Kwok, James T.

Generalizing from a Few Examples: A Survey on Few-shot Learning

Wang, Y., Yao, Q., Kwok, J. T., & Ni, L. M. (2021) · ACM Computing Surveys

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 3,165

Loss-aware Weight Quantization of Deep Networks

Hou, L., & Kwok, J. T. (2018) · arXiv

Advanced Neural Network ApplicationsStochastic Gradient Optimization Techniques

Cited by 99

PixArt-$α$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Chen, J., Yu, J., Ge, C., Yao, L., Xie, E., Wu, Y., Wang, Z., Kwok, J., Luo, P., Lu, H., et al. (2023) · arXiv

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 30

Routerdc: Query-based router by dual contrastive learning for assembling large language models

Chen, S., Jiang, W., Lin, B., Kwok, J., & Zhang, Y. (2024) · Advances in Neural Information Processing Systems 37

Topic ModelingInformation Retrieval and Search Behavior

Cited by 22