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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

Pri3D: Can 3D Priors Help 2D Representation Learning? ICCV 2021
Ranking Models in Unlabeled New Environments ICCV 2021
Concept Generalization in Visual Representation Learning ICCV 2021
Adaptive Label Noise Cleaning With Meta-Supervision for Deep Face Recognition ICCV 2021
Visformer: The Vision-Friendly Transformer ICCV 2021
DeepGaze IIE: Calibrated Prediction in and Out-of-Domain for State-of-the-Art Saliency Modeling ICCV 2021
On the Importance of Distractors for Few-Shot Classification ICCV 2021
The Surprising Impact of Mask-Head Architecture on Novel Class Segmentation ICCV 2021
Seasonal Contrast: Unsupervised Pre-Training From Uncurated Remote Sensing Data ICCV 2021
Simpler Is Better: Few-Shot Semantic Segmentation With Classifier Weight Transformer ICCV 2021
PreDet: Large-Scale Weakly Supervised Pre-Training for Detection ICCV 2021
Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model AAAI 2021
Learning to Pre-train Graph Neural Networks AAAI 2021
Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021
Winning Lottery Tickets in Deep Generative Models AAAI 2021
A General Class of Transfer Learning Regression without Implementation Cost AAAI 2021
Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning AAAI 2021
Near Lossless Transfer Learning for Spiking Neural Networks AAAI 2021
Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks AAAI 2021
Provably Efficient Learning of Transferable Rewards ICML 2021
Offline Meta-Reinforcement Learning with Advantage Weighting ICML 2021
Emergent Social Learning via Multi-agent Reinforcement Learning ICML 2021
Policy Caches with Successor Features ICML 2021
Cross-domain Imitation from Observations ICML 2021
Zoo-Tuning: Adaptive Transfer from A Zoo of Models ICML 2021