Zeynep Akata
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
90
Venues
11
Active years
2012–2025
Best venue rank
A*
Where they publish
Papers
90 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CVPR | How to Merge Your Multimodal Models Over Time? | Sebastian Dziadzio, Vishaal Udandarao, Karsten Roth, Ameya Prabhu, Zeynep Akata, Samuel Albanie, Matthias Bethge |
| 2025 | CVPR | COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training. | Sanghwan Kim, Rui Xiao, Mariana-Iuliana Georgescu, Stephan Alaniz, Zeynep Akata |
| 2025 | CVPR | Context-Aware Multimodal Pretraining. | Karsten Roth, Zeynep Akata, Dima Damen, Ivana Balazevic, Olivier J. Hnaff |
| 2025 | CVPR | FLAIR: VLM with Fine-grained Language-informed Image Representations. | Rui Xiao, Sanghwan Kim, Mariana-Iuliana Georgescu, Zeynep Akata, Stephan Alaniz |
| 2025 | ICCV | SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions. | Jessica Bader, Leander Girrbach, Stephan Alaniz, Zeynep Akata |
| 2025 | ICCV | Scalable Ranked Preference Optimization for Text-To-Image Generation. | Shyamgopal Karthik, Huseyin Coskun, Zeynep Akata, Sergey Tulyakov, Jian Ren, Anil Kag |
| 2025 | ICLR | Decoupling Angles and Strength in Low-rank Adaptation. | Massimo Bini, Leander Girrbach, Zeynep Akata |
| 2025 | ICLR | Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs). | Leander Girrbach, Stephan Alaniz, Yiran Huang, Trevor Darrell, Zeynep Akata |
| 2025 | ICLR | Disentangled Representation Learning with the Gromov-Monge Gap. | Tho Uscidda, Luca Eyring, Karsten Roth, Fabian J. Theis, Zeynep Akata, Marco Cuturi |
| 2025 | ICLR | Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences. | Shuchen Wu, Mirko Thalmann, Peter Dayan, Zeynep Akata, Eric Schulz |
| 2025 | ICML | WikiBigEdit: Understanding the Limits of Lifelong Knowledge Editing in LLMs. | Lukas Thede, Karsten Roth, Matthias Bethge, Zeynep Akata, Thomas Hartvigsen |
| 2024 | CVPR | Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models. | David Kurzendrfer, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata |
| 2024 | ECCV | Geometry Fidelity for Spherical Images. | Anders Christensen, Nooshin Mojab, Khushman Patel, Karan Ahuja, Zeynep Akata, Ole Winther, Mar Gonzlez-Franco, Andrea Colaco |
| 2024 | ECCV | EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval. | Thomas Hummel, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Zeynep Akata |
| 2024 | ECCV | DataDream: Few-Shot Guided Dataset Generation. | Jae Myung Kim, Jessica Bader, Stephan Alaniz, Cordelia Schmid, Zeynep Akata |
| 2024 | ECCV | Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models. | Nishad Singhi, Jae Myung Kim, Karsten Roth, Zeynep Akata |
| 2024 | ICLR | Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation. | Luca Eyring, Dominik Klein, Tho Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis |
| 2024 | ICLR | Vision-by-Language for Training-Free Compositional Image Retrieval. | Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata |
| 2024 | ICLR | Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model. | Karsten Roth, Lukas Thede, A. Sophia Koepke, Oriol Vinyals, Olivier J. Hnaff, Zeynep Akata |
| 2024 | ICML | ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections. | Massimo Bini, Karsten Roth, Zeynep Akata, Anna Khoreva |
| 2023 | BMVC | Video-adverb retrieval with compositional adverb-action embeddings. | Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata |
| 2023 | CVPR | The Manifold Hypothesis for Gradient-Based Explanations. | Sebastian Bordt, Uddeshya Upadhyay, Zeynep Akata, Ulrike von Luxburg |
| 2023 | CVPR | Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification. | Youngwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee |
| 2023 | CVPR | Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. | Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata |
| 2023 | ICCV | Iterative Superquadric Recomposition of 3D Objects from Multiple Views. | Stephan Alaniz, Massimiliano Mancini, Zeynep Akata |
| 2023 | ICCV | Image-free Classifier Injection for Zero-Shot Classification. | Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata |
| 2023 | ICCV | PDiscoNet: Semantically consistent part discovery for fine-grained recognition. | Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cssio Fraga Dantas, Dino Ienco, Zeynep Akata, Diego Marcos |
