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ORCIDLihi Zelnik-Manor
Lihi Zelnik
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- affiliation: Technion Israel Institute of Technology, Haifa, Department of Electrical Engineering
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2020 – today
- 2024
[c57]Niv Nayman, Avram Golbert, Asaf Noy, Lihi Zelnik-Manor:
Diverse Imagenet Models Transfer Better. WACV 2024: 1903-1914- [i31]Anton Agafonov, Lihi Zelnik-Manor:
STMPL: Human Soft-Tissue Simulation. CoRR abs/2403.08344 (2024) - [i30]Tom Bekor, Niv Nayman, Lihi Zelnik-Manor:
FreeAugment: Data Augmentation Search Across All Degrees of Freedom. CoRR abs/2409.04820 (2024) - 2023
- [c56]Yair Herbst
, Alon Wolf, Lihi Zelnik-Manor:
HUGO, a High-Resolution Tactile Emulator for Complex Surfaces. CHI Extended Abstracts 2023: 458:1-458:4 - [c55]Yair Herbst, Alon Wolf, Lihi Zelnik-Manor:
HUGO, a High-Resolution Tactile Emulator for Complex Surfaces. CHI 2023: 746:1-746:15 - [c54]Yair Herbst, Alon Wolf, Lihi Zelnik-Manor:
Demonstrating HUGO, a High-Resolution Tactile Emulator for Complex Surfaces. UIST (Adjunct Volume) 2023: 57:1-57:4 - 2022
- [c53]Niv Nayman, Yonathan Aflalo, Asaf Noy, Lihi Zelnik-Manor:
BINAS: Bilinear Interpretable Neural Architecture Search. ACML 2022: 786-801 - [c52]Emanuel Ben Baruch, Tal Ridnik, Itamar Friedman, Avi Ben-Cohen, Nadav Zamir, Asaf Noy, Lihi Zelnik-Manor:
Multi-label Classification with Partial Annotations using Class-aware Selective Loss. CVPR 2022: 4754-4762 - [c51]Tamar Glaser, Emanuel Ben Baruch, Gilad Sharir, Nadav Zamir, Asaf Noy, Lihi Zelnik-Manor:
PETA: Photo Albums Event Recognition using Transformers Attention. ICPR 2022: 2532-2538 - [i29]Niv Nayman, Avram Golbert, Asaf Noy, Tan Ping, Lihi Zelnik-Manor:
Diverse Imagenet Models Transfer Better. CoRR abs/2204.09134 (2022) - 2021
- [c50]Tal Ridnik, Emanuel Ben Baruch, Nadav Zamir, Asaf Noy, Itamar Friedman, Matan Protter, Lihi Zelnik-Manor:
Asymmetric Loss For Multi-Label Classification. ICCV 2021: 82-91 - [c49]Avi Ben-Cohen, Nadav Zamir, Emanuel Ben Baruch, Itamar Friedman, Lihi Zelnik-Manor:
Semantic Diversity Learning for Zero-Shot Multi-label Classification. ICCV 2021: 620-630 - [c48]Niv Nayman, Yonathan Aflalo, Asaf Noy, Lihi Zelnik:
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search. ICML 2021: 7979-7990 - [c47]Tal Ridnik, Emanuel Ben Baruch, Asaf Noy, Lihi Zelnik:
ImageNet-21K Pretraining for the Masses. NeurIPS Datasets and Benchmarks 2021 - [i28]Niv Nayman, Yonathan Aflalo, Asaf Noy, Lihi Zelnik-Manor:
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search. CoRR abs/2102.11646 (2021) - [i27]Gilad Sharir, Asaf Noy, Lihi Zelnik-Manor:
An Image is Worth 16x16 Words, What is a Video Worth? CoRR abs/2103.13915 (2021) - [i26]Tal Ridnik, Emanuel Ben Baruch, Asaf Noy, Lihi Zelnik-Manor:
ImageNet-21K Pretraining for the Masses. CoRR abs/2104.10972 (2021) - [i25]Avi Ben-Cohen, Nadav Zamir, Emanuel Ben Baruch, Itamar Friedman, Lihi Zelnik-Manor:
Semantic Diversity Learning for Zero-Shot Multi-label Classification. CoRR abs/2105.05926 (2021) - [i24]Tamar Glaser, Emanuel Ben Baruch, Gilad Sharir, Nadav Zamir, Asaf Noy, Lihi Zelnik-Manor:
