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- Zeynep Akata
University of Tübingen, Germany
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Publication search results
found 234 matches
- 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): 1327-1347 (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): 1545-1560 (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 - Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata:
Vision-by-Language for Training-Free Compositional Image Retrieval. ICLR 2024 - 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 - 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 abs/2402.13791 (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 abs/2404.06309 (2024) - Nishad Singhi, Jae-Myung Kim, Karsten Roth, Zeynep Akata:
Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models. CoRR abs/2405.01531 (2024) - Massimo Bini, Karsten Roth, Zeynep Akata, Anna Khoreva:
ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections. CoRR abs/2405.20271 (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 abs/2406.04312 (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 abs/2406.09384 (2024) - Meghal Dani, Muthu Jeyanthi Prakash, Zeynep Akata, Stefanie Liebe:
SemioLLM: Assessing Large Language Models for Semiological Analysis in Epilepsy Research. CoRR abs/2407.03004 (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 abs/2407.07829 (2024) - Jae Myung Kim, Jessica Bader, Stephan Alaniz, Cordelia Schmid, Zeynep Akata:
DataDream: Few-shot Guided Dataset Generation. CoRR abs/2407.10910 (2024) - Thomas Hummel, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Zeynep Akata:
EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video Retrieval. CoRR abs/2407.16658 (2024) - Anders Christensen, Nooshin Mojab, Khushman Patel, Karan Ahuja, Zeynep Akata, Ole Winther, Mar González-Franco, Andrea Colaco:
Geometry Fidelity for Spherical Images. CoRR abs/2407.18207 (2024) - 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): 1732-1748 (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) - 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: 2675-2685 (2023) - Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata:
Video-adverb retrieval with compositional adverb-action embeddings. BMVC 2023: 581-588 - Sebastian Bordt, Uddeshya Upadhyay, Zeynep Akata, Ulrike von Luxburg:
The Manifold Hypothesis for Gradient-Based Explanations. CVPR Workshops 2023: 3697-3702 - 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: 3408-3417 - Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata:
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CVPR Workshops 2023: 2585-2595 - Meghal Dani
, Isabel Rio-Torto
, Stephan Alaniz
, Zeynep Akata
:
DeViL: Decoding Vision features into Language. DAGM 2023: 363-377 - Otniel-Bogdan Mercea
, Thomas Hummel
, A. Sophia Koepke
, Zeynep Akata
:
Text-to-Feature Diffusion for Audio-Visual Few-Shot Learning. DAGM 2023: 491-507 - 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: 378-393 - Stephan Alaniz, Massimiliano Mancini
, Zeynep Akata:
Iterative Superquadric Recomposition of 3D Objects from Multiple Views. ICCV 2023: 17967-17977 - Anders Christensen, Massimiliano Mancini
, A. Sophia Koepke, Ole Winther, Zeynep Akata:
Image-free Classifier Injection for Zero-Shot Classification. ICCV 2023: 19026-19035 - 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: 1866-1876 - 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: 15700-15711
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