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cs.CV2024
Accelerating Inference of Networks in the Frequency Domain
Chenqiu Zhao, Guanfang Dong, Anup Basu
It has been demonstrated that networks' parameters can be significantly reduced in the frequency domain with a very small decrease in accuracy. However, given the cost of frequency…
cs.LG2024
Deep Clustering via Distribution Learning
Guanfang Dong, Zijie Tan, Chenqiu Zhao +1
Distribution learning finds probability density functions from a set of data samples, whereas clustering aims to group similar data points to form clusters. Although there are deep…
cs.CV2024
JambaTalk: Speech-Driven 3D Talking Head Generation Based on Hybrid Transformer-Mamba Model
Farzaneh Jafari, Stefano Berretti, Anup Basu
In recent years, the talking head generation has become a focal point for researchers. Considerable effort is being made to refine lip-sync motion, capture expressive facial expres…