Representation Learning

Neural Side-by-Side: Predicting Human Preferences for No-Reference Super-Resolution Evaluation CVPR 2021 Neural Stylistic Response Generation with Disentangled Latent Variables ACL 2021 Neural Utility Functions AAAI 2021 Neuro-algorithmic Policies Enable Fast Combinatorial Generalization ICML 2021 Noether Networks: meta-learning useful conserved quantities NeurIPS 2021 No Frame Left Behind: Full Video Action Recognition CVPR 2021 Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021 Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations EMNLP 2021 Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss MIDL 2021 OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning CVPR 2021 Obtaining Better Static Word Embeddings Using Contextual Embedding Models ACL 2021 One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective NeurIPS 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 Linear Identifiability of Learned Representations ICML 2021 Online Graph Dictionary Learning ICML 2021 Online Limited Memory Neural-Linear Bandits with Likelihood Matching ICML 2021 On Semantic Similarity in Video Retrieval CVPR 2021 OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification ACL 2021 Orthogonal Over-Parameterized Training CVPR 2021 OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings EMNLP 2021 Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces CVPR 2021 Overcoming Poor Word Embeddings with Word Definitions ACL 2021 Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP 2021 Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021