Transfer Learning

Retaining Knowledge for Learning with Dynamic Definition NeurIPS 2022 Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL ICLR 2022 Rethinking Task Sampling for Few-shot Vision-Language Transfer Learning COLING 2022 Retrieval Augmented Visual Question Answering with Outside Knowledge EMNLP 2022 RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP 2022 Reusing a Multi-lingual Setup to Bootstrap a Grammar Checker for a Very Low Resource Language without Data ACL 2022 Revisiting Generative Commonsense Reasoning: A Pre-Ordering Approach NAACL 2022 RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning NAACL 2022 RIT Boston at SemEval-2022 Task 5: Multimedia Misogyny Detection By Using Coherent Visual and Language Features from CLIP Model and Data-centric AI Principle SemEval 2022 RoboTube: Learning Household Manipulation from Human Videos with Simulated Twin Environments CoRL 2022 Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models EMNLP 2022 Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances IJCAI 2022 RUG-1-Pegasussers at SemEval-2022 Task 3: Data Generation Methods to Improve Recognizing Appropriate Taxonomic Word Relations SemEval 2022 Safe Self-Refinement for Transformer-Based Domain Adaptation CVPR 2022 Sammaan@LT-EDI-ACL2022: Ensembled Transformers Against Homophobia and Transphobia ACL 2022 Samsung Research Philippines - Datasaur AI’s Submission for the WMT22 Large Scale Multilingual Translation Task EMNLP 2022 SarcasmDet at SemEval-2022 Task 6: Detecting Sarcasm using Pre-trained Transformers in English and Arabic Languages SemEval 2022 Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees NeurIPS 2022 Scene Graph Expansion for Semantics-Guided Image Outpainting CVPR 2022 Score Matched Neural Exponential Families for Likelihood-Free Inference JMLR 2022 Section Classification in Clinical Notes with Multi-task Transformers EMNLP 2022 Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency NeurIPS 2022 Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation With Reliable Voted Pseudo Labels CVPR 2022 Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks WACV 2022 Self-Supervised Pretraining for Large-Scale Point Clouds NeurIPS 2022