Domain Adaptation

A Simple yet Universal Framework for Depth Completion NeurIPS 2024 ASML: A Scalable and Efficient AutoML Solution for Data Streams AutoML 2024 ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning MIDL 2024 A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules? ICML 2024 ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations ACL 2024 Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability ACL 2024 Assessing the Effectiveness of GPT-4o in Climate Change Evidence Synthesis and Systematic Assessments: Preliminary Insights ACL 2024 Assessing the Performance of ChatGPT-4, Fine-tuned BERT and Traditional ML Models on Moroccan Arabic Sentiment Analysis EMNLP 2024 Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models NAACL 2024 Assist Is Just As Important as the Goal: Image Resurfacing To Aid Model's Robust Prediction WACV 2024 A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NeurIPS 2024 A toolkit for joint speaker diarization and identification with application to speaker-attributed ASR Interspeech 2024 ATS: Adaptive Temperature Scaling for Enhancing Out-of-Distribution Detection Methods WACV 2024 Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning NeurIPS 2024 Attentive Prototypes for Source-Free Unsupervised Domain Adaptive 3D Object Detection WACV 2024 AttNS: Attention-Inspired Numerical Solving For Limited Data Scenarios ICML 2024 A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks AAAI 2024 AUC Maximization under Positive Distribution Shift NeurIPS 2024 Auditory Spatial Attention Detection Based on Feature Disentanglement and Brain Connectivity-Informed Graph Neural Networks Interspeech 2024 AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images ICLR 2024 AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation ICLR 2024 Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering EMNLP 2024 A Unified Approach to Multilingual Automatic Speech Recognition with Improved Language Identification for Indic Languages Interspeech 2024 AutoLoRa: An Automated Robust Fine-Tuning Framework ICLR 2024 AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing AAAI 2024