Transfer Learning

Vision Transformers Are Parameter-Efficient Audio-Visual Learners CVPR 2023 ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing EMNLP 2023 Visually-augmented pretrained language models for NLP tasks without images ACL 2023 Visually Grounded Continual Language Learning with Selective Specialization EMNLP 2023 Visual Prompt Tuning for Generative Transfer Learning CVPR 2023 Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning CVPR 2023 Vocabulary-free Image Classification NeurIPS 2023 Weak-Shot Object Detection Through Mutual Knowledge Transfer CVPR 2023 WeatherStream: Light Transport Automation of Single Image Deweathering CVPR 2023 When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP ACL 2023 When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications ACL 2023 Where to start? Analyzing the potential value of intermediate models EMNLP 2023 Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers Interspeech 2023 Whisper Encoder features for Infant Cry Classification Interspeech 2023 XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding ACL 2023 YANMTT: Yet Another Neural Machine Translation Toolkit ACL 2023 YNU-HPCC at WASSA-2023 Shared Task 1: Large-scale Language Model with LoRA Fine-Tuning for Empathy Detection and Emotion Classification ACL 2023 YOLOV: Making Still Image Object Detectors Great at Video Object Detection AAAI 2023 Your representations are in the network: composable and parallel adaptation for large scale models NeurIPS 2023 Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023 Zero-shot Cross-lingual Transfer With Learned Projections Using Unlabeled Target-Language Data ACL 2023 360MonoDepth: High-Resolution 360deg Monocular Depth Estimation CVPR 2022 3D Infomax improves GNNs for Molecular Property Prediction ICML 2022 A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank NAACL 2022 A Benchmark for Neural Readability Assessment of Texts in Spanish EMNLP 2022