PETA: Photo Albums Event Recognition using Transformers Attention. CoRR abs/2109.12499 (2021) - [i23]Emanuel Ben Baruch, Tal Ridnik, Itamar Friedman, Avi Ben-Cohen, Nadav Zamir, Asaf Noy, Lihi Zelnik-Manor:
Multi-label Classification with Partial Annotations using Class-aware Selective Loss. CoRR abs/2110.10955 (2021) - [i22]Niv Nayman, Yonathan Aflalo, Asaf Noy, Rong Jin, Lihi Zelnik-Manor:
IQNAS: Interpretable Integer Quadratic Programming Neural Architecture Search. CoRR abs/2110.12399 (2021) - 2020
- [c46]Asaf Noy, Niv Nayman, Tal Ridnik, Nadav Zamir, Sivan Doveh, Itamar Friedman, Raja Giryes, Lihi Zelnik:
ASAP: Architecture Search, Anneal and Prune. AISTATS 2020: 493-503 - [c45]Amir Markovitz, Gilad Sharir, Itamar Friedman, Lihi Zelnik-Manor, Shai Avidan:
Graph Embedded Pose Clustering for Anomaly Detection. CVPR 2020: 10536-10544 - [c44]Hussam Lawen, Avi Ben-Cohen, Matan Protter, Itamar Friedman, Lihi Zelnik-Manor:
Compact Network Training for Person ReID. ICMR 2020: 164-171 - [i21]Yonathan Aflalo, Asaf Noy, Ming Lin, Itamar Friedman, Lihi Zelnik-Manor:
Knapsack Pruning with Inner Distillation. CoRR abs/2002.08258 (2020) - [i20]Emanuel Ben Baruch, Tal Ridnik, Nadav Zamir, Asaf Noy, Itamar Friedman, Matan Protter, Lihi Zelnik-Manor:
Asymmetric Loss For Multi-Label Classification. CoRR abs/2009.14119 (2020)
2010 – 2019
- 2019
- [j16]Nadav Yehonatan Arbel, Ayellet Tal, Lihi Zelnik-Manor:
Partial correspondence of 3D shapes using properties of the nearest-neighbor field. Comput. Graph. 82: 183-192 (2019) - [j15]Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor:
Saliency driven image manipulation. Mach. Vis. Appl. 30(2): 189-202 (2019) - [c43]Shay Perera, Ayellet Tal, Lihi Zelnik-Manor:
Is Image Memorability Prediction Solved? CVPR Workshops 2019: 800-808 - [c42]Firas Shama, Roey Mechrez, Alon Shoshan, Lihi Zelnik-Manor:
Adversarial Feedback Loop. ICCV 2019: 3204-3213 - [c41]Alon Shoshan, Roey Mechrez, Lihi Zelnik-Manor:
Dynamic-Net: Tuning the Objective Without Re-Training for Synthesis Tasks. ICCV 2019: 3214-3222 - [c40]Niv Nayman, Asaf Noy, Tal Ridnik, Itamar Friedman, Rong Jin, Lihi Zelnik-Manor:
XNAS: Neural Architecture Search with Expert Advice. NeurIPS 2019: 1975-1985 - [i19]Shay Perera, Ayellet Tal, Lihi Zelnik-Manor:
Is Image Memorability Prediction Solved? CoRR abs/1901.11420 (2019) - [i18]Asaf Noy, Niv Nayman, Tal Ridnik, Nadav Zamir, Sivan Doveh, Itamar Friedman, Raja Giryes, Lihi Zelnik-Manor:
ASAP: Architecture Search, Anneal and Prune. CoRR abs/1904.04123 (2019) - [i17]Niv Nayman, Asaf Noy, Tal Ridnik, Itamar Friedman, Rong Jin, Lihi Zelnik-Manor:
XNAS: Neural Architecture Search with Expert Advice. CoRR abs/1906.08031 (2019) - [i16]Hussam Lawen, Avi Ben-Cohen, Matan Protter, Itamar Friedman, Lihi Zelnik-Manor:
Attention Network Robustification for Person ReID. CoRR abs/1910.07038 (2019) - [i15]Amir Markovitz, Gilad Sharir, Itamar Friedman, Lihi Zelnik-Manor, Shai Avidan:
Graph Embedded Pose Clustering for Anomaly Detection. CoRR abs/1912.11850 (2019) - 2018
- [c39]Roey Mechrez, Itamar Talmi, Firas Shama, Lihi Zelnik-Manor:
