About
Discord Stateoftheart AI
GitHub

Publications

102

Cited by

26198

Svetlana Lazebnik

computer visionrecognition
University of Illinois at Urbana–Champaign

United States

Papers and Citations

1 - 50
Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
2006
Svetlana Lazebnik
Cordelia Schmid
Jean Ponce
Cited by 9242
Local features and kernels for classification of texture and object categories: A comprehensive study
2007
Cordelia Schmid
Svetlana Lazebnik
Jianguo Zhang
+1
Cited by 2447
Iterative quantization: A procrustean approach to learning binary codes for large-scale image retrieval
2012
Albert Gordo
Florent Perronnin
Yunchao Gong
+1
Cited by 2200
A sparse texture representation using local affine regions
2005
Cordelia Schmid
Jean Ponce
Svetlana Lazebnik
Cited by 1277
Multi-scale orderless pooling of deep convolutional activation features
2014
Ruiqi Guo
Yunchao Gong
Liwei Wang
+1
Cited by 1032
Locality-sensitive binary codes from shift-invariant kernels
2009
Svetlana Lazebnik
Maxim Raginsky
Cited by 694
Flickr30k entities: Collecting region-to-phrase correspondences for richer image-to-sentence models
2015
Bryan A. Plummer
Julia Hockenmaier
Liwei Wang
+3
Cited by 686
Building rome on a cloudless day
2010
Rahul Raguram
Pierre Fite-Georgel
David Gallup
+8
Cited by 611
Superparsing: scalable nonparametric image parsing with superpixels
2010
Svetlana Lazebnik
Joseph Tighe
Cited by 591
A multi-view embedding space for modeling internet images, tags, and their semantics
2014
Michael Isard
Yunchao Gong
Svetlana Lazebnik
+1
Cited by 565
Learning deep structure-preserving image-text embeddings
2016
Svetlana Lazebnik
Liwei Wang
Y Li
Cited by 471
Scene recognition and weakly supervised object localization with deformable part-based models
2011
Megha Pandey
Svetlana Lazebnik
Cited by 454
3d object modeling and recognition using local affine-invariant image descriptors and multi-view spatial constraints
2006
Fred Rothganger
Cordelia Schmid
Svetlana Lazebnik
+1
Cited by 451
Active object localization with deep reinforcement learning
2015
Svetlana Lazebnik
Juan C. Caicedo
Cited by 365
Modeling and recognition of landmark image collections using iconic scene graphs
2008
Svetlana Lazebnik
Jan-Michael Frahm
Zach Christopher
+2
Cited by 350
A sparse texture representation using affine-invariant regions
2003
Svetlana Lazebnik
Cordelia Schmid
Jean Ponce
Cited by 345
Where to buy it: Matching street clothing photos in online shops
2015
Svetlana Lazebnik
Xufeng Han
Alexander C Berg
+2
Cited by 336
Semi-local affine parts for object recognition
2004
Cordelia Schmid
Jean Ponce
Svetlana Lazebnik
Cited by 324
Packnet: Adding multiple tasks to a single network by iterative pruning
2018
Arun Mallya
Svetlana Lazebnik
Cited by 262
Supervised learning of quantizer codebooks by information loss minimization
2008
Maxim Raginsky
Svetlana Lazebnik
Cited by 253
Dataset issues in object recognition
2006
Jianguo Zhang
Antonio Torralba
Cordelia Schmid
+10
Cited by 253
Improving image-sentence embeddings using large weakly annotated photo collections
2014
Julia Hockenmaier
Liwei Wang
Yunchao Gong
+2
Cited by 249
Learning two-branch neural networks for image-text matching tasks
2018
Jing Huang
Yin Li
Svetlana Lazebnik
+3
Cited by 249
A maximum entropy framework for part-based texture and object recognition
2005
Cordelia Schmid
Svetlana Lazebnik
Jean Ponce
Cited by 244
