Tomasz Malisiewicz
Tomasz Malisiewicz

Postdoctoral Research Fellow
Computer Science and Artificial Intelligence Laboratory
Dept. of Electrical Engineering and Computer Science
Massachusetts Institute of Technology
My Email

Office: 32-D542
32 Vassar St
Cambridge, MA 02139

I am currently a Co-Founder at (VISION.AI, LLC). We deliver cutting-edge object detection and image recognition technology as a service. You can find more details at VMX Project: Computer Vision for Everyone @ .

MIT

From August 2011 to September 2013, I was a Postdoctoral Fellow at MIT CSAIL, where I worked with Antonio Torralba. I received a PhD in Robotics from Carnegie Mellon University in 2011, where I worked under the supervision of Alexei A. Efros.

CMU

My research is in the field of Computer Vision, and I am interested in image understanding, object recognition, segmentation, and the machine learning techniques required to tackle such problems. I build intelligent machines that can "see" and my research draws upon ideas from computer vision, machine learning, psychology, philosophy, and physics.

Curriculum Vitae –  Google Scholar Page

Research Projects and Publications:
Vondrick2012 NEW
HOGgles: Visualizing Object Detection Features
Carl Vondrick, Aditya Khosla, Tomasz Malisiewicz and Antonio Torralba
ICCV, 2013. [PDF] [Project Page][code@github]

In the Press: [ MIT News ]
ECCV2012 Undoing the Damage of Dataset Bias
Aditya Khosla, Tinghui Zhou, Tomasz Malisiewicz, Alexei A. Efros and Antonio Torralba
ECCV, 2012. [PDF] [Project Page]
Gharbi2012 A Gaussian Approximation of Feature Space for Fast Image Similarity
Michael Gharbi, Tomasz Malisiewicz, Sylvain Paris and Fr├ędo Durand
MIT CSAIL Technical Report, 2012. [PDF]
Thesis Exemplar-based Representations for Object Detection, Association and Beyond
Tomasz Malisiewicz
Carnegie Mellon University PhD Thesis, 2011. [PDF]
SA2011 Data-driven Visual Similarity for Cross-domain Image Matching
Abhinav Shrivastava, Tomasz Malisiewicz, Abhinav Gupta and Alexei A. Efros
SIGGRAPH ASIA, 2011. [PDF] [Project Page + Video + Data + Code]

In the Press: [Techcrunch, Gizmag]
ICCV11 Ensemble of Exemplar-SVMs for Object Detection and Beyond
Tomasz Malisiewicz, Abhinav Gupta and Alexei A. Efros
ICCV, 2011. [PDF] [Project Page] [code@github]
MEMEX Beyond Categories: The Visual Memex Model for Reasoning About Object Relationships
Tomasz Malisiewicz and Alexei A. Efros
NIPS, 2009. [PDF] [Project Page]
CVPR08 Recognition by Association via Learning Per-exemplar Distances
Tomasz Malisiewicz and Alexei A. Efros
CVPR, 2008. [PDF] [Project Page + Code]
MSEG Improving Spatial Support for Objects via Multiple Segmentations
Tomasz Malisiewicz and Alexei A. Efros
BMVC, 2007. [PDF] [Project Page]
LIDAR Registration of Multiple Range Scans as a Location Recognition Problem: Hypothesis Generation, Refinement, and Verification
Brad King, Tomasz Malisiewicz, Charles Stewart and Richard Radke
3DIM, 2005. [PDF]

Misc Manuscripts
ICML2012 Exemplar-SVMs for Visual Object Detection, Label Transfer and Image Retrieval
Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta and Alexei A. Efros
ICML 2012 Invited Applications Talk + Extended Abstract, 2012. [PDF]
SWORD Detecting Objects via Multiple Segmentations and Latent Topic Models
Tomasz Malisiewicz, Jonathan Huang and Alexei A. Efros
Carnegie Mellon University Tech Report, 2006. [PDF]
HLN Fitting a Hierarchical Logistic Normal Distribution
Jonathan Huang and Tomasz Malisiewicz
Carnegie Mellon University Tech Report, 2006. [PDF]
CTM Correlated Topic Model Details
Jonathan Huang and Tomasz Malisiewicz
Carnegie Mellon University Tech Report, 2006. [PDF]
CTM Modeling Relativistic Muons in Electromagnetic Storage Rings via Object Oriented Techniques
Tomasz Malisiewicz
Brookhaven National Laboratory Technical Report, 2002. [PDF]