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Domain Adaptation

8,656 papers

Papers per year

Papers

MultiVENT: Multilingual Videos of Events and Aligned Natural Text NIPS 2023
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models NIPS 2023
Tuning Multi-mode Token-level Prompt Alignment across Modalities NIPS 2023
Synthetic-to-Real Pose Estimation with Geometric Reconstruction NIPS 2023
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts NIPS 2023
Generator Born from Classifier NIPS 2023
Federated Learning with Manifold Regularization and Normalized Update Reaggregation NIPS 2023
Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks NIPS 2023
Deep Momentum Multi-Marginal Schrödinger Bridge NIPS 2023
Domain Re-Modulation for Few-Shot Generative Domain Adaptation NIPS 2023
IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval NIPS 2023
Adversarial Learning for Feature Shift Detection and Correction NIPS 2023
Revisiting Visual Model Robustness: A Frequency Long-Tailed Distribution View NIPS 2023
RH-BrainFS: Regional Heterogeneous Multimodal Brain Networks Fusion Strategy NIPS 2023
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation NIPS 2023
Validated Image Caption Rating Dataset NIPS 2023
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation NIPS 2023
Lo-Hi: Practical ML Drug Discovery Benchmark NIPS 2023
Learning to Parameterize Visual Attributes for Open-set Fine-grained Retrieval NIPS 2023
Learning List-Level Domain-Invariant Representations for Ranking NIPS 2023
Neural Priming for Sample-Efficient Adaptation NIPS 2023
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms NIPS 2023
Secure Out-of-Distribution Task Generalization with Energy-Based Models NIPS 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models NIPS 2023
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model NIPS 2023