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Domain Adaptation

8,656 papers

Papers per year

Papers

Nearest Neighbor Sampling for Covariate Shift Adaptation JMLR 2024
Adapting image-based RL policies via predicted rewards L4DC 2024
Learning and deploying robust locomotion policies with minimal dynamics randomization L4DC 2024
In vivo learning-based control of microbial populations density in bioreactors L4DC 2024
Stable modular control via contraction theory for reinforcement learning L4DC 2024
Physically consistent modeling & identification of nonlinear friction with dissipative Gaussian processes L4DC 2024
Multi-agent coverage control with transient behavior consideration L4DC 2024
Data-driven simulator for mechanical circulatory support with domain adversarial neural process L4DC 2024
DC4L: Distribution shift recovery via data-driven control for deep learning models L4DC 2024
Hamiltonian GAN L4DC 2024
Adversarial Diffusion Model for Domain-Adaptive Depth Estimation in Bronchoscopic Navigation MICCAI 2024
PILOT: Legal Case Outcome Prediction with Case Law NAACL 2024
MSciNLI: A Diverse Benchmark for Scientific Natural Language Inference NAACL 2024
Fact Checking Beyond Training Set NAACL 2024
Elote, Choclo and Mazorca: on the Varieties of Spanish NAACL 2024
Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization NAACL 2024
ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection NAACL 2024
Prompt-Singer: Controllable Singing-Voice-Synthesis with Natural Language Prompt NAACL 2024
Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER NAACL 2024
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models NAACL 2024
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding NAACL 2024
AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages NAACL 2024
CMB: A Comprehensive Medical Benchmark in Chinese NAACL 2024
Effective Large Language Model Adaptation for Improved Grounding and Citation Generation NAACL 2024
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models NAACL 2024