Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis Jun 17, 2021 Diagnostic Domain Adaptation
Code Code Available Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation Jun 16, 2021 Domain Adaptation Machine Translation
Code Code Available Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification Jun 16, 2021 Classification Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Jun 16, 2021 Cardiac Segmentation Domain Adaptation
— Unverified ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling Jun 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Domain Adaptive SiamRPN++ for Object Tracking in the Wild Jun 15, 2021 Domain Adaptation Object
— Unverified Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation Jun 15, 2021 Domain Adaptation Heart Segmentation
— Unverified Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit Jun 14, 2021 Active Learning Binary Classification
— Unverified KL Guided Domain Adaptation Jun 14, 2021 Domain Adaptation
Code Code Available Overcoming Domain Mismatch in Low Resource Sequence-to-Sequence ASR Models using Hybrid Generated Pseudotranscripts Jun 14, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Dynamic Gradient Aggregation for Federated Domain Adaptation Jun 14, 2021 Domain Adaptation Federated Learning
— Unverified Graph Domain Adaptation: A Generative View Jun 14, 2021 Disentanglement Domain Adaptation
— Unverified Attention-based Domain Adaptation for Single Stage Detectors Jun 14, 2021 Domain Adaptation
— Unverified Self-training Guided Adversarial Domain Adaptation For Thermal Imagery Jun 14, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Provable Adaptation across Multiway Domains via Representation Learning Jun 12, 2021 Domain Adaptation Representation Learning
— Unverified Cross-Subject Domain Adaptation for Classifying Working Memory Load with Multi-Frame EEG Images Jun 12, 2021 Domain Adaptation EEG
— Unverified Break-It-Fix-It: Unsupervised Learning for Program Repair Jun 11, 2021 C++ code Code Repair
Code Code Available Spectral Unsupervised Domain Adaptation for Visual Recognition Jun 11, 2021 Domain Adaptation image-classification
— Unverified KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation Jun 11, 2021 Domain Adaptation Segmentation
Code Code Available TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation Jun 11, 2021 Domain Adaptation
Code Code Available Gradual Domain Adaptation in the Wild:When Intermediate Distributions are Absent Jun 10, 2021 Domain Adaptation
Code Code Available Linguistically Informed Masking for Representation Learning in the Patent Domain Jun 10, 2021 Domain Adaptation Information Retrieval
Code Code Available Domain Transformer: Predicting Samples of Unseen, Future Domains Jun 10, 2021 Domain Adaptation
Code Code Available AFAN: Augmented Feature Alignment Network for Cross-Domain Object Detection Jun 10, 2021 Domain Adaptation Image Generation
— Unverified Cross-domain Contrastive Learning for Unsupervised Domain Adaptation Jun 10, 2021 Clustering Contrastive Learning
Code Code Available Spot the Difference: Detection of Topological Changes via Geometric Alignment Jun 9, 2021 Anomaly Detection Domain Adaptation
Code Code Available Neural Supervised Domain Adaptation by Augmenting Pre-trained Models with Random Units Jun 9, 2021 Chunking Domain Adaptation
— Unverified Taxonomy of Machine Learning Safety: A Survey and Primer Jun 9, 2021 Autonomous Vehicles BIG-bench Machine Learning
— Unverified Predicting the Success of Domain Adaptation in Text Similarity Jun 8, 2021 Descriptive Domain Adaptation
— Unverified AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation Jun 8, 2021 Domain Adaptation Domain Generalization
Code Code Available Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation Jun 8, 2021 Clustering Domain Adaptation
Code Code Available SIGTYP 2021 Shared Task: Robust Spoken Language Identification Jun 7, 2021 Domain Adaptation Language Identification
— Unverified Frustratingly Easy Uncertainty Estimation for Distribution Shift Jun 7, 2021 Domain Adaptation image-classification
— Unverified Multi-Target Domain Adaptation with Collaborative Consistency Learning Jun 7, 2021 Domain Adaptation Multi-target Domain Adaptation
— Unverified Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection Jun 7, 2021 Domain Adaptation Meta-Learning
Code Code Available Source-Free Open Compound Domain Adaptation in Semantic Segmentation Jun 7, 2021 Domain Adaptation Domain Generalization
Code Code Available Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jun 5, 2021 Contrastive Learning Domain Adaptation
Code Code Available Semi-Supervised Domain Adaptation via Adaptive and Progressive Feature Alignment Jun 5, 2021 Domain Adaptation image-classification
— Unverified RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jun 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Consensus Clustering for Universal Domain Adaptation Jun 5, 2021 Clustering Domain Adaptation
Code Code Available Self-Supervised Learning of Domain Invariant Features for Depth Estimation Jun 4, 2021 Depth Estimation Domain Adaptation
— Unverified A Survey on Deep Domain Adaptation for LiDAR Perception Jun 4, 2021 Domain Adaptation Survey
— Unverified A Survey on Optimal Transport for Machine Learning: Theory and Applications Jun 3, 2021 BIG-bench Machine Learning Domain Adaptation
— Unverified Generalized Domain Adaptation Jun 3, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Why be adversarial? Let's cooperate!: Cooperative Dataset Alignment via JSD Upper Bound Jun 2, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptation for Facial Expression Classifier via Domain Discrimination and Gradient Reversal Jun 2, 2021 Domain Adaptation Facial Expression Recognition
— Unverified Multiscale Domain Adaptive YOLO for Cross-Domain Object Detection Jun 2, 2021 Autonomous Driving Domain Adaptation
Code Code Available BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA Jun 1, 2021 Domain Adaptation Relation Extraction
Code Code Available 