PyTorch PyTorch-based Neural Radiance Fields adapted to satellite domain PyTorch-based Neural Radiance Fields adapted to satellite domain 18 February 2022
Django Django server-side adapter for Inertia.js Django server-side adapter for Inertia.js 13 February 2022
Transformer No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models (ICLR 2022) No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models (ICLR 2022) 10 February 2022
mapping Mapping conditional distributions for domain adaptation under generalized target shift Mapping conditional distributions for domain adaptation under generalized target shift 04 February 2022
Machine Learning Domain adaptation in real-time semantic segmentation. Project for the course Advanced Machine Learning Domain adaptation in real-time semantic segmentation. Project for the course Advanced Machine Learning 03 February 2022
Domain STEM: An approach to Multi-source Domain Adaptation with Guarantees STEM: An approach to Multi-source Domain Adaptation with Guarantees 25 January 2022
Segmentation Retinal Vessel Segmentation with Pixel-wise Adaptive Filters (ISBI 2022) Retinal Vessel Segmentation with Pixel-wise Adaptive Filters (ISBI 2022) 12 January 2022
Optimization A Momentumized, Adaptive, Dual Averaged Gradient Method for Stochastic Optimization A Momentumized, Adaptive, Dual Averaged Gradient Method for Stochastic Optimization 27 December 2021
Domain The official implementation of CoMix (NeurIPS 2021) The official implementation of CoMix (NeurIPS 2021) 26 December 2021
Video Codes for the paper Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing Codes for the paper Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing 24 December 2021
Remote LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation 24 December 2021
Adaptation Self-Adaptable Point Processes with Nonparametric Time Decays Self-Adaptable Point Processes with Nonparametric Time Decays 22 December 2021
Images Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions 21 December 2021
Frequency Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection 18 December 2021
Adaptation A minimal Conformer ASR implementation adapted from ESPnet A minimal Conformer ASR implementation adapted from ESPnet 18 December 2021
Domain CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation 17 December 2021
Neural Network Geological Modeling Using 3D Pixel-Adaptive and Deformable Convolutional Neural Network Geological Modeling Using 3D Pixel-Adaptive and Deformable Convolutional Neural Network 15 December 2021
Domain Cycle Consistent Adversarial Domain Adaptation (CyCADA) Cycle Consistent Adversarial Domain Adaptation (CyCADA) 12 December 2021
Semi-supervised Implementation of Semi-supervised Domain Adaptive Structure Learning Implementation of Semi-supervised Domain Adaptive Structure Learning 04 December 2021
Domain Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency 03 December 2021
Labels Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-identification Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-identification 29 November 2021
Transformer TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation 27 November 2021
Self-Supervised Self-Supervised Policy Adaptation during Deployment Self-Supervised Policy Adaptation during Deployment 26 November 2021
App A Python/Ursina version of the Real Drum app (android) A Python/Ursina version of the Real Drum app (android) 24 November 2021
PostgreSQL PostgreSQL database adapter for the Python programming language PostgreSQL database adapter for the Python programming language 21 November 2021
Adaptation Chainlink Python Serverless External Adapter Template Chainlink Python Serverless External Adapter Template 18 November 2021
Humans Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation 06 November 2021
Deep Learning LAMDA: Label Matching Deep Domain Adaptation LAMDA: Label Matching Deep Domain Adaptation 30 October 2021
Robust RoMA: Robust Model Adaptation for Offline Model-based Optimization RoMA: Robust Model Adaptation for Offline Model-based Optimization 27 October 2021
Adaptation MAPS: Multiresolution Adaptive Parameterization of Surfaces MAPS: Multiresolution Adaptive Parameterization of Surfaces 26 October 2021
Domain Cycle Self-Training for Domain Adaptation Cycle Self-Training for Domain Adaptation 23 October 2021
Deep Learning A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation 22 October 2021
Generator AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation 22 October 2021
PyTorch Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning 21 October 2021
Optimization FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation 20 October 2021
Domain Submodular Subset Selection for Active Domain Adaptation Submodular Subset Selection for Active Domain Adaptation 18 October 2021
Adaptation An adaptive hierarchical energy management strategy for hybrid electric vehicles An adaptive hierarchical energy management strategy for hybrid electric vehicles 18 October 2021
Machine Learning Dual Adaptive Sampling for Machine Learning Interatomic potential Dual Adaptive Sampling for Machine Learning Interatomic potential 12 October 2021
Domain Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation 06 October 2021
PyTorch NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch 04 October 2021
Keras Keras implementation of Normalizer-Free Networks and SGD - Adaptive Gradient Clipping Keras implementation of Normalizer-Free Networks and SGD - Adaptive Gradient Clipping 04 October 2021
FastAPI FastAPI Users: Database adapter for Deta Base FastAPI Users: Database adapter for Deta Base 01 October 2021
Deep Learning Four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31 Four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31 01 October 2021
Attack Ad2Attack: Adaptive Adversarial Attack for Real-Time UAV Tracking Ad2Attack: Adaptive Adversarial Attack for Real-Time UAV Tracking 28 September 2021
Attention Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation 26 September 2021
Semi-supervised Semi-supervised Domain Adaptation via Minimax Entropy Semi-supervised Domain Adaptation via Minimax Entropy 26 September 2021
PyTorch Riemannian Adaptive Optimization Methods with pytorch optim Riemannian Adaptive Optimization Methods with pytorch optim 26 September 2021
Adaptation On the Variance of the Adaptive Learning Rate and Beyond On the Variance of the Adaptive Learning Rate and Beyond 26 September 2021