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07/27/2023
Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-trained Vision-Language Models
Prompt tuning and adapter tuning have shown great potential in transferr...
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03/09/2023
Cones: Concept Neurons in Diffusion Models for Customized Generation
Human brains respond to semantic features of presented stimuli with diff...
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11/29/2022
Dimensionality-Varying Diffusion Process
Diffusion models, which learn to reverse a signal destruction process to...
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11/21/2022
Neural Dependencies Emerging from Learning Massive Categories
This work presents two astonishing findings on neural networks learned f...
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06/13/2022
Rank Diminishing in Deep Neural Networks
The rank of neural networks measures information flowing across layers. ...
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05/24/2022
Context Attention Network for Skeleton Extraction
Skeleton extraction is a task focused on providing a simple representati...
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05/21/2022
Principled Knowledge Extrapolation with GANs
Human can extrapolate well, generalize daily knowledge into unseen scena...
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12/14/2021
Weakly Supervised High-Fidelity Clothing Model Generation
The development of online economics arouses the demand of generating ima...
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06/10/2020