Domain Adaptation

Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification AAAI 2024 Data Augmentation via Latent Diffusion for Saliency Prediction ECCV 2024 Data Disparity and Temporal Unavailability Aware Asynchronous Federated Learning for Predictive Maintenance on Transportation Fleets AAAI 2024 Data Distribution Valuation NeurIPS 2024 Data Drift in Clinical Outcome Prediction from Admission Notes COLING 2024 Data Driven Approach for Mathematical Problem Solving COLING 2024 Data-driven simulator for mechanical circulatory support with domain adversarial neural process L4DC 2024 Data Engineering for Scaling Language Models to 128K Context ICML 2024 Data-Free Generalized Zero-Shot Learning AAAI 2024 Dataset Distillation by Automatic Training Trajectories ECCV 2024 DAVE - A Detect-and-Verify Paradigm for Low-Shot Counting CVPR 2024 Day-Night Cross-domain Vehicle Re-identification CVPR 2024 DB-PMAE: Dual-Branch Prototypical Masked AutoEncoder with locality for domain robust speaker verification Interspeech 2024 DC4L: Distribution shift recovery via data-driven control for deep learning models L4DC 2024 D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models NeurIPS 2024 DDAM-PS: Diligent Domain Adaptive Mixer for Person Search WACV 2024 DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract) AAAI 2024 Debiasing Synthetic Data Generated by Deep Generative Models NeurIPS 2024 Decision-Focused Model-based Reinforcement Learning for Reward Transfer MLHC 2024 DECM: Evaluating Bilingual ASR Performance on a Code-switching/mixing Benchmark COLING 2024 DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release NeurIPS 2024 Decodable and Sample Invariant Continuous Object Encoder ICLR 2024 DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations MIDL 2024 Decomposing and Editing Predictions by Modeling Model Computation ICML 2024 De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts CVPR 2024