Zeynep Akata

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 226

Top Venues

University of Grenoble, France (PHD)

Education History

University of Grenoble, France

PHD

Publications

Karsten Roth, Lukas Thede, A. Sophia Koepke, Oriol Vinyals, Olivier J. Hénaff, Zeynep Akata
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model. ICLR (2024)
David Kurzendörfer, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models. CoRR (2024)
Anders Christensen, Nooshin Mojab, Khushman Patel, Karan Ahuja, Zeynep Akata, Ole Winther, Mar González-Franco, Andrea Colaco
Geometry Fidelity for Spherical Images. CoRR (2024)
Thomas Hummel, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Zeynep Akata
EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval. CoRR (2024)
Lukas Thede, Karsten Roth, Olivier J. Hénaff, Matthias Bethge, Zeynep Akata
Reflecting on the State of Rehearsal-free Continual Learning with Pretrained Models. CoRR (2024)
Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Hiba Najjar, Dário A. B. Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu
Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing. CoRR (2024)
Jae Myung Kim, Jessica Bader, Stephan Alaniz, Cordelia Schmid, Zeynep Akata
DataDream: Few-shot Guided Dataset Generation. CoRR (2024)
Massimo Bini, Karsten Roth, Zeynep Akata, Anna Khoreva
ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections. CoRR (2024)
Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata
Vision-by-Language for Training-Free Compositional Image Retrieval. ICLR (2024)
Meghal Dani, Muthu Jeyanthi Prakash, Zeynep Akata, Stefanie Liebe
SemioLLM: Assessing Large Language Models for Semiological Analysis in Epilepsy Research. CoRR (2024)
Yanbei Chen, Massimiliano Mancini, Xiatian Zhu, Zeynep Akata
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Luca Eyring, Dominik Klein, Théo Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation. ICLR (2024)
Nishad Singhi, Jae-Myung Kim, Karsten Roth, Zeynep Akata
Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models. CoRR (2024)
Luca Eyring, Shyamgopal Karthik, Karsten Roth, Alexey Dosovitskiy, Zeynep Akata
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization. CoRR (2024)
Théo Uscidda, Luca Eyring, Karsten Roth, Fabian J. Theis, Zeynep Akata, Marco Cuturi
Disentangled Representation Learning through Geometry Preservation with the Gromov-Monge Gap. CoRR (2024)
Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata
Learning Graph Embeddings for Open World Compositional Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata
Zero-shot Translation of Attention Patterns in VQA Models to Natural Language. CoRR (2023)
Sebastian Bordt, Uddeshya Upadhyay, Zeynep Akata, Ulrike von Luxburg
The Manifold Hypothesis for Gradient-Based Explanations. CVPR Workshops (2023)
Youngwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification. CoRR (2023)
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships. CoRR (2023)
Karsten Roth, Lukas Thede, Almut Sophia Koepke, Oriol Vinyals, Olivier J. Hénaff, Zeynep Akata
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model. CoRR (2023)
Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CoRR (2023)
Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke
Addressing caveats of neural persistence with deep graph persistence. CoRR (2023)
Youngwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee
Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification. CVPR (2023)
Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata
Zero-Shot Translation of Attention Patterns in VQA Models to Natural Language. DAGM (2023)
Julian Coda-Forno, Marcel Binz, Zeynep Akata, Matt M. Botvinick, Jane X. Wang, Eric Schulz
Meta-in-context learning in large language models. NeurIPS (2023)
Junsuk Choe, Seong Joon Oh, Sanghyuk Chun, Seungho Lee, Zeynep Akata, Hyunjung Shim
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Vikrant Rangnekar, Uddeshya Upadhyay, Zeynep Akata, Biplab Banerjee
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution. CoRR (2023)
Meghal Dani, Isabel Rio-Torto, Stephan Alaniz, Zeynep Akata
DeViL: Decoding Vision features into Language. DAGM (2023)
Karsten Roth, Mark Ibrahim, Zeynep Akata, Pascal Vincent, Diane Bouchacourt
Disentanglement of Correlated Factors via Hausdorff Factorized Support. ICLR (2023)
Leonard Salewski, Stefan Fauth, A. Sophia Koepke, Zeynep Akata
Zero-shot audio captioning with audio-language model guidance and audio context keywords. CoRR (2023)