| 2023 | ICCV | Waffling around for Performance: Visual Classification with Random Words and Broad Concepts. | Karsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata |
| 2023 | ICCV | ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models. | Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata |
| 2023 | ICLR | Disentanglement of Correlated Factors via Hausdorff Factorized Support. | Karsten Roth, Mark Ibrahim, Zeynep Akata, Pascal Vincent, Diane Bouchacourt |
| 2023 | WACV | Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation. | Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele |
| 2023 | UAI | USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution. | Vikrant Rangnekar, Uddeshya Upadhyay, Zeynep Akata, Biplab Banerjee |
| 2022 | BMVC | Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval. | Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata, Anjan Dutta |
| 2022 | BMVC | Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment. | Yuchen Ma, Yanbei Chen, Zeynep Akata |
| 2022 | CoRL | PlanT: Explainable Planning Transformers via Object-Level Representations. | Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger |
| 2022 | CVPR | Compositional Mixture Representations for Vision and Text. | Stephan Alaniz, Marco Federici, Zeynep Akata |
| 2022 | CVPR | Probabilistic Compositional Embeddings for Multimodal Image Retrieval. | Neculai Andrei, Yanbei Chen, Zeynep Akata |
| 2022 | CVPR | Attention Consistency on Visual Corruptions for Single-Source Domain Generalization. | Ilke ugu, Massimiliano Mancini, Yanbei Chen, Zeynep Akata |
| 2022 | CVPR | KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning. | Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata |
| 2022 | CVPR | Large Loss Matters in Weakly Supervised Multi-Label Classification. | Youngwook Kim, Jae-Myung Kim, Zeynep Akata, Jungwoo Lee |
| 2022 | CVPR | Audiovisual Generalised Zero-shot Learning with Cross-modal Attention and Language. | Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata |
| 2022 | CVPR | Non-isotropy Regularization for Proxy-based Deep Metric Learning. | Karsten Roth, Oriol Vinyals, Zeynep Akata |
| 2022 | CVPR | Integrating Language Guidance into Vision-based Deep Metric Learning. | Karsten Roth, Oriol Vinyals, Zeynep Akata |
| 2022 | CVPR | Uniform Priors for Data-Efficient Learning. | Samarth Sinha, Karsten Roth, Anirudh Goyal, Marzyeh Ghassemi, Zeynep Akata, Hugo Larochelle, Animesh Garg |
| 2022 | CVPR | VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning. | Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata |
| 2022 | ECCV | Abstracting Sketches Through Simple Primitives. | Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata |
| 2022 | ECCV | A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning. | Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci |
| 2022 | ECCV | Temporal and Cross-modal Attention for Audio-Visual Zero-Shot Learning. | Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata |
| 2022 | ECCV | BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks. | Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata |
| 2021 | BMVC | Prototype-based Incremental Few-Shot Segmentation. | Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo |
| 2021 | BMVC | Conditional De-Identification of 3D Magnetic Resonance Images. | Lennart Alexander Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith |
| 2021 | BMVC | Human Attention in Fine-grained Classification. | Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci |
| 2021 | CVPR | Learning Decision Trees Recurrently Through Communication. | Stephan Alaniz, Diego Marcos, Bernt Schiele, Zeynep Akata |
| 2021 | CVPR | Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. | Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata |
| 2021 | CVPR | Open World Compositional Zero-Shot Learning. | Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata |
| 2021 | CVPR | Learning Graph Embeddings for Compositional Zero-Shot Learning. | Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata |
| 2021 | CVPR | A Closer Look at Self-Training for Zero-Label Semantic Segmentation. | Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo |
| 2021 | ICCV | e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks. | Maxime Kayser, Oana-Maria Camburu, Leonard Salewski, Cornelius Emde, Virginie Do, Zeynep Akata, Thomas Lukasiewicz |
| 2021 | ICCV | Keep CALM and Improve Visual Feature Attribution. | Jae-Myung Kim, Junsuk Choe, Zeynep Akata, Seong Joon Oh |
