Representation Learning

Volume Rendering of Neural Implicit Surfaces NeurIPS 2021 VoxelContext-Net: An Octree Based Framework for Point Cloud Compression CVPR 2021 VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice Conversion Interspeech 2021 Wandering within a world: Online contextualized few-shot learning ICLR 2021 WANLP 2021 Shared-Task: Towards Irony and Sentiment Detection in Arabic Tweets using Multi-headed-LSTM-CNN-GRU and MaRBERT EACL 2021 WarpedGANSpace: Finding Non-Linear RBF Paths in GAN Latent Space ICCV 2021 Wasserstein Contrastive Representation Distillation CVPR 2021 Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic NeurIPS 2021 wav2vec-C: A Self-Supervised Model for Speech Representation Learning Interspeech 2021 Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition EMNLP 2021 Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning ICCV 2021 Weakly Supervised Representation Learning With Coarse Labels ICCV 2021 Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model MIDL 2021 We Are More Than Our Joints: Predicting How 3D Bodies Move CVPR 2021 We Can Explain Your Research in Layman's Terms: Towards Automating Science Journalism at Scale AAAI 2021 Weisfeiler and Lehman Go Cellular: CW Networks NeurIPS 2021 What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021 What Can You Learn From Your Muscles? Learning Visual Representation from Human Interactions ICLR 2021 What Context Features Can Transformer Language Models Use? ACL 2021 What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments? ICML 2021 What Makes a Scientific Paper be Accepted for Publication? EMNLP 2021 What Makes Instance Discrimination Good for Transfer Learning? ICLR 2021 What’s in the Box? Exploring the Inner Life of Neural Networks with Robust Rules ICML 2021 When Computational Representation Meets Neuroscience: A Survey on Brain Encoding and Decoding IJCAI 2021 When Does Gradient Descent with Logistic Loss Find Interpolating Two-Layer Networks? JMLR 2021