Representation Learning

Learning Contact Dynamics using Physically Structured Neural Networks AISTATS 2021 Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora EMNLP 2021 Learning Continuous Image Representation With Local Implicit Image Function CVPR 2021 Learning Debiased and Disentangled Representations for Semantic Segmentation NeurIPS 2021 Learning Decision Trees Recurrently Through Communication CVPR 2021 Learning Deep Generative Models for Queuing Systems AAAI 2021 Learning de-identified representations of prosody from raw audio ICML 2021 Learning Dense Representations of Phrases at Scale ACL 2021 Learning Diffeomorphic and Modality-invariant Registration using B-splines MIDL 2021 Learning Disentangled Representation for Fair Facial Attribute Classification via Fairness-aware Information Alignment AAAI 2021 Learning disentangled representations via product manifold projection ICML 2021 Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning CVPR 2021 Learning Dynamic Interpolation for Extremely Sparse Light Fields With Wide Baselines ICCV 2021 Learning Dynamics Models with Stable Invariant Sets AAAI 2021 Learning Equivariant Energy Based Models with Equivariant Stein Variational Gradient Descent NeurIPS 2021 Learning Event Graph Knowledge for Abductive Reasoning ACL 2021 Learning explanations that are hard to vary ICLR 2021 Learning Faithful Representations of Causal Graphs ACL 2021 Learning Finite-Dimensional Representations For Koopman Operators L4DC 2021 Learning Flexibly Distributional Representation for Low-quality 3D Face Recognition AAAI 2021 Learning from Demonstration with Weakly Supervised Disentanglement ICLR 2021 Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks AAAI 2021 Learning from Nested Data with Ornstein Auto-Encoders ICML 2021 Learning From Noisy Data With Robust Representation Learning ICCV 2021 Learning from Noisy Labels with No Change to the Training Process ICML 2021