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Domain Adaptation

8,656 papers

Papers per year

Papers

Near-Optimal Linear Regression under Distribution Shift ICML 2021
Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability ICML 2021
Making transport more robust and interpretable by moving data through a small number of anchor points ICML 2021
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners ICML 2021
Differentially Private Sliced Wasserstein Distance ICML 2021
Cross-domain Imitation from Observations ICML 2021
Aggregating From Multiple Target-Shifted Sources ICML 2021
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts ICML 2021
Conservative Objective Models for Effective Offline Model-Based Optimization ICML 2021
Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach ICML 2021
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings ICML 2021
Delving into Deep Imbalanced Regression ICML 2021
Examining and Combating Spurious Features under Distribution Shift ICML 2021
AgeFlow: Conditional Age Progression and Regression with Normalizing Flows IJCAI 2021
Text-based Person Search via Multi-Granularity Embedding Learning IJCAI 2021
Deep Unified Cross-Modality Hashing by Pairwise Data Alignment IJCAI 2021
Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval IJCAI 2021
Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain IJCAI 2021
Hierarchical Self-supervised Augmented Knowledge Distillation IJCAI 2021
AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction IJCAI 2021
DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation IJCAI 2021
Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021
Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 2021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport IJCAI 2021
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes IJCAI 2021