Representation Learning

Revamping Cross-Modal Recipe Retrieval With Hierarchical Transformers and Self-Supervised Learning CVPR 2021 Revealing the Structure of Deep Neural Networks via Convex Duality ICML 2021 Reverse-Complement Equivariant Networks for DNA Sequences NeurIPS 2021 Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations NeurIPS 2021 Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness NeurIPS 2021 Revisiting Model Stitching to Compare Neural Representations NeurIPS 2021 RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation ACL 2021 RGB-D Local Implicit Function for Depth Completion of Transparent Objects CVPR 2021 RGB-D Saliency Detection via Cascaded Mutual Information Minimization ICCV 2021 RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction SemEval 2021 RICE: Refining Instance Masks in Cluttered Environments with Graph Neural Networks CoRL 2021 Rich Prosody Diversity Modelling with Phone-Level Mixture Density Network Interspeech 2021 Riemannian Convex Potential Maps ICML 2021 Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks AAAI 2021 RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract) AAAI 2021 Robust Compressed Sensing MRI with Deep Generative Priors NeurIPS 2021 Robust Contrastive Learning Using Negative Samples with Diminished Semantics NeurIPS 2021 Robustifying Algorithms of Learning Latent Trees with Vector Variables NeurIPS 2021 Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network ACL 2021 Robust principal component analysis for generalized multi-view models UAI 2021 Robust Representation Learning via Perceptual Similarity Metrics ICML 2021 Robust Representation Learning With Feedback for Single Image Deraining CVPR 2021 Robust Visual Reasoning via Language Guided Neural Module Networks NeurIPS 2021 Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages EMNLP 2021 RRL: Resnet as representation for Reinforcement Learning ICML 2021