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Papers
Task Transfer and Domain Adaptation for Zero-Shot Question Answering
NAACL 2022
Test Time Adaptation via Conjugate Pseudo-labels
NeurIPS 2022
Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing
ICML 2022
Test-Time Training with Masked Autoencoders
NeurIPS 2022
Text-Only Domain Adaptation Based on Intermediate CTC
Interspeech 2022
Text Simplification for Legal Domain: Insights and Challenges
EMNLP 2022
The challenges of temporal alignment on Twitter during crises
EMNLP 2022
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error
ACL 2022
The HCCL System for the NIST SRE21
Interspeech 2022
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization
CVPR 2022
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift
NeurIPS 2022
The SPECTRANS System Description for the WMT22 Biomedical Task
EMNLP 2022
The Trade-offs of Domain Adaptation for Neural Language Models
ACL 2022
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control
ICML 2022
Time Waits for No One! Analysis and Challenges of Temporal Misalignment
NAACL 2022
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation
EMNLP 2022
To Miss-Attend Is to Misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors
WACV 2022
Toward learning human-aligned cross-domain robust models by countering misaligned features
UAI 2022
Toward Practical Monocular Indoor Depth Estimation
CVPR 2022
Towards Cross-Domain Transferability of Text Generation Models for Legal Text
EMNLP 2022
Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks
NeurIPS 2022
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation
CVPR 2022
Towards Generalizeable Semantic Product Search by Text Similarity Pre-training on Search Click Logs
ACL 2022
Towards Improving Calibration in Object Detection Under Domain Shift
NeurIPS 2022
Towards Low-Cost and Efficient Malaria Detection
CVPR 2022