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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

Semantic Concentration for Domain Adaptation ICCV 2021
Understanding Robustness of Transformers for Image Classification ICCV 2021
Multi-Task Self-Training for Learning General Representations ICCV 2021
Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification ICCV 2021
Self-Attention Based Text Knowledge Mining for Text Detection CVPR 2021
GMOT-40: A Benchmark for Generic Multiple Object Tracking CVPR 2021
Few-Shot Image Generation via Cross-Domain Correspondence CVPR 2021
Domain Adaptation With Auxiliary Target Domain-Oriented Classifier CVPR 2021
Multi-Task Reinforcement Learning with Context-based Representations ICML 2021
Large-Scale Meta-Learning with Continual Trajectory Shifting ICML 2021
Continuous Coordination As a Realistic Scenario for Lifelong Learning ICML 2021
Continual Learning in the Teacher-Student Setup: Impact of Task Similarity ICML 2021
Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification ICML 2021
Multimodal Contrastive Training for Visual Representation Learning CVPR 2021
Improving Predictors via Combination Across Diverse Task Categories ICML 2021
Multilingual Transfer of Acoustic Word Embeddings Improves When Training on Languages Related to the Target Zero-Resource Language INTERSPEECH 2021
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation CVPR 2021
LQF: Linear Quadratic Fine-Tuning CVPR 2021
Improving Transferability of Adversarial Patches on Face Recognition With Generative Models CVPR 2021
Scaling Local Self-Attention for Parameter Efficient Visual Backbones CVPR 2021
A Fourier-Based Framework for Domain Generalization CVPR 2021
AGORA: Avatars in Geography Optimized for Regression Analysis CVPR 2021
Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation CVPR 2021
DAP: Detection-Aware Pre-Training With Weak Supervision CVPR 2021
Student-Teacher Learning From Clean Inputs to Noisy Inputs CVPR 2021