Hoiem, Derek

Indoor segmentation and support inference from rgbd images

Silberman, N., Hoiem, D., Kohli, P., & Fergus, R. (2012) · Lecture Notes in Computer Science

3D Shape Modeling and AnalysisAdvanced Neural Network Applications

Cited by 5,760

Learning without Forgetting

Li, Z., & Hoiem, D. (2018) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 4,202

Describing objects by their attributes

Farhadi, A., Endres, I., Hoiem, D., & Forsyth, D. (2009) · 2009 IEEE Conference on Computer Vision and Pattern Recognition

Advanced Image and Video Retrieval TechniquesAdvanced Neural Network Applications

Cited by 1,917

Learning Without Forgetting

Li, Z., & Hoiem, D. (2016) · Lecture Notes in Computer Science

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 659

Automatic photo pop-up

Hoiem, D., Efros, A. A., & Hebert, M. (2005) · ACM Transactions on Graphics

3D Shape Modeling and AnalysisComputer Graphics and Visualization Techniques

Cited by 616

Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion

Yin, H., Molchanov, P., Alvarez, J. M., Li, Z., Mallya, A., Hoiem, D., Jha, N. K., & Kautz, J. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Generative Adversarial Networks and Image SynthesisDomain Adaptation and Few-Shot Learning

Cited by 540

Diagnosing Error in Object Detectors

Hoiem, D., Chodpathumwan, Y., & Dai, Q. (2012) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 520

Learning CRFs Using Graph Cuts

Szummer, M., Kohli, P., & Hoiem, D. (2008) · Lecture Notes in Computer Science

Medical Image Segmentation TechniquesBayesian Modeling and Causal Inference

Cited by 243

Recovering Occlusion Boundaries from a Single Image

Hoiem, D., Stein, A. N., Efros, A. A., & Hebert, M. (2007) · 2007 IEEE 11th International Conference on Computer Vision

Advanced Vision and ImagingAdvanced Neural Network Applications

Cited by 206

Complete 3D Scene Parsing from an RGBD Image

Zou, C., Guo, R., Li, Z., & Hoiem, D. (2019) · International Journal of Computer Vision

3D Shape Modeling and AnalysisAdvanced Neural Network Applications

Cited by 31