Maintaining Natural Image Statistics with the Contextual Loss. ACCV (3) 2018: 427-443 - [c38]Tal Tlusty, Tomer Michaeli, Tali Dekel, Lihi Zelnik-Manor:
Modifying Non-Local Variations Across Multiple Views. CVPR 2018: 6276-6285 - [c37]Yochai Blau, Roey Mechrez, Radu Timofte, Tomer Michaeli, Lihi Zelnik-Manor:
The 2018 PIRM Challenge on Perceptual Image Super-Resolution. ECCV Workshops (5) 2018: 334-355 - [c36]Roey Mechrez, Itamar Talmi, Lihi Zelnik-Manor:
The Contextual Loss for Image Transformation with Non-aligned Data. ECCV (14) 2018: 800-815 - [c35]Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor:
Saliency Driven Image Manipulation. WACV 2018: 1368-1376 - [i14]Roey Mechrez, Itamar Talmi, Lihi Zelnik-Manor:
The Contextual Loss for Image Transformation with Non-Aligned Data. CoRR abs/1803.02077 (2018) - [i13]Roey Mechrez, Itamar Talmi, Firas Shama, Lihi Zelnik-Manor:
Learning to Maintain Natural Image Statistics. CoRR abs/1803.04626 (2018) - [i12]Yochai Blau, Roey Mechrez, Radu Timofte, Tomer Michaeli, Lihi Zelnik-Manor:
2018 PIRM Challenge on Perceptual Image Super-resolution. CoRR abs/1809.07517 (2018) - [i11]Firas Shama, Roey Mechrez, Alon Shoshan, Lihi Zelnik-Manor:
Adversarial Feedback Loop. CoRR abs/1811.08126 (2018) - [i10]Alon Shoshan, Roey Mechrez, Lihi Zelnik-Manor:
Dynamic-Net: Tuning the Objective Without Re-training. CoRR abs/1811.08760 (2018) - 2017
- [j14]Tal Hassner, Shay Filosof, Viki Mayzels, Lihi Zelnik-Manor:
SIFTing Through Scales. IEEE Trans. Pattern Anal. Mach. Intell. 39(7): 1431-1443 (2017) - [c34]Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor:
Photorealistic Style Transfer with Screened Poisson Equation. BMVC 2017 - [c33]Itamar Talmi, Roey Mechrez, Lihi Zelnik-Manor:
Template Matching with Deformable Diversity Similarity. CVPR 2017: 1311-1319 - [i9]Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor:
Photorealistic Style Transfer with Screened Poisson Equation. CoRR abs/1709.09828 (2017) - 2016
- [i8]Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor:
Saliency Driven Image Manipulation. CoRR abs/1612.02184 (2016) - [i7]Itamar Talmi, Roey Mechrez, Lihi Zelnik-Manor:
Template Matching with Deformable Diversity Similarity. CoRR abs/1612.02190 (2016) - 2015
- [c32]Nir Ben-Zrihem, Lihi Zelnik-Manor:
Approximate nearest neighbor fields in video. CVPR 2015: 5233-5242 - [c31]Daniel Glasner, Pascal Fua, Todd E. Zickler, Lihi Zelnik-Manor:
Hot or Not: Exploring Correlations between Appearance and Temperature. ICCV 2015: 3997-4005 - [i6]Nir Ben-Zrihem, Lihi Zelnik-Manor:
Approximate Nearest Neighbor Fields in Video. CoRR abs/1508.07953 (2015) - 2014
- [c30]Ran Margolin, Lihi Zelnik-Manor, Ayellet Tal:
How to Evaluate Foreground Maps. CVPR 2014: 248-255 - [c29]Ran Margolin, Lihi Zelnik-Manor, Ayellet Tal:
OTC: A Novel Local Descriptor for Scene Classification. ECCV (7) 2014: 377-391 - 2013
- [j13]Ran Margolin, Lihi Zelnik-Manor, Ayellet Tal:
Saliency for image manipulation. Vis. Comput. 29(5): 381-392 (2013) - [c28]Ran Margolin, Ayellet Tal, Lihi Zelnik-Manor:
What Makes a Patch Distinct? CVPR 2013: 1139-1146 - [c27]Dmitry Rudoy, Dan B. Goldman, Eli Shechtman, Lihi Zelnik-Manor:
Learning Video Saliency from Human Gaze Using Candidate Selection. CVPR 2013: 1147-1154 - [c26]Alexandra Gilinsky, Lihi Zelnik-Manor:
