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domain adaptation

4595 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora ACL 2021
Using Confidential Data for Domain Adaptation of Neural Machine Translation NAACL 2021
Self-Supervised Real-to-Sim Scene Generation ICCV 2021
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces NAACL 2021
Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation NAACL 2021
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding NAACL 2021
Near-Optimal Linear Regression under Distribution Shift ICML 2021
Effectiveness of Pre-training for Few-shot Intent Classification EMNLP 2021
ODIST: Open World Classification via Distributionally Shifted Instances EMNLP 2021
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks NAACL 2021
Environment Inference for Invariant Learning ICML 2021
Silent versus Modal Multi-Speaker Speech Recognition from Ultrasound and Video INTERSPEECH 2021
BIT’s system for AutoSimulTrans2021 NAACL 2021
Improving Text Auto-Completion with Next Phrase Prediction EMNLP 2021
Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience NIPS 2021
Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment NIPS 2021
Low-Fidelity Video Encoder Optimization for Temporal Action Localization NIPS 2021
Pareto Domain Adaptation NIPS 2021
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport NIPS 2021
The balancing principle for parameter choice in distance-regularized domain adaptation NIPS 2021
TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation NIPS 2021
Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training NIPS 2021
SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection NIPS 2021
Cycle Self-Training for Domain Adaptation NIPS 2021
Universal Semi-Supervised Learning NIPS 2021