Geigle, Gregor

1. InstructIR: High-Quality Image Restoration Following Human Instructions
   2024/01/29 by Marcos V. Conde, Conde, Marcos V., Gregor Geigle +3 · 28 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. AdapterDrop: On the Efficiency of Adapters in Transformers
   2020/10/22 by Rücklé, Andreas, Geigle, Gregor, Glockner, Max +4 · 13 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. xGQA: Cross-Lingual Visual Question Answering
   2021/09/13 by Jonas Pfeiffer, Gregor Geigle, Pfeiffer, Jonas +11 · 11 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
4. TWEAC: Transformer with Extendable QA Agent Classifiers
   2021/04/14 by Gregor Geigle, Geigle, Gregor, Nils Reimers +5 · 9 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
5. mBLIP: Efficient Bootstrapping of Multilingual Vision-LLMs
   2023/07/13 by Gregor Geigle, Geigle, Gregor, Abhay Jain +5 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
6. African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification
   2024/06/20 by Gregor Geigle, Geigle, Gregor, Radu Timofte +3 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
7. Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval
   2021/03/22 by Geigle, Gregor, Pfeiffer, Jonas, Reimers, Nils +2 · 1 citation
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?
   2024/06/20 by Gregor Geigle, Radu Timofte, Geigle, Gregor +3 · 2 citations
   Medicine · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Psychosomatic Disorders and Their Treatments
9. Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations
   2023/06/14 by Geigle, Gregor, Timofte, Radu, Glavaš, Goran · 1 citation
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences