Jianfei Cai

Australian Regenerative Medicine Institute — Australia

Computer Science · Physical Sciences

69h-index24.2kcitations583works5.62yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(114), Advanced Neural Network Applications(96), Multimodal Machine Learning Applications(93), Domain Adaptation and Few-Shot Learning(83), Advanced Vision and Imaging(72)

Publications582 total

NoPo3DFusion: Scaling Two Images to Long Videos via 3D-Aware Iterative Diffusion
Lecture notes in computer science·2025
Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context Learning
arXiv (Cornell University)·2025Open Access
Structural characterization of non-bead freshwater cultured pearls using X-ray transmission imaging and micro-computed tomography
Micron·2025
Relightable and Dynamic Gaussian Avatar Reconstruction from Monocular Video
2025Open Access
Sharpness-Aware Data Generation for Zero-shot Quantization
arXiv (Cornell University)·2025Open Access
FPN-in-FPN: A Nested Multi-scale Aggregation Network for Polyp Segmentation
Lecture notes in computer science·2025
New Multiple Sclerosis Lesion Segmentation via Calibrated Inter-patch Blending
Lecture notes in computer science·2025· 1 cited
An Empirical Study on How Video-LLMs Answer Video Questions
arXiv (Cornell University)·2025Open Access
Explicit Correspondence Matching for Generalizable Neural Radiance Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 3 cited
HAC++: Towards 100X Compression of 3D Gaussian Splatting
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 6 cited
Hierarchical Prompt-Enhanced Image Generation Using Hyperbolic Space
Communications in computer and information science·2025
MU-Diff: a mutual learning diffusion model for synthetic MRI with Application for brain lesions
npj Artificial Intelligence·2025· 1 citedOpen Access
DrVideo: Document Retrieval Based Long Video Understanding
2025· 1 cited
PanSplat: 4K Panorama Synthesis with Feed-Forward Gaussian Splatting
2025· 2 cited
HVQ-VAE: Variational auto-encoder with hyperbolic vector quantization
Computer Vision and Image Understanding·2025
Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Any Convex Parametric Shapes
arXiv (Cornell University)·2025Open Access
VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior
arXiv (Cornell University)·2025Open Access
PCGS: Progressive Compression of 3D Gaussian Splatting
arXiv (Cornell University)·2025Open Access
McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis
2025· 2 cited
HAC++: Towards 100X Compression of 3D Gaussian Splatting
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Jiuxiang Gu(7), Tat‐Jen Cham(7), Xu Yang(6), Gang Wang(6), Yew-Soon Ong(5), Junsong Yuan(5), Tsuhan Chen(4), Hanwang Zhang(4), Haitao Liu(4), Jianmin Zheng(4), Yujun Cai(3), Liuhao Ge(3), Yicheng Wu(3), Zhonghua Wu(3), Yu Zhang(3), Jianxin Wu(3), Chuanxia Zheng(3), Jason Kuen(2), Lianyang Ma(2), Amir Shahroudy(2)