| 2021 | Interspeech | Audio Retrieval with Natural Language Queries. | Andreea-Maria Oncescu, A. Sophia Koepke, Joo F. Henriques, Zeynep Akata, Samuel Albanie |
| 2021 | MICCAI | Uncertainty-Guided Progressive GANs for Medical Image Translation. | Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata |
| 2020 | CVPR | Evaluating Weakly Supervised Object Localization Methods Right. | Junsuk Choe, Seong Joon Oh, Seungho Lee, Sanghyuk Chun, Zeynep Akata, Hyunjung Shim |
| 2020 | ECCV | Bayesian Zero-Shot Learning. | Sarkhan Badirli, Zeynep Akata, Murat Dundar |
| 2020 | ECCV | Towards Recognizing Unseen Categories in Unseen Domains. | Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo |
| 2020 | ECCV | Generalized Many-Way Few-Shot Video Classification. | Yongqin Xian, Bruno Korbar, Matthijs Douze, Bernt Schiele, Zeynep Akata, Lorenzo Torresani |
| 2020 | ECCV | Generating Visual and Semantic Explanations with Multi-task Network. | Wenjia Xu, Jiuniu Wang, Yang Wang, Yirong Wu, Zeynep Akata |
| 2020 | ICLR | Learning Robust Representations via Multi-View Information Bottleneck. | Marco Federici, Anjan Dutta, Patrick Forr, Nate Kushman, Zeynep Akata |
| 2020 | ICML | CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations. | Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata |
| 2019 | CVPR | Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-Based Image Retrieval. | Anjan Dutta, Zeynep Akata |
| 2019 | CVPR | Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders. | Edgar Schnfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, Zeynep Akata |
| 2019 | CVPR | Generalized Zero-Shot Learning via Aligned Variational Autoencoders. | Edgar Schnfeld, Sayna Ebrahimi, Samarth Sinha, Trevor Darrell, Zeynep Akata |
| 2019 | CVPR | Semantic Projection Network for Zero- and Few-Label Semantic Segmentation. | Yongqin Xian, Subhabrata Choudhury, Yang He, Bernt Schiele, Zeynep Akata |
| 2019 | CVPR | F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning. | Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata |
| 2019 | CVPR | f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning. | Yongqin Xian, Saurabh Sharma, Bernt Schiele, Zeynep Akata |
| 2018 | CVPR | Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. | Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach |
| 2018 | CVPR | Feature Generating Networks for Zero-Shot Learning. | Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata |
| 2018 | ECCV | WiCV at ECCV2018: The Fifth Women in Computer Vision Workshop. | Zeynep Akata, Dena Bazazian, Yana Hasson, Angjoo Kanazawa, Hildegard Kuehne, Gl Varol |
| 2018 | ECCV | Grounding Visual Explanations. | Lisa Anne Hendricks, Ronghang Hu, Trevor Darrell, Zeynep Akata |
| 2018 | ECCV | Textual Explanations for Self-Driving Vehicles. | Jinkyu Kim, Anna Rohrbach, Trevor Darrell, John F. Canny, Zeynep Akata |
| 2017 | CVPR | Gaze Embeddings for Zero-Shot Image Classification. | Nour Karessli, Zeynep Akata, Bernt Schiele, Andreas Bulling |
| 2017 | CVPR | Exploiting Saliency for Object Segmentation from Image Level Labels. | Seong Joon Oh, Rodrigo Benenson, Anna Khoreva, Zeynep Akata, Mario Fritz, Bernt Schiele |
| 2017 | CVPR | Zero-Shot Learning - The Good, the Bad and the Ugly. | Yongqin Xian, Bernt Schiele, Zeynep Akata |
| 2016 | CVPR | Multi-cue Zero-Shot Learning with Strong Supervision. | Zeynep Akata, Mateusz Malinowski, Mario Fritz, Bernt Schiele |
| 2016 | CVPR | Learning Deep Representations of Fine-Grained Visual Descriptions. | Scott E. Reed, Zeynep Akata, Honglak Lee, Bernt Schiele |
| 2016 | CVPR | Latent Embeddings for Zero-Shot Classification. | Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, Bernt Schiele |
| 2016 | ECCV | Generating Visual Explanations. | Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach, Jeff Donahue, Bernt Schiele, Trevor Darrell |
| 2016 | ICML | Generative Adversarial Text to Image Synthesis. | Scott E. Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee |
| 2015 | CVPR | Evaluation of output embeddings for fine-grained image classification. | Zeynep Akata, Scott E. Reed, Daniel Walter, Honglak Lee, Bernt Schiele |
| 2013 | CVPR | Label-Embedding for Attribute-Based Classification. | Zeynep Akata, Florent Perronnin, Zad Harchaoui, Cordelia Schmid |
| 2012 | CVPR | Towards good practice in large-scale learning for image classification. | Florent Perronnin, Zeynep Akata, Zad Harchaoui, Cordelia Schmid |