Postdoctoral Research Fellow Computer Science and Artificial Intelligence Laboratory Dept. of Electrical Engineering and Computer Science Massachusetts Institute of Technology Office: 32-D542 32 Vassar St Cambridge, MA 02139

I am a Postdoctoral Fellow at MIT CSAIL, working 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.

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 want to 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

Exemplar-based Representations for Object Detection, Association and Beyond Tomasz Malisiewicz Carnegie Mellon University PhD Thesis, 2011. [PDF]

Undoing the Damage of Dataset Bias Aditya Khosla, Tinghui Zhou, Tomasz Malisiewicz, Alexei A. Efros, and Antonio Torralba ECCV, 2012. [PDF] [Project Page]

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]

Ensemble of Exemplar-SVMs for Object Detection and Beyond Tomasz Malisiewicz, Abhinav Gupta and Alexei A. Efros ICCV, 2011. [PDF] [Project Page + Code]

Beyond Categories: The Visual Memex Model for Reasoning About Object Relationships Tomasz Malisiewicz and Alexei A. Efros NIPS, 2009. [PDF] [Project Page]

Recognition by Association via Learning Per-exemplar Distances Tomasz Malisiewicz and Alexei A. Efros CVPR, 2008. [PDF] [Project Page + Code]

Improving Spatial Support for Objects via Multiple Segmentations Tomasz Malisiewicz and Alexei A. Efros BMVC, 2007. [PDF] [Project Page]

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]

Inverting and Visualizing Features for Object Detection Carl Vondrick, Aditya Khosla, Tomasz Malisiewicz and Antonio Torralba arXiv Technical Report, 2012. [PDF] [Project Page]

A Gaussian Approximation of Feature Space for Fast Image Similarity Michael Gharbi, Tomasz Malisiewicz, Sylvain Paris, Frédo Durand MIT CSAIL Technical Report, 2012. [PDF]

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]

Detecting Objects via Multiple Segmentations and Latent Topic Models Tomasz Malisiewicz, Jonathan Huang and Alexei A. Efros Carnegie Mellon University Tech Report, 2006. [PDF]

Fitting a Hierarchical Logistic Normal Distribution Jonathan Huang and Tomasz Malisiewicz Carnegie Mellon University Tech Report, 2006. [PDF]

Correlated Topic Model Details Jonathan Huang and Tomasz Malisiewicz Carnegie Mellon University Tech Report, 2006. [PDF]

Modeling Relativistic Muons in Electromagnetic Storage Rings via Object Oriented Techniques Tomasz Malisiewicz Brookhaven National Laboratory Technical Report, 2002. [PDF]