| 2025 | AAAI | On Local Overfitting and Forgetting in Deep Neural Networks. | Uri Stern, Tomer Yaacoby, Daphna Weinshall |
| 2024 | AAAI | United We Stand: Using Epoch-Wise Agreement of Ensembles to Combat Overfit. | Uri Stern, Daniel Shwartz, Daphna Weinshall |
| 2022 | ACL | The Grammar-Learning Trajectories of Neural Language Models. | Leshem Choshen, Guy Hacohen, Daphna Weinshall, Omri Abend |
| 2022 | ICML | Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets. | Guy Hacohen, Avihu Dekel, Daphna Weinshall |
| 2020 | ICML | Let's Agree to Agree: Neural Networks Share Classification Order on Real Datasets. | Guy Hacohen, Leshem Choshen, Daphna Weinshall |
| 2020 | ICPR | Generative Latent Implicit Conditional Optimization when Learning from Small Sample. | Idan Azuri, Daphna Weinshall |
| 2020 | ICPR | Multi-Modal Deep Clustering: Unsupervised Partitioning of Images. | Guy Shiran, Daphna Weinshall |
| 2019 | ICML | On The Power of Curriculum Learning in Training Deep Networks. | Guy Hacohen, Daphna Weinshall |
| 2018 | EMNLP | Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research. | Haim Dubossarsky, Eitan Grossman, Daphna Weinshall |
| 2018 | BSN | Topic models for automated motor analysis in schizophrenia patients. | Talia Tron, Yehezkel S. Resheff, Mikhail Bazhmin, Abraham Peled, Alexander Grinsphoon, Daphna Weinshall |
| 2018 | ICML | Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks. | Daphna Weinshall, Gad Cohen, Dan Amir |
| 2017 | CVPR | Hidden Layers in Perceptual Learning. | Gad Cohen, Daphna Weinshall |
| 2017 | EMNLP | Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models. | Haim Dubossarsky, Daphna Weinshall, Eitan Grossman |
| 2017 | ICPRAM | Optimized Linear Imputation. | Yehezkel S. Resheff, Daphna Weinshall |
| 2017 | ICPRAM | Optimal Linear Imputation with a Convergence Guarantee. | Yehezkel S. Resheff, Daphna Weinshall |
| 2015 | DSAA | Matrix factorization approach to behavioral mode analysis from acceleration data. | Yehezkel S. Resheff, Shay Rotics, Ran Nathan, Daphna Weinshall |
| 2013 | ICML | Modeling Musical Influence with Topic Models. | Uri Shalit, Daphna Weinshall, Gal Chechik |
| 2013 | ICML | LDA Topic Model with Soft Assignment of Descriptors to Words. | Daphna Weinshall, Gal Levi, Dmitri Hanukaev |
| 2013 | ICML | Hierarchical Regularization Cascade for Joint Learning. | Alon Zweig, Daphna Weinshall |
| 2011 | ICCV | Extracting foreground masks towards object recognition. | Amir Rosenfeld, Daphna Weinshall |
| 2011 | Interspeech | Monaural Azimuth Localization Using Spectral Dynamics of Speech. | Roi Kliper, Hendrik Kayser, Daphna Weinshall, Israel Nelken, Jrn Anemller |
| 2010 | ACCV | Identifying Surprising Events in Videos Using Bayesian Topic Models. | Avishai Hendel, Daphna Weinshall, Shmuel Peleg |
| 2007 | ICCV | Exploiting Object Hierarchy: Combining Models from Different Category Levels. | Alon Zweig, Daphna Weinshall |
| 2007 | ICML | Learning distance function by coding similarity. | Aharon Bar-Hillel, Daphna Weinshall |
| 2007 | ISVC | Image Classification from Small Sample, with Distance Learning and Feature Selection. | Daphna Weinshall, Lior Zamir |
| 2006 | ECCV | Motion Segmentation Using an Occlusion Detector. | Doron Feldman, Daphna Weinshall |
| 2006 | ICML | Learning a kernel function for classification with small training samples. | Tomer Hertz, Aharon Bar-Hillel, Daphna Weinshall |
| 2006 | SP | Cognitive Authentication Schemes Safe Against Spyware (Short Paper). | Daphna Weinshall |
| 2005 | CVPR | Object Class Recognition by Boosting a Part-Based Model. | Aharon Bar-Hillel, Tomer Hertz, Daphna Weinshall |
| 2005 | ICCV | Efficient Learning of Relational Object Class Models. | Aharon Bar-Hillel, Tomer Hertz, Daphna Weinshall |
| 2005 | ICCV | Realtime IBR with Omnidirectional Crossed-Slits Projection. | Doron Feldman, Daphna Weinshall |
| 2004 | CHI | Passwords you'll never forget, but can't recall. | Daphna Weinshall, Scott Kirkpatrick |
