| 2017 | ICLR | The Preimage of Rectifier Network Activities. | Stefan Carlsson, Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Kevin Smith |
| 2015 | BMVC | Spotlight the Negatives: A Generalized Discriminative Latent Model. | Hossein Azizpour, Mostafa Arefiyan, Sobhan Naderi Parizi, Stefan Carlsson |
| 2015 | CVPR | From generic to specific deep representations for visual recognition. | Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Atsuto Maki, Stefan Carlsson |
| 2014 | CVPR | CNN Features Off-the-Shelf: An Astounding Baseline for Recognition. | Ali Sharif Razavian, Hossein Azizpour, Josephine Sullivan, Stefan Carlsson |
| 2014 | ICPR | A Topological Framework for Training Latent Variable Models. | Heydar Maboudi Afkham, Carl Henrik Ek, Stefan Carlsson |
| 2014 | ICPR | Estimating Attention in Exhibitions Using Wearable Cameras. | Ali Sharif Razavian, Omid Aghazadeh, Josephine Sullivan, Stefan Carlsson |
| 2014 | ICPRAM | Initialization Framework for Latent Variable Models. | Heydar Maboudi Afkham, Carl Henrik Ek, Stefan Carlsson |
| 2014 | ICPRAM | Gradual Improvement of Image Descriptor Quality. | Heydar Maboudi Afkham, Carl Henrik Ek, Stefan Carlsson |
| 2013 | BMVC | Properties of Datasets Predict the Performance of Classifiers. | Omid Aghazadeh, Stefan Carlsson |
| 2013 | CVPR | 3D Pictorial Structures for Multiple View Articulated Pose Estimation. | Magnus Burenius, Josephine Sullivan, Stefan Carlsson |
| 2013 | ICPRAM | Qualitative Vocabulary based Descriptor. | Heydar Maboudi Afkham, Carl Henrik Ek, Stefan Carlsson |
| 2013 | IROS | Extracting essential local object characteristics for 3D object categorization. | Marianna Madry, Heydar Maboudi Afkham, Carl Henrik Ek, Stefan Carlsson, Danica Kragic |
| 2012 | CVPR | Multi view registration for novelty/background separation. | Omid Aghazadeh, Josephine Sullivan, Stefan Carlsson |
| 2012 | ECCV | Mixture Component Identification and Learning for Visual Recognition. | Omid Aghazadeh, Hossein Azizpour, Josephine Sullivan, Stefan Carlsson |
| 2012 | ICPRAM | Improving Feature Level Likelihoods using Cloud Features. | Heydar Maboudi Afkham, Stefan Carlsson, Josephine Sullivan |
| 2011 | CVPR | Novelty detection from an ego-centric perspective. | Omid Aghazadeh, Josephine Sullivan, Stefan Carlsson |
| 2011 | CVPR | Gated classifiers: Boosting under high intra-class variation. | Oscar M. Danielsson, Babak Rasolzadeh, Stefan Carlsson |
| 2010 | ACCV | Generic Object Class Detection Using Boosted Configurations of Oriented Edges. | Oscar M. Danielsson, Stefan Carlsson |
| 2009 | ICCV | Automatic learning and extraction of multi-local features. | Oscar M. Danielsson, Stefan Carlsson, Josephine Sullivan |
| 2008 | DICTA | Object Detection Using Multi-local Feature Manifolds. | Oscar M. Danielsson, Stefan Carlsson, Josephine Sullivan |
| 2008 | DICTA | Exploiting Part-Based Models and Edge Boundaries for Object Detection. | Josephine Sullivan, Oscar M. Danielsson, Stefan Carlsson |
| 2006 | CVPR | Multi-Target Tracking - Linking Identities using Bayesian Network Inference. | Peter Nillius, Josephine Sullivan, Stefan Carlsson |
| 2006 | ECCV | Tracking and Labelling of Interacting Multiple Targets. | Josephine Sullivan, Stefan Carlsson |
| 2004 | ECCV | Monocular 3D Reconstruction of Human Motion in Long Action Sequences. | Gareth Loy, Martin Eriksson, Josephine Sullivan, Stefan Carlsson |
| 2004 | ECCV | Appearance Based Qualitative Image Description for Object Class Recognition. | Johan Thureson, Stefan Carlsson |
| 2004 | ICPR | Maximizing Validity in 2D Motion Analysis. | Martin Eriksson, Stefan Carlsson |
| 2003 | CVPR | Carving Prior Manifolds Using Inequalities. | Martin Eriksson, Stefan Carlsson |
| 2002 | ECCV | Linear Multi View Reconstruction with Missing Data. | Carsten Rother, Stefan Carlsson |
| 2002 | ECCV | Recognizing and Tracking Human Action. | Josephine Sullivan, Stefan Carlsson |
| 2002 | ECCV | Combining Appearance and Topology for Wide Baseline Matching. | Dennis Tell, Stefan Carlsson |
| 2002 | ICPR | Projective Factorization of Planes and Cameras in Multiple Views. | Carsten Rother, Stefan Carlsson, Dennis Tell |
| 2001 | ICCV | Uncalibrated Motion Capture Exploiting Articulated Structure Constraints. | David Liebowitz, Stefan Carlsson |
| 2001 | ICCV | Linear Multi View Reconstruction and Camera Recovery. | Carsten Rother, Stefan Carlsson |
| 2000 | ECCV | Recognizing Walking People. | Stefan Carlsson |
| 2000 | ECCV | Wide Baseline Point Matching Using Affine Invariants Computed from Intensity Profiles. | Dennis Tell, Stefan Carlsson |
| 1998 | ECCV | Symmetry in Perspective. | Stefan Carlsson |
| 1996 | BMVC | Detecting and Tracking Linear Features Efficiently. | John C. Clarke, Stefan Carlsson, Andrew Zisserman |
| 1996 | ECCV | Combinatorial Geometry for Shape Representation and Indexing. | Stefan Carlsson |
| 1994 | ECCV | Sufficient Image Structure for 3-D Motion and Shape Estimation. | Stefan Carlsson |
| 1993 | BMVC | Relative Positioning from Model Indexing. | Stefan Carlsson |
| 1993 | ICCV | Projectively invariant decomposition and recognition of planar shapes. | Stefan Carlsson |
| 1990 | ECCV | Object detection using model based prediction and motion parallax. | Stefan Carlsson, Jan-Olof Eklundh |
| 1988 | ICCV | Information In The Geometric Structure Of Retinal Flow Fields. | Stefan Carlsson |
| 1986 | ICASSP | Contour based representation of the displacement field for motion compensated image coding. | Stefan Carlsson, Christian Reillo |