Transfer Learning

Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method AAAI 2023 UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation SemEval 2023 Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding EMNLP 2023 Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models ACL 2023 UnedMediaBiasTeam @ SemEval-2023 Task 3: Can We Detect Persuasive Techniques Transferring Knowledge From Media Bias Detection? SemEval 2023 Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection CVPR 2023 Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP EMNLP 2023 Universal Information Extraction as Unified Semantic Matching AAAI 2023 Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration EMNLP 2023 Unsupervised Binary Code Translation with Application to Code Clone Detection and Vulnerability Discovery EMNLP 2023 Unsupervised Learning for Combinatorial Optimization Needs Meta Learning ICLR 2023 UoT at NADI 2023 shared task: Automatic Arabic Dialect Identification is Made Possible EMNLP 2023 Uppsala University at SemEval-2023 Task12: Zero-shot Sentiment Classification for Nigerian Pidgin Tweets SemEval 2023 URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates NeurIPS 2023 Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023 VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets ACL 2023 Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection EMNLP 2023 Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens EMNLP 2023 Vision Transformer Adapters for Generalizable Multitask Learning ICCV 2023 Visual DNA: Representing and Comparing Images Using Distributions of Neuron Activations CVPR 2023 Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition Interspeech 2023 What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation ACL 2023 Where to start? Analyzing the potential value of intermediate models EMNLP 2023 Which Invariance Should We Transfer? A Causal Minimax Learning Approach ICML 2023 Why Is Public Pretraining Necessary for Private Model Training? ICML 2023