Generalized Domain Adaptation with Covariate and Label Shift CO-ALignment Sep 25, 2019 Domain Adaptation Transfer Learning
— Unverified Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation Sep 25, 2019 Domain Adaptation Image Segmentation
— Unverified Transfer Alignment Network for Double Blind Unsupervised Domain Adaptation Sep 25, 2019 Domain Adaptation Transfer Learning
— Unverified An Empirical and Comparative Analysis of Data Valuation with Scalable Algorithms Sep 25, 2019 Data Summarization Data Valuation
— Unverified Distribution Matching Prototypical Network for Unsupervised Domain Adaptation Sep 25, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain-Invariant Representations: A Look on Compression and Weights Sep 25, 2019 Domain Adaptation
— Unverified Domain-invariant Learning using Adaptive Filter Decomposition Sep 25, 2019 Domain Adaptation
— Unverified Unsupervised domain adaptation with imputation Sep 25, 2019 Classification Domain Adaptation
— Unverified Zero-Shot Policy Transfer with Disentangled Attention Sep 25, 2019 Deep Reinforcement Learning Domain Adaptation
— Unverified Adversarial Inductive Transfer Learning with input and output space adaptation Sep 25, 2019 Domain Adaptation Multi-Task Learning
— Unverified Matching Embeddings for Domain Adaptation Sep 25, 2019 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Multi-Step Decentralized Domain Adaptation Sep 25, 2019 Domain Adaptation Privacy Preserving
— Unverified Data Valuation using Reinforcement Learning Sep 25, 2019 Data Valuation Domain Adaptation
Code Code Available Domain Adaptation via Low-Rank Basis Approximation Sep 25, 2019 Domain Adaptation
— Unverified Synthetic Data for Deep Learning Sep 25, 2019 Autonomous Driving Deep Learning
— Unverified Wildly Unsupervised Domain Adaptation and Its Powerful and Efficient Solution Sep 25, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Hope For The Best But Prepare For The Worst: Cautious Adaptation In RL Agents Sep 25, 2019 Domain Adaptation Meta Reinforcement Learning
— Unverified Restyling Data: Application to Unsupervised Domain Adaptation Sep 24, 2019 Domain Adaptation Style Transfer
— Unverified KnowBias: Detecting Political Polarity in Long Text Content Sep 22, 2019 Articles Domain Adaptation
— Unverified Forward-Backward Splitting for Optimal Transport based Problems Sep 20, 2019 Domain Adaptation
— Unverified Simple, Scalable Adaptation for Neural Machine Translation Sep 18, 2019 Domain Adaptation Machine Translation
— Unverified Wasserstein Distance Based Domain Adaptation for Object Detection Sep 18, 2019 Domain Adaptation Object
— Unverified Transfer Learning with Dynamic Adversarial Adaptation Network Sep 18, 2019 Domain Adaptation Transfer Learning
— Unverified Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis Sep 18, 2019 Domain Adaptation Representation Learning
— Unverified Transferable Feature Representation for Visible-to-Infrared Cross-Dataset Human Action Recognition Sep 18, 2019 Action Recognition Domain Adaptation
— Unverified Using Latent Codes for Class Imbalance Problem in Unsupervised Domain Adaptation Sep 17, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Multi-Task Learning for Automotive Foggy Scene Understanding via Domain Adaptation to an Illumination-Invariant Representation Sep 17, 2019 Decoder Domain Adaptation
— Unverified Cycle-consistent Conditional Adversarial Transfer Networks Sep 17, 2019 Domain Adaptation Transfer Learning
Code Code Available Transfer Learning with Dynamic Distribution Adaptation Sep 17, 2019 Domain Adaptation image-classification
— Unverified Meta Reinforcement Learning for Sim-to-real Domain Adaptation Sep 16, 2019 Domain Adaptation Meta-Learning
— Unverified LRS-DAG: Low Resource Supervised Domain Adaptation with Generalization Across Domains Sep 15, 2019 Domain Adaptation
— Unverified End-to-End Neural Speaker Diarization with Permutation-Free Objectives Sep 12, 2019 Clustering Domain Adaptation
— Unverified Contrastively Smoothed Class Alignment for Unsupervised Domain Adaptation Sep 11, 2019 Domain Adaptation domain classification
— Unverified Domain Aggregation Networks for Multi-Source Domain Adaptation Sep 11, 2019 Domain Adaptation Sentiment Analysis
— Unverified Attention-Aware Age-Agnostic Visual Place Recognition Sep 11, 2019 Domain Adaptation Image Retrieval
— Unverified Adaptive Wasserstein Hourglass for Weakly Supervised Hand Pose Estimation from Monocular RGB Sep 11, 2019 3D Hand Pose Estimation Domain Adaptation
— Unverified Structure-Attentioned Memory Network for Monocular Depth Estimation Sep 10, 2019 Depth Estimation Domain Adaptation
— Unverified Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation Sep 10, 2019 Diversity Domain Adaptation
— Unverified On the Evaluation and Real-World Usage Scenarios of Deep Vessel Segmentation for Retinography Sep 9, 2019 Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Depth Prediction from Images Sep 9, 2019 Depth Estimation Depth Prediction
Code Code Available CUDA: Contradistinguisher for Unsupervised Domain Adaptation Sep 8, 2019 Domain Adaptation domain classification
Code Code Available Cross Domain Image Matching in Presence of Outliers Sep 8, 2019 Domain Adaptation Outlier Detection
— Unverified Open Compound Domain Adaptation Sep 8, 2019 Domain Adaptation Facial Expression Recognition
— Unverified Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback Sep 8, 2019 Domain Adaptation Meta-Learning
Code Code Available Abductive Reasoning as Self-Supervision for Common Sense Question Answering Sep 6, 2019 Common Sense Reasoning Domain Adaptation
— Unverified Multi-layer Domain Adaptation for Deep Convolutional Networks Sep 5, 2019 Domain Adaptation Multi-class Classification
— Unverified Intensity augmentation for domain transfer of whole breast segmentation in MRI Sep 5, 2019 Domain Adaptation Segmentation
— Unverified Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification Sep 4, 2019 Acoustic Scene Classification BIG-bench Machine Learning
Code Code Available Beyond Photo Realism for Domain Adaptation from Synthetic Data Sep 4, 2019 Denoising Domain Adaptation
— Unverified Graph Transfer Learning via Adversarial Domain Adaptation with Graph Convolution Sep 4, 2019 Domain Adaptation General Classification
Code Code Available 