SIFTpack: A Compact Representation for Efficient SIFT Matching. ICCV 2013: 777-784 - [c25]Dmitry Rudoy, Lihi Zelnik-Manor:
Video inlays: a system for user-friendly matchmove. VRST 2013: 219-222 - 2012
- [j12]Dmitry Rudoy, Lihi Zelnik-Manor:
Viewpoint Selection for Human Actions. Int. J. Comput. Vis. 97(3): 243-254 (2012) - [j11]Marco Andreetto, Lihi Zelnik-Manor, Pietro Perona:
Unsupervised Learning of Categorical Segments in Image Collections. IEEE Trans. Pattern Anal. Mach. Intell. 34(9): 1842-1855 (2012) - [j10]Stas Goferman, Lihi Zelnik-Manor, Ayellet Tal:
Context-Aware Saliency Detection. IEEE Trans. Pattern Anal. Mach. Intell. 34(10): 1915-1926 (2012) - [j9]Lihi Zelnik-Manor, Kevin Rosenblum, Yonina C. Eldar:
Dictionary Optimization for Block-Sparse Representations. IEEE Trans. Signal Process. 60(5): 2386-2395 (2012) - [c24]Itamar Friedman, Lihi Zelnik-Manor:
Icon scanning: Towards next generation QR codes. CVPR 2012: 1130-1137 - [c23]Tal Hassner, Viki Mayzels, Lihi Zelnik-Manor:
On SIFTs and their scales. CVPR 2012: 1522-1528 - [i5]Dmitry Rudoy, Dan B. Goldman, Eli Shechtman, Lihi Zelnik-Manor:
Crowdsourcing Gaze Data Collection. CoRR abs/1204.3367 (2012) - 2011
- [j8]Ronen Basri, Tal Hassner, Lihi Zelnik-Manor:
Approximate Nearest Subspace Search. IEEE Trans. Pattern Anal. Mach. Intell. 33(2): 266-278 (2011) - [j7]Lihi Zelnik-Manor, Kevin Rosenblum, Yonina C. Eldar:
Sensing Matrix Optimization for Block-Sparse Decoding. IEEE Trans. Signal Process. 59(9): 4300-4312 (2011) - [c22]Lihi Zelnik-Manor, Itamar Friedman:
"Dancing icons" detection. ICCV Workshops 2011: 110-111 - [c21]Tamar Glaser, Lihi Zelnik-Manor:
Incorporating temporal context in Bag-of-Words models. ICCV Workshops 2011: 1562-1569 - [e2]Daniel Cremers, Marcus A. Magnor, Martin R. Oswald, Lihi Zelnik-Manor:
Video Processing and Computational Video - International Seminar, Dagstuhl Castle, Germany, October 10-15, 2010. Revised Papers. Lecture Notes in Computer Science 7082, Springer 2011, ISBN 978-3-642-24869-6 [contents] - 2010
- [j6]Stas Goferman, Ayellet Tal, Lihi Zelnik-Manor:
Puzzle-like Collage. Comput. Graph. Forum 29(2): 459-468 (2010) - [c20]Kevin Rosenblum, Lihi Zelnik-Manor, Yonina C. Eldar:
Dictionary Optimization for Block-Sparse Representations. AAAI Fall Symposium: Manifold Learning and Its Applications 2010 - [c19]Dmitry Rudoy, Lihi Zelnik-Manor:
Posing to the Camera: Automatic Viewpoint Selection for Human Actions. ACCV (4) 2010: 307-320 - [c18]Stas Goferman, Lihi Zelnik-Manor, Ayellet Tal:
Context-aware saliency detection. CVPR 2010: 2376-2383 - [c17]Bharath Hariharan, Lihi Zelnik-Manor, S. V. N. Vishwanathan, Manik Varma:
Large Scale Max-Margin Multi-Label Classification with Priors. ICML 2010: 423-430 - [e1]Daniel Cremers, Marcus A. Magnor, Lihi Zelnik-Manor:
Computational Video, 10.10. - 15.10.2010. Dagstuhl Seminar Proceedings 10411, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Germany 2010 [contents] - [i4]Daniel Cremers, Marcus A. Magnor, Lihi Zelnik-Manor:
10411 Abstracts Collection - Computational Video. Computational Video 2010 - [i3]Daniel Cremers, Marcus A. Magnor, Lihi Zelnik-Manor:
