Techniques

Noninvasive Self-attention for Side Information Fusion in Sequential Recommendation AAAI 2021 Normalization Driven Zero-Shot Multi-Speaker Speech Synthesis Interspeech 2021 NOVAS: Non-convex Optimization via Adaptive Stochastic Search for End-to-end Learning and Control ICLR 2021 Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations EMNLP 2021 Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention AAAI 2021 Object Relation Attention for Image Paragraph Captioning AAAI 2021 Occlude Them All: Occlusion-Aware Attention Network for Occluded Person Re-ID ICCV 2021 OCHADAI at SMM4H-2021 Task 5: Classifying self-reporting tweets on potential cases of COVID-19 by ensembling pre-trained language models NAACL 2021 On Biasing Transformer Attention Towards Monotonicity NAACL 2021 On Equivariant and Invariant Learning of Object Landmark Representations ICCV 2021 On Feature Normalization and Data Augmentation CVPR 2021 On Geodesic Distances and Contextual Embedding Compression for Text Classification NAACL 2021 ONION: A Simple and Effective Defense Against Textual Backdoor Attacks EMNLP 2021 Online Knowledge Distillation for Efficient Pose Estimation ICCV 2021 Online Streaming End-to-End Neural Diarization Handling Overlapping Speech and Flexible Numbers of Speakers Interspeech 2021 Online-Trained Upsampler for Deep Low Complexity Video Compression ICCV 2021 On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory AAAI 2021 Only Train Once: A One-Shot Neural Network Training And Pruning Framework NeurIPS 2021 On Robustness of Neural Semantic Parsers EACL 2021 On Scalar Embedding of Relative Positions in Attention Models AAAI 2021 On Self-Supervised Image Representations for GAN Evaluation ICLR 2021 On the Dynamics of Training Attention Models ICLR 2021 On the Generalization Properties of Adversarial Training AISTATS 2021 On the Implicit Bias of Initialization Shape: Beyond Infinitesimal Mirror Descent ICML 2021 On the number of linear functions composing deep neural network: Towards a refined definition of neural networks complexity AISTATS 2021