transfer learning

Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment NeurIPS 2022 Using Contextual Sentence Analysis Models to Recognize ESG Concepts EMNLP 2022 Using Two Losses and Two Datasets Simultaneously to Improve TempoWiC Accuracy EMNLP 2022 Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset EMNLP 2022 Validity Assessment of Legal Will Statements as Natural Language Inference EMNLP 2022 Versatile Multi-Modal Pre-Training for Human-Centric Perception CVPR 2022 Vision Transformers provably learn spatial structure NeurIPS 2022 VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning CVPR 2022 Wav2vec behind the Scenes: How end2end Models learn Phonetics Interspeech 2022 WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models Interspeech 2022 Weak-shot Semantic Segmentation via Dual Similarity Transfer NeurIPS 2022 WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models NAACL 2022 What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text ACL 2022 What do Large Language Models Learn beyond Language? EMNLP 2022 What Makes for Effective Few-Shot Point Cloud Classification? WACV 2022 What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors CVPR 2022 When Cantonese NLP Meets Pre-training: Progress and Challenges AACL 2022 When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework AAAI 2022 When the Student Becomes the Master: Learning Better and Smaller Monolingual Models from mBERT COLING 2022 When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning ACL 2022 When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022 When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations ICLR 2022 When, Why, and Which Pretrained GANs Are Useful? ICLR 2022 Where To Start? Transferring Simple Skills to Complex Environments CoRL 2022 Which Model To Transfer? Finding the Needle in the Growing Haystack CVPR 2022