| 2004 | CVPR | Learning Distance Functions for Image Retrieval. | Tomer Hertz, Aharon Bar-Hillel, Daphna Weinshall |
| 2004 | ICML | Boosting margin based distance functions for clustering. | Tomer Hertz, Aharon Bar-Hillel, Daphna Weinshall |
| 2003 | COLT | Learning with Equivalence Constraints and the Relation to Multiclass Learning. | Aharon Bar-Hillel, Daphna Weinshall |
| 2003 | CVPR | Enhancing Image and Video Retrieval: Learning via Equivalence Constraint. | Tomer Hertz, Noam Shental, Aharon Bar-Hillel, Daphna Weinshall |
| 2003 | ICCV | On the Epipolar Geometry of the Crossed-Slits Projection. | Doron Feldman, Toms Pajdla, Daphna Weinshall |
| 2003 | ICML | Learning Distance Functions using Equivalence Relations. | Aharon Bar-Hillel, Tomer Hertz, Noam Shental, Daphna Weinshall |
| 2002 | ECCV | Adjustment Learning and Relevant Component Analysis. | Noam Shental, Tomer Hertz, Daphna Weinshall, Misha Pavel |
| 2002 | ECCV | New View Generation with a Bi-centric Camera. | Daphna Weinshall, Mi-Suen Lee, Toms Brodsk, M. Trajkovic, Doron Feldman |
| 2001 | CVPR | A Computer Vision System for On-Screen Item Selection by Finger Pointing. | Mi-Suen Lee, Daphna Weinshall, Eric Cohen-Solal |
| 2000 | CVPR | Perceptual Grouping and Segmentation by Stochastic Clustering. | Yoram Gdalyahu, Noam Shental, Daphna Weinshall |
| 1999 | CVPR | Stochastic Image Segmentation by Typical Cuts. | Yoram Gdalyahu, Daphna Weinshall, Michael Werman |
| 1998 | CVPR | Automatic Hierarchical Classification of Silhouettes of 3D Objects. | Yoram Gdalyahu, Daphna Weinshall |
| 1998 | ECCV | Flexible Syntactic Matching of Curves. | Yoram Gdalyahu, Daphna Weinshall |
| 1998 | ECCV | From Reference Frames to Reference Planes: Multi-View Parallax Geometry and Applications. | Michal Irani, P. Anandan, Daphna Weinshall |
| 1998 | ICCV | Condensing Image Databases when Retrieval is Based on Non-Metric Distances. | David W. Jacobs, Daphna Weinshall, Yoram Gdalyahu |
| 1997 | CVPR | Motion of Disturbances: Detection and Tracking of multi-Body non-Rigid Motion. | Gilad Halevy, Daphna Weinshall |
| 1996 | ECCV | Measures for Silhouettes Resemblance and Representative Silhouettes of Curved Objects. | Yoram Gdalyahu, Daphna Weinshall |
| 1996 | ECCV | Duality of Multi-Point and Multi-Frame Geometry: Fundamental Shape Matrices and Tensors. | Daphna Weinshall, Michael Werman, Amnon Shashua |
| 1996 | ECCV | Complexity of Indexing: Efficient and Learnable Large Database Indexing. | Michael Werman, Daphna Weinshall |
| 1994 | ECCV | Shape from motion algorithms: a comparative analysis of scaled orthography and perspective. | Boubakeur Boufama, Daphna Weinshall, Michael Werman |
| 1994 | ECCV | Stability and Likelihood of Views of Three Dimensional Objects. | Daphna Weinshall, Michael Werman, Naftali Tishby |
| 1994 | ECCV | Utilizing symmetry in the reconstruction of three-dimensional shape from noisy images. | Hagit Zabrodsky, Daphna Weinshall |
| 1994 | ICPR | Similarity and affine distance between 2D point sets. | Michael Werman, Daphna Weinshall |
| 1993 | CVPR | Model-based invariants for 3D vision. | Daphna Weinshall |
| 1993 | CVPR | Distance metric between 3D models and 2D images for recognition and classification. | Daphna Weinshall, Ronen Basri |
| 1993 | ICCV | 3D object recognition by indexing structural invariants from multiple views. | Rakesh Mohan, Daphna Weinshall, Ramesh R. Sarukkai |
| 1993 | ICCV | Linear and incremental acquisition of invariant shape models from image sequences. | Daphna Weinshall, Carlo Tomasi |
| 1992 | CVPR | Local shape approximation from shading. | Daphna Weinshall |
| 1990 | ICCV | Direct computation of qualitative 3D shape and motion invariants. | Daphna Weinshall |
| 1988 | CVPR | Qualitative depth from vertical and horizontal binocular disparities, in agreement with psychophysical evidence. | Daphna Weinshall |
| 1988 | ICCV | Application Of Qualitative Depth And Shape From Stereo. | Daphna Weinshall |