10411 Executive Summary - Computational Video. Computational Video 2010 - [i2]Kevin Rosenblum, Lihi Zelnik-Manor, Yonina C. Eldar:
Dictionary Optimization for Block-Sparse Representations. CoRR abs/1005.0202 (2010) - [i1]Kevin Rosenblum, Lihi Zelnik-Manor, Yonina C. Eldar:
Sensing Matrix Optimization for Block-Sparse Decoding. CoRR abs/1009.1533 (2010)
2000 – 2009
- 2009
- [c16]Ronen Basri, Tal Hassner, Lihi Zelnik-Manor:
A general framework for Approximate Nearest Subspace search. ICCV Workshops 2009: 109-116 - 2008
- [c15]Marco Andreetto, Lihi Zelnik-Manor, Pietro Perona:
Unsupervised learning of categorical segments in image collections. CVPR Workshops 2008: 1-8 - [c14]Sara Zanetti, Lihi Zelnik-Manor, Pietro Perona:
A walk through the web's video clips. CVPR Workshops 2008: 1-8 - 2007
- [c13]Ronen Basri, Tal Hassner, Lihi Zelnik-Manor:
Approximate Nearest Subspace Search with Applications to Pattern Recognition. CVPR 2007 - [c12]Marco Andreetto, Lihi Zelnik-Manor, Pietro Perona:
Non-Parametric Probabilistic Image Segmentation. ICCV 2007: 1-8 - [c11]Lihi Zelnik-Manor, Pietro Perona:
Automating joiners. NPAR 2007: 121-131 - 2006
- [j5]Lihi Zelnik-Manor, Michal Irani:
On Single-Sequence and Multi-Sequence Factorizations. Int. J. Comput. Vis. 67(3): 313-326 (2006) - [j4]Lihi Zelnik-Manor, Moshe Machline, Michal Irani:
Multi-body Factorization with Uncertainty: Revisiting Motion Consistency. Int. J. Comput. Vis. 68(1): 27-41 (2006) - [j3]Lihi Zelnik-Manor, Michal Irani:
Statistical Analysis of Dynamic Actions. IEEE Trans. Pattern Anal. Mach. Intell. 28(9): 1530-1535 (2006) - 2005
- [c10]Sameer Agarwal, Jongwoo Lim, Lihi Zelnik-Manor, Pietro Perona, David J. Kriegman, Serge J. Belongie:
Beyond Pairwise Clustering. CVPR (2) 2005: 838-845 - [c9]Claudio Fanti, Lihi Zelnik-Manor, Pietro Perona:
Hybrid Models for Human Motion Recognition. CVPR (1) 2005: 1166-1173 - [c8]Lihi Zelnik-Manor, Gabriele Peters, Pietro Perona:
Squaring the Circles in Panoramas. ICCV 2005: 1292-1299 - [c7]Tal Hassner, Lihi Zelnik-Manor, George Leifman, Ronen Basri:
Minimal-Cut Model Composition. SMI 2005: 72-81 - 2004
- [c6]Lihi Zelnik-Manor, Michal Irani:
Temporal Factorization vs. Spatial Factorization. ECCV (2) 2004: 434-445 - [c5]Lihi Zelnik-Manor, Pietro Perona:
Self-Tuning Spectral Clustering. NIPS 2004: 1601-1608 - 2003
- [c4]Lihi Zelnik-Manor, Michal Irani:
Degeneracies, Dependencies and their Implications in Multi-body and Multi-Sequence Factorizations. CVPR (2) 2003: 287-293 - 2002
- [j2]Lihi Zelnik-Manor, Michal Irani:
Multiview Constraints on Homographies. IEEE Trans. Pattern Anal. Mach. Intell. 24(2): 214-223 (2002) - 2001
- [c3]Lihi Zelnik-Manor, Michal Irani:
Event-Based Analysis of Video. CVPR (2) 2001: 123-130 - 2000
- [j1]Lihi Zelnik-Manor, Michal Irani:
Multi-Frame Estimation of Planar Motion. IEEE Trans. Pattern Anal. Mach. Intell. 22(10): 1105-1116 (2000)
1990 – 1999
- 1999
- [c2]Lihi Zelnik-Manor, Michal Irani:
Multi-Frame Alignment of Planes. CVPR 1999: 1151-1156 - [c1]Lihi Zelnik-Manor, Michal Irani:
Multi-View Subspace Constraints on Homographies. ICCV 1999: 710-715
Coauthor Index
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