Oliva, Aude

Learning Deep Features for Discriminative Localization

Zhou, B., Khosla, A., Lapedriza, A., Oliva, A., & Torralba, A. (2016) · 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 11,428

Places: A 10 Million Image Database for Scene Recognition

Zhou, B., Lapedriza, A., Khosla, A., Oliva, A., & Torralba, A. (2018) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Advanced Image and Video Retrieval TechniquesAdvanced Neural Network Applications

Cited by 4,042

SUN database: Large-scale scene recognition from abbey to zoo

Xiao, J., Hays, J., Ehinger, K. A., Oliva, A., & Torralba, A. (2010) · 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Advanced Image and Video Retrieval TechniquesAdvanced Neural Network Applications

Cited by 3,283

Network Dissection: Quantifying Interpretability of Deep Visual Representations

Bau, D., Zhou, B., Khosla, A., Oliva, A., & Torralba, A. (2017) · 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications

Cited by 1,389

Visual long-term memory has a massive storage capacity for object details

Brady, T. F., Konkle, T., Alvarez, G. A., & Oliva, A. (2008) · Proceedings of the National Academy of Sciences

Memory Processes and InfluencesMemory and Neural Mechanisms

Cited by 1,106

The role of context in object recognition

Oliva, A., & Torralba, A. (2007) · Trends in Cognitive Sciences

Visual perception and processing mechanismsVisual Attention and Saliency Detection

Cited by 1,063

Object Detectors Emerge in Deep Scene CNNs

Zhou, B., Khosla, A., Lapedriza, A., Oliva, A., & Torralba, A. (2014) · arXiv

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 971

A feedforward architecture accounts for rapid categorization

Serre, T., Oliva, A., & Poggio, T. (2007) · Proceedings of the National Academy of Sciences

Visual perception and processing mechanismsFace Recognition and Perception

Cited by 918

Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence

Cichy, R. M., Khosla, A., Pantazis, D., Torralba, A., & Oliva, A. (2016) · Scientific Reports

Visual perception and processing mechanismsFace Recognition and Perception

Cited by 716

From Blobs to Boundary Edges: Evidence for Time- and Spatial-Scale-Dependent Scene Recognition

Schyns, P. G., & Oliva, A. (1994) · Psychological Science

Visual perception and processing mechanismsFace Recognition and Perception

Cited by 715

Ego4D: Around the World in 3,000 Hours of Egocentric Video

Grauman, K., Westbury, A., Byrne, E., Chavis, Z., Furnari, A., Girdhar, R., Hamburger, J., Jiang, H., Liu, M., Liu, X., et al. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Human Pose and Action RecognitionContext-Aware Activity Recognition Systems

Cited by 630

Recognition of natural scenes from global properties: seeing the forest without representing the trees

GREENE, M., & OLIVA, A. (2009) · Cognitive Psychology

Visual perception and processing mechanismsCategorization, perception, and language

Cited by 467

Scene Memory Is More Detailed Than You Think: The Role of Categories in Visual Long-Term Memory

Konkle, T., Brady, T. F., Alvarez, G. A., & Oliva, A. (2010) · Psychological Science

Memory Processes and InfluencesVisual perception and processing mechanisms

Cited by 356

IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers

Pan, B., Panda, R., Jiang, Y., Wang, Z., Feris, R., & Oliva, A. (2021) · arXiv

Advanced Neural Network ApplicationsExplainable Artificial Intelligence (XAI)

Cited by 70

Emergence of Visual Center-Periphery Spatial Organization in Deep Convolutional Neural Networks

Mohsenzadeh, Y., Mullin, C., Lahner, B., & Oliva, A. (2020) · Scientific Reports

Visual perception and processing mechanismsFace Recognition and Perception

Cited by 31

Interpreting Visual Representations of Neural Networks via Network Dissection

Zhou, B., Bau, D., Oliva, A., & Torralba, A. (2018) · Journal of Vision

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications

Cited by 15