dense-prediction 10 deep-learning 4 computer-vision 4 semantic-segmentation 4 depth-estimation 3 vision-transformer 2 machine-learning 2 pytorch 2 multi-view-stereo 2 multi-task-learning 2 3d-reconstruction 2 vos 1 video-object-segmentation 1 video 1 tracking 1 segmentation 1 attention-mechanism 1 focal-loss 1 imbalanced-learning 1 stereo 1 few-shot-learning 1 iclr2023 1 deep-neural-networks 1 image-segmentation 1 unsupervised-learning 1 biomedical 1 cvpr2023 1 dynamic-convolution 1 image-classification 1 transformer 1 lora 1 low-rank-adaptation 1 mtl 1 pascal 1 pascal-context 1 scene-understanding 1 swin-transformer 1 vision-transformers 1 cityscape 1 crf-rnn 1 aaai 1 aaai2022 1 reliability 1 robustness 1