conftrace_
← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8,656 papers

Papers per year

Papers

Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation NIPS 2024
Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NIPS 2024
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models NIPS 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NIPS 2024
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography NIPS 2024
Multilingual Diversity Improves Vision-Language Representations NIPS 2024
Collaborative Refining for Learning from Inaccurate Labels NIPS 2024
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization NIPS 2024
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation NIPS 2024
LiT: Unifying LiDAR "Languages" with LiDAR Translator NIPS 2024
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation NIPS 2024
Learning from Highly Sparse Spatio-temporal Data NIPS 2024
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment NIPS 2024
Computerized Adaptive Testing via Collaborative Ranking NIPS 2024
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models NIPS 2024
LucidAction: A Hierarchical and Multi-model Dataset for Comprehensive Action Quality Assessment NIPS 2024
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning NIPS 2024
AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models NIPS 2024
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data NIPS 2024
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need NIPS 2024
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting NIPS 2024
Boosting Transferability and Discriminability for Time Series Domain Adaptation NIPS 2024
HYDRA: Model Factorization Framework for Black-Box LLM Personalization NIPS 2024
UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior NIPS 2024
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion NIPS 2024