CVPR2021 PLOPOfficial code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation
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CCLPyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning
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class-incremental-learningPyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).
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GPMOfficial Code Repository for "Gradient Projection Memory for Continual Learning"
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php-best-practicesWhat I consider the best practices for web and software development.
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LabelRelaxation-CVPR21Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021
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MetaLifelongLanguageRepository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".
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RainNet[CVPR 2021] Region-aware Adaptive Instance Normalization for Image Harmonization
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cfvqa[CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias
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Mask-Propagation[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code 🌟. Semi-supervised video object segmentation evaluation.
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MIST VADOfficial codes for CVPR2021 paper "MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection"
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FACILFramework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
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ADER(RecSys 2020) Adaptively Distilled Exemplar Replay towards Continual Learning for Session-based Recommendation [Best Short Paper]
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Im2Vec[CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision
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HESICOfficial Code of "Deep Homography for Efficient Stereo Image Compression"[cvpr21oral]
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HistoGANReference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).
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soft-intro-vae-pytorch[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"
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MUST-GANPytorch implementation of CVPR2021 paper "MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image Generation"
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EgoNetOfficial project website for the CVPR 2021 paper "Exploring intermediate representation for monocular vehicle pose estimation"
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class-normClass Normalization for Continual Zero-Shot Learning
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BCNetDeep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
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HandMeshNo description or website provided.
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DeFMO[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
Stars: ✭ 144 (+336.36%)
Adam-NSCLPyTorch implementation of our Adam-NSCL algorithm from our CVPR2021 (oral) paper "Training Networks in Null Space for Continual Learning"
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LBYLNet[CVPR2021] Look before you leap: learning landmark features for one-stage visual grounding.
Stars: ✭ 46 (+39.39%)
SkeletonMergerCode repository for paper `Skeleton Merger: an Unsupervised Aligned Keypoint Detector`.
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SIGIR2021 ConureOne Person, One Model, One World: Learning Continual User Representation without Forgetting
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FUSIONPyTorch code for NeurIPSW 2020 paper (4th Workshop on Meta-Learning) "Few-Shot Unsupervised Continual Learning through Meta-Examples"
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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
Stars: ✭ 91 (+175.76%)
CondenseNetV2[CVPR 2021] CondenseNet V2: Sparse Feature Reactivation for Deep Networks
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cvpr clvision challengeCVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!
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DeFLOCNetThe official pytorch code of DeFLOCNet: Deep Image Editing via Flexible Low-level Controls (CVPR2021)
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CVPR21 PASSPyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
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DCNetDense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection, CVPR 2021
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AMP-RegularizerCode for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021
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RMNetImplementation of "Efficient Regional Memory Network for Video Object Segmentation". (Xie et al., CVPR 2021)
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RSCD[CVPR2021] Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes
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lecam-ganRegularizing Generative Adversarial Networks under Limited Data (CVPR 2021)
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SGGpoint[CVPR 2021] Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis (official pytorch implementation)
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cvpr-buzz🐝 Explore Trending Papers at CVPR
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TVRTransformation Driven Visual Reasoning - CVPR 2021
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HoHoNet"HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features" official pytorch implementation.
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reproducible-continual-learningContinual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
Stars: ✭ 118 (+257.58%)
Scan2Cap[CVPR 2021] Scan2Cap: Context-aware Dense Captioning in RGB-D Scans
Stars: ✭ 81 (+145.45%)
MetaBIN[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification
Stars: ✭ 58 (+75.76%)
FixBiFixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation (CVPR 2021)
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OCDVAEContinualLearningOpen-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
Stars: ✭ 56 (+69.7%)