Aykut Erdem

1. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
   2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 237 citations
   #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
2. Learning to Generate Images of Outdoor Scenes from Attributes and\n Semantic Layouts
   2016/12/01 by Levent Karacan, Zeynep Akata, Karacan, Levent +5 · 29 citations
   Computer Science · Earth and Planetary Sciences · #Generative Adversarial Networks and Image Synthesis #3D Surveying and Cultural Heritage #Image Processing and 3D Reconstruction
3. An Objective Deghosting Quality Metric for HDR Images
   2016/05/01 by Okan Tarhan Tursun, Ahmet Oğuz Akyüz, Aykut Erdem +1 · 3 citations
4. CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions
   2020/12/08 by Tayfun Ateş, Ates, Tayfun, M. Samil Atesoglu +15 · 4 citations
   Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Topic Modeling
5. SonicDiffusion: Audio-Driven Image Generation and Editing with Pretrained Diffusion Models
   2024/05/01 by Burak Can Biner, Biner, Burak Can, Farrin Marouf Sofian +9 · 7 citations
   Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
6. mustGAN: Multi-Stream Generative Adversarial Networks for MR Image\n Synthesis
   2019/09/25 by Mahmut Yurt, Salman Ul Hassan Dar, Yurt, Mahmut +7 · 3 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
7. Automatic Description Generation from Images: A Survey of Models,\n Datasets, and Evaluation Measures
   2016/01/15 by Raffaella Bernardi, Bernardi, Raffaella, Ruket Çakıcı +15 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
8. ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models
   2023/11/13 by İlker Kesen, Kesen, Ilker, Andrea Pedrotti +19 · 5 citations
   Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
9. Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare
   2024/04/25 by Emre Can Acikgoz, Osman Batur İnce, Acikgoz, Emre Can +11 · 3 citations
   Health Professions · Medicine · #Electronic Health Records Systems #Artificial Intelligence in Healthcare and Education
10. CLIP-Guided StyleGAN Inversion for Text-Driven Real Image Editing
    2023/07/17 by Ahmet Canberk Baykal, Baykal, Ahmet Canberk, Abdul Basit Anees +9 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
11. The State of the Art in HDR Deghosting: A Survey and Evaluation
    2015/05/01 by Okan Tarhan Tursun, Ahmet Oğuz Akyüz, Aykut Erdem +1 · 1 citation
12. MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish
    2020/12/13 by Begüm Çıtamak, Citamak, Begum, Ozan Çağlayan +11 · 1 citation
    Computer Science · #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
13. HUE Dataset: High-Resolution Event and Frame Sequences for Low-Light Vision
    2024/10/24 by Burak Ercan, Onur Eker, Ercan, Burak +5 · 2 citations
    Engineering · Physics and Astronomy · #CCD and CMOS Imaging Sensors #Advanced Optical Sensing Technologies
14. Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers
    2023/10/18 by Osman Batur İnce, Tanin Zeraati, İnce, Osman Batur +9 · 1 citation
    Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
15. DeVisE: Behavioral Testing of Medical Large Language Models
    2025/06/18 by Camila Zurdo Tagliabue, Tagliabue, Camila Zurdo, Heloísa Oss Boll +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
16. LAMP: Language-Assisted Motion Planning for Controllable Video Generation
    2025/12/03 by E. Sanli, Kizil, Muhammed Burak, Sanli, Enes +8 · 1 citation
    Engineering · Computer Science · #Human Motion and Animation #Multimodal Machine Learning Applications #Robot Manipulation and Learning