conftrace_

task adaptation

85 papers

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Co-occurring keywords

few-shot learning (3398) transfer learning (5449) large language model (13587) model-agnostic meta-learning (66) parameter-efficient fine-tuning (736) multi-task learning (2575) representation learning (6206) meta learning (155) low-rank adaptation (560) in-context learning (1405)

Papers

Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability AAAI 2023
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation ACL 2022
Contextual Gradient Scaling for Few-Shot Learning WACV 2022
Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU NAACL 2022
Personalized Keyword Spotting through Multi-task Learning INTERSPEECH 2022
Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks AAAI 2022
Calibrating CNNs for Few-Shot Meta Learning WACV 2022
Learning Tensor Representations for Meta-Learning AISTATS 2022
Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning ICML 2021
How Important is the Train-Validation Split in Meta-Learning? ICML 2021
Offline Meta-Reinforcement Learning with Advantage Weighting ICML 2021
Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL NIPS 2021
Statistically and Computationally Efficient Linear Meta-representation Learning NIPS 2021
Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality Estimation ACL 2021
Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting AAAI 2021
CAM-GAN: Continual Adaptation Modules for Generative Adversarial Networks NIPS 2021
Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data NIPS 2020
Structured Prediction for Conditional Meta-Learning NIPS 2020
Meta-trained agents implement Bayes-optimal agents NIPS 2020
Online Structured Meta-learning NIPS 2020
Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters NIPS 2020
Submodular Meta-Learning NIPS 2020
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification INTERSPEECH 2020
Learning to Forget for Meta-Learning CVPR 2020
Do We Need to Create Big Datasets to Learn a Task? EMNLP 2020