Domain Generalization

Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading ability ACL 2021 Causal Attention for Vision-Language Tasks CVPR 2021 CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching CVPR 2021 Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning NeurIPS 2021 Collaborative Group Learning AAAI 2021 Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation ICCV 2021 Confidence Calibration for Domain Generalization Under Covariate Shift ICCV 2021 Connecting Sphere Manifolds Hierarchically for Regularization ICML 2021 Contemplating Real-World Object Classification ICLR 2021 Contrastive Syn-to-Real Generalization ICLR 2021 Counterfactual Generative Networks ICLR 2021 Counterfactual Zero-Shot and Open-Set Visual Recognition CVPR 2021 Cross-Database Replay Detection in Terminal-Dependent Speaker Verification Interspeech 2021 CrossNorm and SelfNorm for Generalization Under Distribution Shifts ICCV 2021 Cross-Topic Rumor Detection using Topic-Mixtures EACL 2021 Cross-View Cross-Scene Multi-View Crowd Counting CVPR 2021 CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization EMNLP 2021 DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation AAAI 2021 Deep Stable Learning for Out-of-Distribution Generalization CVPR 2021 Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning ACL 2021 Designing a Practical Degradation Model for Deep Blind Image Super-Resolution ICCV 2021 Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing EMNLP 2021 DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities ICCV 2021 Does enforcing fairness mitigate biases caused by subpopulation shift? NeurIPS 2021 Does enhanced shape bias improve neural network robustness to common corruptions? ICLR 2021