Christian Simon

California Institute of Technology — United States

Computer Science · Physical Sciences

12h-index861citations43works1.02yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(15), Multimodal Machine Learning Applications(10), Advanced Vision and Imaging(8), Natural Language Processing Techniques(4), Cancer-related molecular mechanisms research(3)

Publications43 total

Flashbacks to harmonize stability and plasticity in continual learning
Neural Networks·2025Open Access
Flashbacks to Harmonize Stability and Plasticity in Continual Learning
arXiv (Cornell University)·2025Open Access
Four-Wave Mixing at peV Energy Scales
Physical Review Letters·2025
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
2025· 1 citedOpen Access
Four-Wave Mixing at peV Energy Scales
arXiv (Cornell University)·2024Open Access
On Manipulating Scene Text in the Wild with Diffusion Models
2024· 5 cited
Hyper-VolTran: Fast and Generalizable One-Shot Image to 3D Object Structure via HyperNetworks
arXiv (Cornell University)·2023Open Access
CL3: Generalization of Contrastive Loss for Lifelong Learning
Journal of Imaging·2023· 5 citedOpen Access
On Manipulating Scene Text in the Wild with Diffusion Models
arXiv (Cornell University)·2023Open Access
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
arXiv (Cornell University)·2023· 10 citedOpen Access
Subspace distillation for continual learning
Neural Networks·2023· 20 citedOpen Access
Subspace Distillation for Continual Learning
arXiv (Cornell University)·2023Open Access
On Generalizing Beyond Domains in Cross-Domain Continual Learning
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 34 cited
Meta-Learning for Multi-Label Few-Shot Classification
2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2022Open Access
Towards a Robust Differentiable Architecture Search under Label Noise
2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2022· 2 cited
Synthesized Feature based Few-Shot Class-Incremental Learning on a Mixture of Subspaces
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 63 cited
Reinforced Attention for Few-Shot Learning and Beyond
2021· 48 citedOpen Access
On Learning the Geodesic Path for Incremental Learning
2021· 4 citedOpen Access
Reinforced Attention for Few-Shot Learning and Beyond
arXiv (Cornell University)·2021Open Access
Adaptive Subspaces for Few-Shot Learning
2020· 445 cited
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Frequent Co-authors

Mehrtash Harandi(17), Piotr Koniusz(8), Williem Williem(6), Peyman Moghadam(5), In Kyu Park(5), Lars Petersson(4), Richard Nock(3), Pengfei Fang(3), Andrea Zielinski(3), In Kyu Park(3), Jie Hong(2), Tong Zhang(2), Kaushik Roy(2), Juan-Manuel Pérez-Rúa(2), Tao Xiang(2), Sen He(2), Joshua Santoso(2), Leila Mahmoodi(2), Munawar Hayat(2), D. M. Silevitch(2)