Representation Learning

Variational Relational Point Completion Network CVPR 2021 Variation and generality in encoding of syntactic anomaly information in sentence embeddings EMNLP 2021 VDSM: Unsupervised Video Disentanglement With State-Space Modeling and Deep Mixtures of Experts CVPR 2021 Video Prediction Recalling Long-Term Motion Context via Memory Alignment Learning CVPR 2021 Video Rescaling Networks With Joint Optimization Strategies for Downscaling and Upscaling CVPR 2021 Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers EMNLP 2021 Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization AAAI 2021 V-statistics and Variance Estimation JMLR 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 WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition CVPR 2021 What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021 What Should Not Be Contrastive in Contrastive Learning ICLR 2021 Where and What? Examining Interpretable Disentangled Representations CVPR 2021 Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NeurIPS 2021 WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021 Whitening for Self-Supervised Representation Learning ICML 2021 Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI 2021 WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia EACL 2021 Writing Style Author Embedding Evaluation EMNLP 2021 XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment EMNLP 2021 XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations CVPR 2021 Y-Vector: Multiscale Waveform Encoder for Speaker Embedding Interspeech 2021 Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization WACV 2020 ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs AAAI 2020