Easy Transfer Learning By Exploiting Intra-domain Structures Apr 2, 2019 Computational Efficiency Domain Adaptation
— Unverified CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification Apr 2, 2019 Clustering Domain Adaptation
— Unverified Looking back at Labels: A Class based Domain Adaptation Technique Apr 2, 2019 Domain Adaptation Image Classification
Code Code Available A Strong Baseline for Domain Adaptation and Generalization in Medical Imaging Apr 2, 2019 Domain Adaptation Multi-target Domain Adaptation
— Unverified Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation Apr 1, 2019 Domain Adaptation image-classification
— Unverified Domain Adaptation for Low-Resource Neural Semantic Parsing Apr 1, 2019 Domain Adaptation Semantic Parsing
— Unverified Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks Apr 1, 2019 Domain Adaptation Time Series
— Unverified Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods Mar 27, 2019 Domain Adaptation Representation Learning
— Unverified Hierarchical Attention Generative Adversarial Networks for Cross-domain Sentiment Classification Mar 27, 2019 Classification Domain Adaptation
— Unverified Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration Mar 27, 2019 Domain Adaptation General Classification
— Unverified Pix2Vex: Image-to-Geometry Reconstruction using a Smooth Differentiable Renderer Mar 26, 2019 3D geometry 3D Object Reconstruction
— Unverified RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems Mar 26, 2019 Domain Adaptation Recommendation Systems
— Unverified All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation Mar 26, 2019 All Domain Adaptation
Code Code Available Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation Mar 25, 2019 Domain Adaptation Transfer Learning
Code Code Available Accelerating Deep Unsupervised Domain Adaptation with Transfer Channel Pruning Mar 25, 2019 Domain Adaptation Transfer Learning
— Unverified Unconstrained Facial Action Unit Detection via Latent Feature Domain Mar 25, 2019 Action Unit Detection Domain Adaptation
Code Code Available Enhanced Transfer Learning with ImageNet Trained Classification Layer Mar 25, 2019 Classification Domain Adaptation
— Unverified Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition Mar 25, 2019 Domain Adaptation domain classification
Code Code Available Cluster Alignment with a Teacher for Unsupervised Domain Adaptation Mar 24, 2019 Clustering Domain Adaptation
Code Code Available Few-shot Adaptive Faster R-CNN Mar 22, 2019 Domain Adaptation object-detection
— Unverified Regularized Learning for Domain Adaptation under Label Shifts Mar 22, 2019 Domain Adaptation
Code Code Available Multi-Domain Adversarial Learning Mar 21, 2019 Domain Adaptation
Code Code Available Cross Domain Knowledge Transfer for Unsupervised Vehicle Re-identification Mar 19, 2019 Domain Adaptation Generative Adversarial Network
— Unverified Domain adaptation for holistic skin detection Mar 16, 2019 Domain Adaptation Transfer Learning
— Unverified On Target Shift in Adversarial Domain Adaptation Mar 15, 2019 Domain Adaptation
— Unverified Zero-shot Domain Adaptation Based on Attribute Information Mar 13, 2019 Attribute Domain Adaptation
— Unverified Learning Condensed and Aligned Features for Unsupervised Domain Adaptation Using Label Propagation Mar 12, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Mar 10, 2019 Domain Adaptation General Classification
Code Code Available Recovery Bounds on Class-Based Optimal Transport: A Sum-of-Norms Regularization Framework Mar 9, 2019 Domain Adaptation
— Unverified Support and Invertibility in Domain-Invariant Representations Mar 8, 2019 Domain Adaptation Generalization Bounds
— Unverified Learning from Synthetic Data for Crowd Counting in the Wild Mar 8, 2019 Crowd Counting Domain Adaptation
— Unverified Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss Mar 7, 2019 Domain Adaptation General Classification
Code Code Available Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment Mar 5, 2019 Domain Adaptation
— Unverified Unsupervised Domain Adaptation Learning Algorithm for RGB-D Staircase Recognition Mar 4, 2019 Domain Adaptation General Classification
— Unverified Visual-based Autonomous Driving Deployment from a Stochastic and Uncertainty-aware Perspective Mar 3, 2019 Autonomous Driving Domain Adaptation
Code Code Available Automatic microscopic cell counting by use of unsupervised adversarial domain adaptation and supervised density regression Mar 1, 2019 Automatic Cell Counting Domain Adaptation
— Unverified Unsupervised Tracklet Person Re-Identification Mar 1, 2019 Benchmarking Domain Adaptation
Code Code Available Non-Parametric Adaptation for Neural Machine Translation Feb 28, 2019 Domain Adaptation Machine Translation
— Unverified Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion Mining Feb 27, 2019 Domain Adaptation General Classification
Code Code Available Robust and Subject-Independent Driving Manoeuvre Anticipation through Domain-Adversarial Recurrent Neural Networks Feb 26, 2019 Domain Adaptation Time Series
Code Code Available Channel adversarial training for cross-channel text-independent speaker recognition Feb 25, 2019 Domain Adaptation Speaker Recognition
— Unverified Joint Multi-Domain Learning for Automatic Short Answer Grading Feb 25, 2019 automatic short answer grading Benchmarking
— Unverified Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach Feb 23, 2019 Domain Adaptation Gaussian Processes
Code Code Available Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation Feb 20, 2019 Domain Adaptation Segmentation
— Unverified Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks Feb 17, 2019 Decoder Domain Adaptation
— Unverified Learning to see across Domains and Modalities Feb 13, 2019 Domain Adaptation image-classification
— Unverified Cost-Effective Incentive Allocation via Structured Counterfactual Inference Feb 7, 2019 counterfactual Counterfactual Inference
— Unverified Adversarial Domain Adaptation for Stance Detection Feb 6, 2019 Domain Adaptation Fact Checking
— Unverified On L_2-consistency of nearest neighbor matching Feb 6, 2019 Causal Inference Domain Adaptation
— Unverified Multi-Task Deep Neural Networks for Natural Language Understanding Jan 31, 2019 Domain Adaptation Language Modeling
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