Transfer Learning

Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays AACL 2022 Large Dual Encoders Are Generalizable Retrievers EMNLP 2022 LastResort at SemEval-2022 Task 5: Towards Misogyny Identification using Visual Linguistic Model Ensembles And Task-Specific Pretraining SemEval 2022 Latent Plans for Task-Agnostic Offline Reinforcement Learning CoRL 2022 Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts EMNLP 2022 Layer-Wised Model Aggregation for Personalized Federated Learning CVPR 2022 Learn2Sing 2.0: Diffusion and Mutual Information-Based Target Speaker SVS by Learning from Singing Teacher Interspeech 2022 Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis COLING 2022 Learnable Multi-Level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection WACV 2022 Learning Affordance Grounding From Exocentric Images CVPR 2022 Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation EMNLP 2022 Learning and Retrieval from Prior Data for Skill-based Imitation Learning CoRL 2022 Learning Curricula for Humans: An Empirical Study with Puzzles from The Witness IJCAI 2022 Learning curves for continual learning in neural networks: Self-knowledge transfer and forgetting ICLR 2022 Learning Debiased Classifier with Biased Committee NeurIPS 2022 Learning Generalizable Dexterous Manipulation from Human Grasp Affordance CoRL 2022 Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities ICLR 2022 Learning Losses for Strategic Classification AAAI 2022 Learning low-dimensional generalizable natural features from retina using a U-net NeurIPS 2022 Learning Memory-Augmented Unidirectional Metrics for Cross-Modality Person Re-Identification CVPR 2022 Learning Modular Simulations for Homogeneous Systems NeurIPS 2022 Learning Representations that Enable Generalization in Assistive Tasks CoRL 2022 Learning Robust Real-World Dexterous Grasping Policies via Implicit Shape Augmentation CoRL 2022 Learning Stable Classifiers by Transferring Unstable Features ICML 2022 Learning Structure from the Ground up---Hierarchical Representation Learning by Chunking NeurIPS 2022