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Transfer Learning

510 directly classified papers

Papers per year

Papers

Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022
Beyond Cross-View Image Retrieval: Highly Accurate Vehicle Localization Using Satellite Image CVPR 2022
Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters EMNLP 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts EMNLP 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search EMNLP 2022
Mixed-effects transformers for hierarchical adaptation EMNLP 2022
BBTv2: Towards a Gradient-Free Future with Large Language Models EMNLP 2022
COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models EMNLP 2022
KESA: A Knowledge Enhanced Approach To Sentiment Analysis AACL 2022
Whodunit? Learning to Contrast for Authorship Attribution AACL 2022
Post-Training with Interrogative Sentences for Enhancing BART-based Korean Question Generator AACL 2022
Phylogeny-Inspired Adaptation of Multilingual Models to New Languages IJCNLP 2022
SSNCSE_NLP@LT-EDI-ACL2022: Speech Recognition for Vulnerable Individuals in Tamil using pre-trained XLSR models ACL 2022
Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging ACL 2022
Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns ACL 2022
Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation NIPS 2022
It's About Time: Analog Clock Reading in the Wild CVPR 2022
HyperStyle: StyleGAN Inversion With HyperNetworks for Real Image Editing CVPR 2022
Optimal LED Spectral Multiplexing for NIR2RGB Translation CVPR 2022
Transfer Learning for Pose Estimation of Illustrated Characters WACV 2022
Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild WACV 2022
Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension COLING 2022
Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders COLING 2022
S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning NIPS 2022
Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022