Stephan Alaniz, Massimiliano Mancini, Zeynep Akata
Iterative Superquadric Recomposition of 3D Objects from Multiple Views. CoRR (2023)
Julian Coda-Forno, Kristin Witte, Akshay K. Jagadish, Marcel Binz, Zeynep Akata, Eric Schulz
Inducing anxiety in large language models increases exploration and bias. CoRR (2023)
Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke
Addressing caveats of neural persistence with deep graph persistence. Trans. Mach. Learn. Res. 2023 (2023)
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships. NeurIPS (2023)
Julian Coda-Forno, Marcel Binz, Zeynep Akata, Matthew M. Botvinick, Jane X. Wang, Eric Schulz
Meta-in-context learning in large language models. CoRR (2023)
Marcel Binz, Stephan Alaniz, Adina Roskies, Balazs Aczel, Carl T. Bergstrom, Colin Allen, Daniel Schad, Dirk Wulff, Jevin D. West, Qiong Zhang, Richard M. Shiffrin, Samuel J. Gershman, Ven Popov, Emily M. Bender, Marco Marelli, Matthew M. Botvinick, Zeynep Akata, Eric Schulz
How should the advent of large language models affect the practice of science? CoRR (2023)
Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation. WACV (2023)
Karsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts. CoRR (2023)
Karsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts. ICCV (2023)
Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models. ICCV (2023)
Leonard Salewski, Stephan Alaniz, Isabel Rio-Torto, Eric Schulz, Zeynep Akata
In-Context Impersonation Reveals Large Language Models' Strengths and Biases. NeurIPS (2023)
Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata
If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection. CoRR (2023)
A. Sophia Koepke, Andreea-Maria Oncescu, João F. Henriques, Zeynep Akata, Samuel Albanie
Audio Retrieval With Natural Language Queries: A Benchmark Study. IEEE Trans. Multim. 25 (2023)
Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata
Image-free Classifier Injection for Zero-Shot Classification. ICCV (2023)
Vikrant Rangnekar, Uddeshya Upadhyay, Zeynep Akata, Biplab Banerjee
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution. UAI (2023)
Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
Text-to-Feature Diffusion for Audio-Visual Few-Shot Learning. DAGM (2023)
Leonard Salewski, Stephan Alaniz, Isabel Rio-Torto, Eric Schulz, Zeynep Akata
In-Context Impersonation Reveals Large Language Models' Strengths and Biases. CoRR (2023)
Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata
Video-adverb retrieval with compositional adverb-action embeddings. BMVC (2023)
Meghal Dani, Isabel Rio-Torto, Stephan Alaniz, Zeynep Akata
DeViL: Decoding Vision features into Language. CoRR (2023)
Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models. CoRR (2023)
Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata
Video-adverb retrieval with compositional adverb-action embeddings. CoRR (2023)
Stephan Alaniz, Massimiliano Mancini, Zeynep Akata
Iterative Superquadric Recomposition of 3D Objects from Multiple Views. ICCV (2023)
Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata
Vision-by-Language for Training-Free Compositional Image Retrieval. CoRR (2023)
Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
Text-to-feature diffusion for audio-visual few-shot learning. CoRR (2023)
Luca Eyring, Dominik Klein, Théo Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation. CoRR (2023)
Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata
Image-free Classifier Injection for Zero-Shot Classification. CoRR (2023)
Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio F. Dantas, Dino Ienco, Zeynep Akata, Diego Marcos
PDiscoNet: Semantically consistent part discovery for fine-grained recognition. CoRR (2023)
Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio Fraga Dantas, Dino Ienco, Zeynep Akata, Diego Marcos
PDiscoNet: Semantically consistent part discovery for fine-grained recognition. ICCV (2023)
Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CVPR Workshops (2023)
Uddeshya Upadhyay, Jae-Myung Kim, Cordelia Schmid, Bernhard Schölkopf, Zeynep Akata
Posterior Annealing: Fast Calibrated Uncertainty for Regression. CoRR (2023)
Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata
Abstracting Sketches Through Simple Primitives. ECCV (24) (2022)
Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators. NeurIPS (2022)
Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation. CoRR (2022)
Youngwook Kim, Jae-Myung Kim, Zeynep Akata, Jungwoo Lee
