Domain Generalization

A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? EMNLP 2020 Attention-Privileged Reinforcement Learning CoRL 2020 Automated Synthetic-to-Real Generalization ICML 2020 Automatic Curriculum Learning For Deep RL: A Short Survey IJCAI 2020 BBN: Bilateral-Branch Network With Cumulative Learning for Long-Tailed Visual Recognition CVPR 2020 Benchmarking the Robustness of Semantic Segmentation Models CVPR 2020 BlendedMVS: A Large-Scale Dataset for Generalized Multi-View Stereo Networks CVPR 2020 Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification WACV 2020 Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data EMNLP 2020 CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems EMNLP 2020 CNN-Generated Images Are Surprisingly Easy to Spot... for Now CVPR 2020 Confidence-Calibrated Adversarial Training: Generalizing to Unseen Attacks ICML 2020 Counterfactual Samples Synthesizing for Robust Visual Question Answering CVPR 2020 Counterfactual Vision-and-Language Navigation: Unravelling the Unseen NeurIPS 2020 CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances NeurIPS 2020 Decoupling Representation and Classifier for Long-Tailed Recognition ICLR 2020 Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-Corpus Setting for Speech Emotion Recognition Interspeech 2020 Deep Domain-Adversarial Image Generation for Domain Generalisation AAAI 2020 Deep Residual Flow for Out of Distribution Detection CVPR 2020 DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning CVPR 2020 Defending Against Physically Realizable Attacks on Image Classification ICLR 2020 Detecting Out-of-Distribution Examples with Gram Matrices ICML 2020 Diagnosing the Environment Bias in Vision-and-Language Navigation IJCAI 2020 Distortion Agnostic Deep Watermarking CVPR 2020 Distributionally Robust Neural Networks ICLR 2020