Zeynep Akata

Interpreting Adversarial Examples with Attributes

Sadaf Gulshad, Jan Hendrik Metzen, Arnold Smeulders +1

Attentive Explanations: Justifying Decisions and Pointing to the Evidence

Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata +3

cs.NE2016

Generative Adversarial Text to Image Synthesis

Scott Reed, Zeynep Akata, Xinchen Yan +3

Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders

Edgar SchÃ¶nfeld, Sayna Ebrahimi, Samarth Sinha +2

Multi-Cue Zero-Shot Learning with Strong Supervision

Zeynep Akata, Mateusz Malinowski, Mario Fritz +1

Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract)

Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata +4

Grounding Visual Explanations (Extended Abstract)

Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell +1

Feature Generating Networks for Zero-Shot Learning

Yongqin Xian, Tobias Lorenz, Bernt Schiele +1

cs.AI2018

Multimodal Explanations: Justifying Decisions and Pointing to the Evidence

Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata +4

Grounding Visual Explanations

Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell +1

cs.CV2015

Label-Embedding for Image Classification

Zeynep Akata, Florent Perronnin, Zaid Harchaoui +1

Textual Explanations for Self-Driving Vehicles

Jinkyu Kim, Anna Rohrbach, Trevor Darrell +2

Generating Counterfactual Explanations with Natural Language

Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell +1

f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning

Yongqin Xian, Saurabh Sharma, Bernt Schiele +1

Gaze Embeddings for Zero-Shot Image Classification

Nour Karessli, Zeynep Akata, Bernt Schiele +1

stat.ML2018

Primal-Dual Wasserstein GAN

Mevlana Gemici, Zeynep Akata, Max Welling

Exploiting saliency for object segmentation from image level labels

Seong Joon Oh, Rodrigo Benenson, Anna Khoreva +3

Learning Deep Representations of Fine-grained Visual Descriptions

Scott Reed, Zeynep Akata, Bernt Schiele +1

Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts

Levent Karacan, Zeynep Akata, Aykut Erdem +1

Generating Visual Explanations

Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach +3

Latent Embeddings for Zero-shot Classification

Yongqin Xian, Zeynep Akata, Gaurav Sharma +3

Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval

Anjan Dutta, Zeynep Akata

cs.CV2015

Evaluation of Output Embeddings for Fine-Grained Image Classification

Zeynep Akata, Scott Reed, Daniel Walter +2