Transfer Learning

Data-Driven Offline Optimization for Architecting Hardware Accelerators ICLR 2022 Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation EMNLP 2022 Data Efficient Language-Supervised Zero-Shot Recognition with Optimal Transport Distillation ICLR 2022 Data InStance Prior (DISP) in Generative Adversarial Networks WACV 2022 Dataset Distillation by Matching Training Trajectories CVPR 2022 DAVINZ: Data Valuation using Deep Neural Networks at Initialization ICML 2022 Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts COLING 2022 Deep Cascade Learning for Optimal Medical Image Feature Representation MLHC 2022 Deep Reference Priors: What is the best way to pretrain a model? ICML 2022 Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition Interspeech 2022 Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models Interspeech 2022 DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022 Deploying a Retrieval based Response Model for Task Oriented Dialogues EMNLP 2022 Detecting Dissonant Stance in Social Media: The Role of Topic Exposure EMNLP 2022 Detecting False Claims in Low-Resource Regions: A Case Study of Caribbean Islands ACL 2022 Detecting Tear Gas Canisters With Limited Training Data WACV 2022 Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022 DINE: Domain Adaptation From Single and Multiple Black-Box Predictors CVPR 2022 Discovering Language-neutral Sub-networks in Multilingual Language Models EMNLP 2022 Disentangled Action Recognition with Knowledge Bases NAACL 2022 Disentangling Transfer in Continual Reinforcement Learning NeurIPS 2022 Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation WACV 2022 Distilling Inter-Class Distance for Semantic Segmentation IJCAI 2022 Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022 DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022