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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving NIPS 2022
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling NIPS 2022
Invariant and Transportable Representations for Anti-Causal Domain Shifts NIPS 2022
Deep Model Reassembly NIPS 2022
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NIPS 2022
CUP: Critic-Guided Policy Reuse NIPS 2022
Meta-Complementing the Semantics of Short Texts in Neural Topic Models NIPS 2022
Amplifying Membership Exposure via Data Poisoning NIPS 2022
Invariance Learning based on Label Hierarchy NIPS 2022
Matryoshka Representation Learning NIPS 2022
Model-based Lifelong Reinforcement Learning with Bayesian Exploration NIPS 2022
Improved Fine-Tuning by Better Leveraging Pre-Training Data NIPS 2022
Provably sample-efficient RL with side information about latent dynamics NIPS 2022
Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition NIPS 2022
Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation NIPS 2022
Vision Transformers provably learn spatial structure NIPS 2022
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation NIPS 2022
DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision NIPS 2022
The ZevoMOS entry to VoiceMOS Challenge 2022 INTERSPEECH 2022
LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases COLING 2022
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks COLING 2022
Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction COLING 2022
KEViN: A Knowledge Enhanced Validity and Novelty Classifier for Arguments COLING 2022
Argument Novelty and Validity Assessment via Multitask and Transfer Learning COLING 2022
Attention Modulation for Zero-Shot Cross-Domain Dialogue State Tracking COLING 2022