FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation Oct 16, 2021 Domain Adaptation
Code Code Available MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining Oct 15, 2021 Data Augmentation Domain Adaptation
Code Code Available Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks Oct 15, 2021 Domain Adaptation
Code Code Available Improving Multi-Party Dialogue Discourse Parsing via Domain Integration Oct 9, 2021 Discourse Parsing Domain Adaptation
Code Code Available Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation Oct 8, 2021 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Oct 7, 2021 Contrastive Learning Domain Adaptation
Code Code Available Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries Oct 6, 2021 Data Augmentation Domain Adaptation
Code Code Available Long-tailed Distribution Adaptation Oct 6, 2021 Domain Adaptation Instance Segmentation
Code Code Available ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods Oct 6, 2021 Conditional Image Generation Domain Adaptation
Code Code Available Decoupled Adaptation for Cross-Domain Object Detection Oct 6, 2021 Domain Adaptation Object
Code Code Available CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Oct 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection Oct 4, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Sep 30, 2021 Activity Recognition Contrastive Learning
Code Code Available Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition Sep 28, 2021 Domain Adaptation image-classification
Code Code Available Learning Kernel-Smoothed Machine Translation with Retrieved Examples Sep 21, 2021 Domain Adaptation Machine Translation
Code Code Available CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling Sep 19, 2021 Denoising Domain Adaptation
Code Code Available Joint Distribution Alignment via Adversarial Learning for Domain Adaptive Object Detection Sep 19, 2021 Domain Adaptation Object
Code Code Available S^3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Sep 18, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection Sep 16, 2021 Domain Adaptation Face Presentation Attack Detection
Code Code Available Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification Sep 16, 2021 Domain Adaptation Hyperspectral Image Classification
Code Code Available Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Sep 14, 2021 Domain Adaptation Machine Translation
Code Code Available Cross-Market Product Recommendation Sep 13, 2021 Domain Adaptation Meta-Learning
Code Code Available CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning Sep 13, 2021 Computed Tomography (CT) Domain Adaptation
Code Code Available Pre-train or Annotate? Domain Adaptation with a Constrained Budget Sep 10, 2021 Domain Adaptation
Code Code Available TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation Sep 10, 2021 Contrastive Learning Domain Adaptation
Code Code Available Efficient Nearest Neighbor Language Models Sep 9, 2021 Domain Adaptation Language Modeling
Code Code Available Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Sep 6, 2021 Domain Adaptation Event-based vision
Code Code Available Dual-Camera Super-Resolution with Aligned Attention Modules Sep 3, 2021 Domain Adaptation Reference-based Super-Resolution
Code Code Available On-target Adaptation Sep 2, 2021 Domain Adaptation
Code Code Available DILBERT: Customized Pre-Training for Domain Adaptation withCategory Shift, with an Application to Aspect Extraction Sep 1, 2021 Aspect Extraction Domain Adaptation
Code Code Available Contrastive Domain Adaptation for Question Answering using Limited Text Corpora Aug 31, 2021 Domain Adaptation Question Answering
Code Code Available Robust Retrieval Augmented Generation for Zero-shot Slot Filling Aug 31, 2021 Domain Adaptation Few-Shot Learning
Code Code Available Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection Aug 30, 2021 Domain Adaptation Generative Adversarial Network
Code Code Available Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images Aug 28, 2021 Domain Adaptation Road Segmentation
Code Code Available Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Aug 28, 2021 Data Augmentation Depth Estimation
Code Code Available Cross-category Video Highlight Detection via Set-based Learning Aug 26, 2021 Domain Adaptation Highlight Detection
Code Code Available Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Aug 25, 2021 Domain Adaptation Domain Generalization
Code Code Available Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Aug 24, 2021 Domain Adaptation image-classification
Code Code Available Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark Aug 24, 2021 Domain Adaptation Meta-Learning
Code Code Available Improving Mini-batch Optimal Transport via Partial Transportation Aug 22, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection Aug 20, 2021 Domain Adaptation Self-Supervised Learning
Code Code Available Exploring Data Aggregation and Transformations to Generalize across Visual Domains Aug 20, 2021 Data Augmentation Domain Adaptation
Code Code Available Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds Aug 20, 2021 Domain Adaptation Point Cloud Classification
Code Code Available How Hateful are Movies? A Study and Prediction on Movie Subtitles Aug 19, 2021 Domain Adaptation Transfer Learning
Code Code Available Multi-Anchor Active Domain Adaptation for Semantic Segmentation Aug 18, 2021 Active Learning Domain Adaptation
Code Code Available PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation Aug 16, 2021 Domain Adaptation object-detection
Code Code Available Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation Aug 16, 2021 Domain Adaptation Segmentation
Code Code Available Federated Adversarial Debiasing for Fair and Transferable Representations Aug 14, 2021 Domain Adaptation Federated Learning
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