Masked ImageNet1k evaluation Linear probing top-1 accuracy on a more challenging masked version of ImageNet1k validation set. Modify--nproc_per_nodebased on you available GPUs. Example for0.7masking ratio: python -m torch.distributed.launch --nproc_per_node=1 evaluation/eval_linear_acc_drop.py...
AttMask: "What to Hide from Your Students: Attention-Guided Masked Image Modeling", ECCV, 2022 (National Technical University of Athens). [Paper][PyTorch] SLIP: "SLIP: Self-supervision meets Language-Image Pre-training", ECCV, 2022 (Berkeley + Meta). [Paper][Pytorch] mc-BEiT: "mc-BEiT:...
Our model is developed through a two-step process: data preprocessing followed by the application of an attention-guided FSL process. This latter step encompasses patch extraction, performer attention, patch embedding, informative patch selection, masked image modeling, and the FSL application. The ...
Dual Attention Guided Gaze Target Detection in the Wild Yi Fang1∗, Jiapeng Tang1∗, Wang Shen1, Wei Shen2†, Xiao Gu1, Li Song1†, Guangtao Zhai1† 1Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University 2MoE Key Lab of Artifici...
Saliency guided deep network for weakly-supervised image segmentation Pattern Recogn. Lett. (2019) L.-C.Chenet al. Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs IEEE transactions on pattern analysis and machine intelligence ...
Despite groundbreaking success in image and text learning, deep learning has not achieved significant improvements against traditional machine learning (ML
After applying an average pooling on Xα weighted by the attention map Aα, we obtain the attention-masked feature x¯α ∈ RC as: N x¯α = aαi xαi . i=1 (11) For the feature map Xβ, we transpose the similarity matrix S to S⊤ so that the jth row of S⊤ ...
The colour/shape task is performed on a two-by-two grid scene, whose quadrants are initially masked. Attending to a quadrant unmasks the object in that quadrant (see Fig.2B). In this task, certain objects are associated with certain contexts. These contexts can be seen as rules that state...
AttMask: "What to Hide from Your Students: Attention-Guided Masked Image Modeling", ECCV, 2022 (National Technical University of Athens). [Paper][Code] SLIP: "SLIP: Self-supervision meets Language-Image Pre-training", ECCV, 2022 (Berkeley + Meta). [Paper][Code] mc-BEiT: "mc-BEiT: Mult...
[IROS-2024] LGD-MaskedGuideAttention Language-driven Grasp Detection with Mask-guided Attention Installation Checkout the robotic grasping package $ git clone https://github.com/anavuongdin/robotic-grasping.git Create a virtual environment $ conda create -n grasping python=3.9 Activate the virtual...