Techniques

VirTex: Learning Visual Representations From Textual Annotations CVPR 2021 Visformer: The Vision-Friendly Transformer ICCV 2021 Visually-Grounded Library of Behaviors for Manipulating Diverse Objects across Diverse Configurations and Views CoRL 2021 Visual Navigation With Spatial Attention CVPR 2021 Visual Transformers for Primates Classification and Covid Detection Interspeech 2021 ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias NeurIPS 2021 Voice2Series: Reprogramming Acoustic Models for Time Series Classification ICML 2021 VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization NeurIPS 2021 Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition EMNLP 2021 WavBERT: Exploiting Semantic and Non-Semantic Speech Using Wav2vec and BERT for Dementia Detection Interspeech 2021 Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks ICML 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 Do You Need Billions of Words of Pretraining Data? ACL 2021 Whitening for Self-Supervised Representation Learning ICML 2021 Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? ICCV 2021 Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks NeurIPS 2021 Why Spectral Normalization Stabilizes GANs: Analysis and Improvements NeurIPS 2021 With a Little Help From My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations ICCV 2021 Writing Polishment with Simile: Task, Dataset and A Neural Approach AAAI 2021 XCiT: Cross-Covariance Image Transformers NeurIPS 2021 YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection SemEval 2021 You Only Look One-Level Feature CVPR 2021 3D Hand Pose Estimation with Disentangled Cross-Modal Latent Space WACV 2020 3D Shape Completion with Multi-View Consistent Inference AAAI 2020