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Domain Adaptation

8,656 papers

Papers per year

Papers

Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations NIPS 2024
Fine-grained Control of Generative Data Augmentation in IoT Sensing NIPS 2024
Geodesic Optimization for Predictive Shift Adaptation on EEG data NIPS 2024
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation NIPS 2024
ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence NIPS 2024
Bridge the Modality and Capability Gaps in Vision-Language Model Selection NIPS 2024
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition NIPS 2024
AUC Maximization under Positive Distribution Shift NIPS 2024
What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NIPS 2024
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network NIPS 2024
Aligning Large Language Models with Representation Editing: A Control Perspective NIPS 2024
Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective NIPS 2024
L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer NIPS 2024
Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data NIPS 2024
Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction NIPS 2024
Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NIPS 2024
Debiasing Synthetic Data Generated by Deep Generative Models NIPS 2024
MaNo: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts NIPS 2024
Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization NIPS 2024
GLBench: A Comprehensive Benchmark for Graph with Large Language Models NIPS 2024
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices NIPS 2024
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction NIPS 2024
Out-of-Distribution Detection with a Single Unconditional Diffusion Model NIPS 2024
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models NIPS 2024
MALT Powers Up Adversarial Attacks NIPS 2024