Arun Mallya
Impact in
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- Generative Adversarial Networks and Image Synthesis
- Advanced Image Processing Techniques
- Face recognition and analysis
- Advanced Vision and Imaging
- Advanced Neural Network Applications
- Multimodal Machine Learning Applications
Papers in
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- Generative Adversarial Networks and Image Synthesis 5
- Multimodal Machine Learning Applications 4
- Advanced Neural Network Applications 4
- Advanced Vision and Imaging 3
- Advanced Image Processing Techniques 3
- Advanced Image and Video Retrieval Techniques 2
- Co-authors
- Jan KautzMing-Yu LiuTing-Chun WangPavlo MolchanovHongxu YinJosé M. AlvarezSvetlana LazebnikXun Huang
- Journals
- International Journal of Computer Vision (1 paper)Proceedings of the IEEE (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (1 paper)Aaltodoc (Aalto University) (1 paper)2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (1 paper)
- Partner nations
- United StatesFinlandItaly
In The Last Decade
Arun Mallya
15 papers receiving 1.7k citations
Hit Papers
Peers
Comparison fields: 5 of 99
- Computer Vision and Pattern Recognition 1.2k
- Computer Graphics and Computer-Aided Design 117
- Artificial Intelligence 716
- Signal Processing 127
- Health Informatics 13
Countries citing papers authored by Arun Mallya
This map shows the geographic impact of Arun Mallya's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Arun Mallya with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Arun Mallya more than expected).
Fields of papers citing papers by Arun Mallya
This network shows the impact of papers produced by Arun Mallya. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Arun Mallya. The network helps show where Arun Mallya may publish in the future.
Co-authors
The 25 scholars most cited alongside Arun Mallya, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2024 | 0 | |
| 2 | 2023 | 15 | |
| 3 | A-ViT: Adaptive Tokens for Efficient Vision Transformer Hit paper breakdown → | 2022 | 165 |
| 4 | See through Gradients: Image Batch Recovery via GradInversion Hit paper breakdown → | 2021 | 254 |
| 5 | One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing Hit paper breakdown → | 2021 | 249 |
| 6 | 2021 | 57 | |
| 7 | 2021 | 127 | |
| 8 | Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion Hit paper breakdown → | 2020 | 284 |
| 9 | 2020 | 55 | |
| 10 | Few-Shot Unsupervised Image-to-Image Translation Hit paper breakdown → | 2019 | 329 |
| 11 | 2018 | 9 | |
| 12 | Piggyback: Adding Multiple Tasks to a Single, Fixed Network by Learning to Mask | 2018 | 8 |
| 13 | 2017 | 17 | |
| 14 | Phrase Localization and Visual Relationship Detection with Comprehensive Linguistic Cues. | 2016 | 12 |
| 15 | 2015 | 89 | |
| 16 | 2014 | 30 |
About Arun Mallya
Arun Mallya is a scholar working on Computer Vision and Pattern Recognition, Computer Graphics and Computer-Aided Design, Artificial Intelligence, Media Technology and Language and Linguistics, having authored 16 papers that have together received 1.7k indexed citations. Recurring topics across this work include Generative Adversarial Networks and Image Synthesis (5 papers), Domain Adaptation and Few-Shot Learning (5 papers), Multimodal Machine Learning Applications (4 papers), Advanced Neural Network Applications (4 papers), Advanced Vision and Imaging (3 papers), Advanced Image Processing Techniques (3 papers), Advanced Image and Video Retrieval Techniques (2 papers) and Advanced Graph Neural Networks (1 paper). The work is most often cited by research in Computer Vision and Pattern Recognition (1.2k citations), Computer Graphics and Computer-Aided Design (117 citations), Artificial Intelligence (716 citations), Signal Processing (127 citations) and Health Informatics (13 citations). Arun Mallya has collaborated with scholars based in United States, Finland and Italy. Frequent co-authors include Jan Kautz, Ming-Yu Liu, Ting-Chun Wang, Pavlo Molchanov, Hongxu Yin, José M. Alvarez, Svetlana Lazebnik, Xun Huang, Arash Vahdat and Timo Aila. Their work appears in journals such as International Journal of Computer Vision, Proceedings of the IEEE, IEEE Transactions on Pattern Analysis and Machine Intelligence, Aaltodoc (Aalto University) and 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.