Large Loss Matters in Weakly Supervised Multi-Label Classification. CoRR (2022)
Karsten Roth, Mark Ibrahim, Zeynep Akata, Pascal Vincent, Diane Bouchacourt
Disentanglement of Correlated Factors via Hausdorff Factorized Support. CoRR (2022)
Ilke Çugu, Massimiliano Mancini, Yanbei Chen, Zeynep Akata
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization. CoRR (2022)
Karsten Roth, Oriol Vinyals, Zeynep Akata
Integrating Language Guidance into Vision-based Deep Metric Learning. CoRR (2022)
Yongqin Xian, Julian Chibane, Bharat Lal Bhatnagar, Bernt Schiele, Zeynep Akata, Gerard Pons-Moll
Any-Shot GIN: Generalizing Implicit Networks for Reconstructing Novel Classes. 3DV (2022)
Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger
PlanT: Explainable Planning Transformers via Object-Level Representations. CoRL (2022)
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning. CoRR (2022)
Yuchen Ma, Yanbei Chen, Zeynep Akata
Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment. BMVC (2022)
Youngwook Kim, Jae-Myung Kim, Zeynep Akata, Jungwoo Lee
Large Loss Matters in Weakly Supervised Multi-Label Classification. CVPR (2022)
Ushasi Chaudhuri, Ruchika Chavan, Biplab Banerjee, Anjan Dutta, Zeynep Akata
BDA-SketRet: Bi-level domain adaptation for zero-shot SBIR. Neurocomputing 514 (2022)
Zafir Stojanovski, Karsten Roth, Zeynep Akata
Momentum-based Weight Interpolation of Strong Zero-Shot Models for Continual Learning. CoRR (2022)
Yuchen Ma, Yanbei Chen, Zeynep Akata
Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment. CoRR (2022)
Samarth Sinha, Karsten Roth, Anirudh Goyal, Marzyeh Ghassemi, Zeynep Akata, Hugo Larochelle, Animesh Garg
Uniform Priors for Data-Efficient Learning. CVPR Workshops (2022)
Stephan Alaniz, Marco Federici, Zeynep Akata
Compositional Mixture Representations for Vision and Text. CoRR (2022)
Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger
PlanT: Explainable Planning Transformers via Object-Level Representations. CoRR (2022)
Ilke Çugu, Massimiliano Mancini, Yanbei Chen, Zeynep Akata
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization. CVPR Workshops (2022)
Sebastian Bordt, Uddeshya Upadhyay, Zeynep Akata, Ulrike von Luxburg
The Manifold Hypothesis for Gradient-Based Explanations. CoRR (2022)
Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata
Abstracting Sketches through Simple Primitives. CoRR (2022)
Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci
A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning. ECCV (26) (2022)
Karsten Roth, Oriol Vinyals, Zeynep Akata
Integrating Language Guidance into Vision-based Deep Metric Learning. CVPR (2022)
Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
Temporal and cross-modal attention for audio-visual zero-shot learning. CoRR (2022)
Diego Marcos, Aike Potze, Wenjia Xu, Devis Tuia, Zeynep Akata
Attribute Prediction as Multiple Instance Learning. Trans. Mach. Learn. Res. 2022 (2022)
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning. CVPR (2022)
Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning. CVPR (2022)
Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language. CoRR (2022)
Yongqin Xian, Bruno Korbar, Matthijs Douze, Lorenzo Torresani, Bernt Schiele, Zeynep Akata
Generalized Few-Shot Video Classification With Video Retrieval and Feature Generation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations. CoRR (2022)
Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata
Attribute Prototype Network for Any-Shot Learning. CoRR (2022)
Stephan Alaniz, Marco Federici, Zeynep Akata
Compositional Mixture Representations for Vision and Text. CVPR Workshops (2022)
Stephan Alaniz, Thomas Hummel, Zeynep Akata
Semantic Image Synthesis with Semantically Coupled VQ-Model. CoRR (2022)
Ushasi Chaudhuri, Ruchika Chavhan, Biplab Banerjee, Anjan Dutta, Zeynep Akata
BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR. CoRR (2022)
Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata
Audiovisual Generalised Zero-shot Learning with Cross-modal Attention and Language. CVPR (2022)
Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata, Anjan Dutta
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval. CoRR (2022)
Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning. CoRR (2022)
Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci
A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning. CoRR (2022)
Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zeynep Akata