCV | Trilinearity in Visual Recognition by Alignment. | Amnon Shashua |
| 1994 | ECCV | The Quadric Reference Surface: Applications in Registering Views of Complex 3D Objects. | Amnon Shashua, Sebastian Tlg |
| 1993 | ICCV | Projective depth: A geometric invariant for 3D reconstruction from two perspective/orthographic views and for visual recognition. | Amnon Shashua |
| 1988 | ICCV | Structural Saliency: The Detection Of Globally Salient Structures using A Locally Connected Network. | Amnon Shashua, Shimon Ullman |