Transformer AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition 07 August 2022
Domain ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation 31 July 2022
Adaptation Efficient Test-Time Model Adaptation without Forgetting Efficient Test-Time Model Adaptation without Forgetting 27 July 2022
Transformer Vision Transformer Adapter for Dense Predictions Vision Transformer Adapter for Dense Predictions 27 July 2022
Adaptation Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors 27 July 2022
Adaptation GAN inversion and editing with spatially-adaptive multiple latent layers GAN inversion and editing with spatially-adaptive multiple latent layers 23 June 2022
Adaptation Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering 22 June 2022
Adaptation Visualize CPython 3.11's specializing, adaptive interpreter Visualize CPython 3.11's specializing, adaptive interpreter 22 June 2022
Adaptation Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation 31 March 2022
Adaptation Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution 30 March 2022
Domain Unsupervised Domain Adaptation for Nighttime Aerial Tracking Unsupervised Domain Adaptation for Nighttime Aerial Tracking 23 March 2022
Domain Official implementation of AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data Official implementation of AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data 23 March 2022
Transformer Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation 22 March 2022
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