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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection NAACL 2022
Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control ICML 2022
Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022
CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking AAAI 2022
FETA: Towards Specializing Foundational Models for Expert Task Applications NIPS 2022
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy CVPR 2022
What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors CVPR 2022
HyperPrompt: Prompt-based Task-Conditioning of Transformers ICML 2022
Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization ICML 2022
Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations CVPR 2022
RegionCLIP: Region-Based Language-Image Pretraining CVPR 2022
Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022
ContrastMask: Contrastive Learning To Segment Every Thing CVPR 2022
Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal CVPR 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception CVPR 2022
IndicBART: A Pre-trained Model for Indic Natural Language Generation ACL 2022
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022
Shallow Parsing for Nepal Bhasa Complement Clauses ACL 2022
DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce ACL 2022
Towards Generalizeable Semantic Product Search by Text Similarity Pre-training on Search Click Logs ACL 2022
SSN@LT-EDI-ACL2022: Transfer Learning using BERT for Detecting Signs of Depression from Social Media Texts ACL 2022
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ACL 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022
Infusing Knowledge from Wikipedia to Enhance Stance Detection ACL 2022