representation learning

On Contrastive Representations of Stochastic Processes NeurIPS 2021 One for More: Selecting Generalizable Samples for Generalizable ReID Model AAAI 2021 One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks ICLR 2021 One-pass Stochastic Gradient Descent in overparametrized two-layer neural networks AISTATS 2021 On Equivariant and Invariant Learning of Object Landmark Representations ICCV 2021 On Feature Decorrelation in Self-Supervised Learning ICCV 2021 On learning and representing social meaning in NLP: a sociolinguistic perspective NAACL 2021 Online Adversarial Purification based on Self-supervised Learning ICLR 2021 On Linear Identifiability of Learned Representations ICML 2021 Online Limited Memory Neural-Linear Bandits with Likelihood Matching ICML 2021 On Semantic Similarity in Video Retrieval CVPR 2021 On the Critical Role of Conventions in Adaptive Human-AI Collaboration ICLR 2021 On the differences between BERT and MT encoder spaces and how to address them in translation tasks ACL 2021 On the Effect of Auxiliary Tasks on Representation Dynamics AISTATS 2021 On the Generalization of Learning-Based 3D Reconstruction WACV 2021 On the geometry of generalization and memorization in deep neural networks ICLR 2021 On the Importance of Distractors for Few-Shot Classification ICCV 2021 On the Influence of Masking Policies in Intermediate Pre-training EMNLP 2021 On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021 On the Representation Power of Set Pooling Networks NeurIPS 2021 On the Transfer of Disentangled Representations in Realistic Settings ICLR 2021 OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification ACL 2021 Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021 Optimizing Deeper Transformers on Small Datasets ACL 2021 ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification Interspeech 2021