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Domain Adaptation

8,656 papers

Papers per year

Papers

Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection NIPS 2024
Navigating Chemical Space with Latent Flows NIPS 2024
MmCows: A Multimodal Dataset for Dairy Cattle Monitoring NIPS 2024
Breaking Semantic Artifacts for Generalized AI-generated Image Detection NIPS 2024
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe NIPS 2024
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization NIPS 2024
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction NIPS 2024
Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images NIPS 2024
Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets NIPS 2024
LaSCal: Label-Shift Calibration without target labels NIPS 2024
Deep Correlated Prompting for Visual Recognition with Missing Modalities NIPS 2024
ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models NIPS 2024
BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping NIPS 2024
Optimal Classification under Performative Distribution Shift NIPS 2024
IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS NIPS 2024
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors NIPS 2024
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach NIPS 2024
Multi-Agent Domain Calibration with a Handful of Offline Data NIPS 2024
Indoor Air Quality Dataset with Activities of Daily Living in Low to Middle-income Communities NIPS 2024
LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction NIPS 2024
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction NIPS 2024
Adaptive Domain Learning for Cross-domain Image Denoising NIPS 2024
Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data NIPS 2024
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning NIPS 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift NIPS 2024