Finding things: Image parsing with regions and per-exemplar detectors
2013
Joseph Tighe
Svetlana Lazebnik
Cited by 240
Superparsing
2013
Svetlana Lazebnik
Joseph Tighe
Cited by 225
3D object modeling and recognition using affine-invariant patches and multi-view spatial constraints
2003
Fred Rothganger
Svetlana Lazebnik
Jean Ponce
+1
Cited by 195
Learning binary codes for high-dimensional data using bilinear projections
2013
Svetlana Lazebnik
Sanjiv Kumar
Henry A. Rowley
+1
Cited by 176
Affine-invariant local descriptors and neighborhood statistics for texture recognition
2003
Jean Ponce
Svetlana Lazebnik
Cordelia Schmid
Cited by 154
Asymmetric distances for binary embeddings
2013
Albert Gordo
Yunchao Gong
Svetlana Lazebnik
+1
Cited by 147
Piggyback: Adapting a single network to multiple tasks by learning to mask weights
2018
Svetlana Lazebnik
Arun Mallya
D Davis
Cited by 135
Projective visual hulls
2007
Jean Ponce
Yasutaka Furukawa
Svetlana Lazebnik
Cited by 128
Phrase localization and visual relationship detection with comprehensive image-language cues
2017
Christopher Cervantes
Julia Hockenmaier
Svetlana Lazebnik
+2
Cited by 125
Local features and kernels for classification of texture and object categories: An in-depth study
2005
Cordelia Schmid
Svetlana Lazebnik
Jianguo Zhang
+1
Cited by 119
On computing exact visual hulls of solids bounded by smooth surfaces
2001
Svetlana Lazebnik
Jean Ponce
Edmond Boyer
Cited by 110
Scene parsing with object instances and occlusion ordering
2014
Svetlana Lazebnik
Joseph Tighe
Marc Niethammer
Cited by 109
Angular quantization-based binary codes for fast similarity search
2012
Svetlana Lazebnik
Yunchao Gong
Sanjiv Kumar
+1
Cited by 109
Diverse and accurate image description using a variational auto-encoder with an additive gaussian encoding space
2017
Alexander Schwing
Liwei Wang
Svetlana Lazebnik
Cited by 101
Learning models for actions and person-object interactions with transfer to question answering
2016
Svetlana Lazebnik
Arun Mallya
Cited by 98
Segmenting, modeling, and matching video clips containing multiple moving objects
2007
Svetlana Lazebnik
Cordelia Schmid
Fred Rothganger
+1
Cited by 97
Learning informative edge maps for indoor scene layout prediction
2015
Svetlana Lazebnik
Arun Mallya
Cited by 84
Training Deeper Convolutional Networks with Deep Supervision
2015
Chen-Yu Lee
Svetlana Lazebnik
Liwei Wang
+1
Cited by 80
Enhancing Video Summarization via Vision-Language Embedding
2017
Matthew Brown
Bryan A. Plummer
Svetlana Lazebnik
Cited by 68
Adaptive object detection using adjacency and zoom prediction
2016
Svetlana Lazebnik
Tara Javidi
Y Lu
Cited by 65
Out of the box: Reasoning with graph convolution nets for factual visual question answering
2018
Medhini Narasimhan
Alexander Schwing
Svetlana Lazebnik
Cited by 62
Computing iconic summaries of general visual concepts
2008
Rahul Raguram
Svetlana Lazebnik
Cited by 59
Spatial pyramid matching
2009
Jean Ponce
Cordelia Schmid
Svetlana Lazebnik
Cited by 56
Conditional image-text embedding networks
2018
Svetlana Lazebnik
Robinson Piramuthu
Shuai Zheng
+3
Cited by 55
Estimation of intrinsic dimensionality using high-rate vector quantization
2006
Maxim Raginsky
Svetlana Lazebnik
Cited by 51
Two can play this game: visual dialog with discriminative question generation and answering
2018
Svetlana Lazebnik
Unnat Jain
Alexander Schwing
Cited by 50