CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection Jun 21, 2021 Benchmarking Domain Adaptation
Code Code Available Keypoint-Graph-Driven Learning Framework for Object Pose Estimation Jun 19, 2021 6D Pose Estimation Domain Adaptation
— Unverified Spatio-temporal Contrastive Domain Adaptation for Action Recognition Jun 19, 2021 Action Recognition Contrastive Learning
— Unverified Transferable Query Selection for Active Domain Adaptation Jun 19, 2021 Active Learning Diversity
— Unverified Uncertainty Reduction for Model Adaptation in Semantic Segmentation Jun 19, 2021 Domain Adaptation model
— Unverified Partial Feature Selection and Alignment for Multi-Source Domain Adaptation Jun 19, 2021 Domain Adaptation feature selection
— Unverified Adversarial Invariant Learning Jun 19, 2021 Domain Adaptation Domain Generalization
Code Code Available On the Effectiveness of Poisoning against Unsupervised Domain Adaptation Jun 18, 2021 Data Poisoning Domain Adaptation
— Unverified Cross-hospital Sepsis Early Detection via Semi-supervised Optimal Transport with Self-paced Ensemble Jun 18, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization Jun 18, 2021 Domain Adaptation Multi-Task Learning
— Unverified EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021: Team M3EM Technical Report Jun 18, 2021 Action Recognition Domain Adaptation
— Unverified Gradual Domain Adaptation via Self-Training of Auxiliary Models Jun 18, 2021 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Jun 16, 2021 Cardiac Segmentation Domain Adaptation
— Unverified Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification Jun 16, 2021 Classification Domain Adaptation
— Unverified Domain Adaptive SiamRPN++ for Object Tracking in the Wild Jun 15, 2021 Domain Adaptation Object
— 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 Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation Jun 15, 2021 Domain Adaptation Heart Segmentation
— Unverified Dynamic Gradient Aggregation for Federated Domain Adaptation Jun 14, 2021 Domain Adaptation Federated Learning
— Unverified Attention-based Domain Adaptation for Single Stage Detectors Jun 14, 2021 Domain Adaptation
— Unverified Graph Domain Adaptation: A Generative View Jun 14, 2021 Disentanglement Domain Adaptation
— Unverified 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 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 Cross-Subject Domain Adaptation for Classifying Working Memory Load with Multi-Frame EEG Images Jun 12, 2021 Domain Adaptation EEG
— Unverified Provable Adaptation across Multiway Domains via Representation Learning Jun 12, 2021 Domain Adaptation Representation Learning
— 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 Spectral Unsupervised Domain Adaptation for Visual Recognition Jun 11, 2021 Domain Adaptation image-classification
— Unverified Domain Transformer: Predicting Samples of Unseen, Future Domains 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 Gradual Domain Adaptation in the Wild:When Intermediate Distributions are Absent 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 Taxonomy of Machine Learning Safety: A Survey and Primer Jun 9, 2021 Autonomous Vehicles BIG-bench Machine Learning
— Unverified Neural Supervised Domain Adaptation by Augmenting Pre-trained Models with Random Units Jun 9, 2021 Chunking Domain Adaptation
— Unverified Spot the Difference: Detection of Topological Changes via Geometric Alignment Jun 9, 2021 Anomaly Detection Domain Adaptation
Code Code Available Predicting the Success of Domain Adaptation in Text Similarity Jun 8, 2021 Descriptive Domain Adaptation
— Unverified Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation Jun 8, 2021 Domain Adaptation Domain Generalization
Code Code Available Frustratingly Easy Uncertainty Estimation for Distribution Shift Jun 7, 2021 Domain Adaptation image-classification
— Unverified SIGTYP 2021 Shared Task: Robust Spoken Language Identification Jun 7, 2021 Domain Adaptation Language Identification
— Unverified Multi-Target Domain Adaptation with Collaborative Consistency Learning Jun 7, 2021 Domain Adaptation Multi-target Domain Adaptation
— Unverified Semi-Supervised Domain Adaptation via Adaptive and Progressive Feature Alignment Jun 5, 2021 Domain Adaptation image-classification
— Unverified Domain Consensus Clustering for Universal Domain Adaptation Jun 5, 2021 Clustering Domain Adaptation
Code Code Available A Survey on Deep Domain Adaptation for LiDAR Perception Jun 4, 2021 Domain Adaptation Survey
— Unverified Self-Supervised Learning of Domain Invariant Features for Depth Estimation Jun 4, 2021 Depth Estimation Domain Adaptation
— 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 Using Confidential Data for Domain Adaptation of Neural Machine Translation Jun 1, 2021 Domain Adaptation Machine Translation
Code Code Available Semi-supervised Models are Strong Unsupervised Domain Adaptation Learners Jun 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 