agegenderLMTCNNJia-Hong Lee, Yi-Ming Chan, Ting-Yen Chen, and Chu-Song Chen, "Joint Estimation of Age and Gender from Unconstrained Face Images using Lightweight Multi-task CNN for Mobile Applications," IEEE International Conference on Multimedia Information Processing and Retrieval, MIPR 2018
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DS-Net(CVPR 2021, Oral) Dynamic Slimmable Network
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emmentalA deep learning framework for building multimodal multi-task learning systems.
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CPGSteven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019
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Fine-Grained-or-NotCode release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)
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mtlearnMulti-Task Learning package built with tensorflow 2 (Multi-Gate Mixture of Experts, Cross-Stitch, Ucertainty Weighting)
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PCC-NetPCC Net: Perspective Crowd Counting via Spatial Convolutional Network
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EasyRecA framework for large scale recommendation algorithms.
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DeepSegmentorA Pytorch implementation of DeepCrack and RoadNet projects.
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multi-task-learningMulti-task learning smile detection, age and gender classification on GENKI4k, IMDB-Wiki dataset.
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temporal-depth-segmentationSource code (train/test) accompanying the paper entitled "Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach" in CVPR 2019 (https://arxiv.org/abs/1903.10764).
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Pytorch-PCGradPytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
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cups-rlCustomisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"
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FOCAL-ICLRCode for FOCAL Paper Published at ICLR 2021
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amta-netAsymmetric Multi-Task Attention Network for Prostate Bed Segmentation in CT Images
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GhostnetCV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
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SMSR[CVPR 2021] Exploring Sparsity in Image Super-Resolution for Efficient Inference
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HyperDenseNet pytorchPytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation
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nemar[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation
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open clipAn open source implementation of CLIP.
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TRAR-VQA[ICCV 2021] TRAR: Routing the Attention Spans in Transformers for Visual Question Answering -- Official Implementation
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