Syn2Real: Forgery Classification via Unsupervised Domain Adaptation. Large Hole Image Inpainting With Compress-Decompression Network. SF-Net: Single-Frame Supervision for Temporal Action Localization. Weakly-Supervised Multi-Person Action Recognition in 360$^{\circ}$ Videos. Action Graphs: Weakly-supervised Action Localization with Graph Convolutio …

XPersona: Evaluating Multilingual Personalized Chatbot. Efficient Scene Text Detection with Textual Attention Tower. Vision based body gesture meta features for Affective Computing. Few-Shot Few-Shot Learning and the role of Spatial Attention. A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning. STRIPS Action Discovery. Stocha …

Generalized Zero-shot ICD Coding. NORML: Nodal Optimization for Recurrent Meta-Learning. Noisy $\ell^{0}$-Sparse Subspace Clustering on Dimensionality Reduced Data. Towards an Adversarially Robust Normalization Approach. Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination. Iterative Target Augmentation for Effective Con …

Reinforcement Learning with Probabilistically Complete Exploration. Unknown-Aware Deep Neural Network. DP-LSSGD: An Optimization Method to Lift the Utility in Privacy-Preserving ERM. BERT for Sequence-to-Sequence Milti-Label Text Classification. Latent Question Reformulation and Information Accumulation for Multi-Hop Machine Reading. Data-Driven Ap …

Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks. MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network. MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius. Chameleon: Adaptive Code Optimization For Expedited Deep Neural Network Compilation. ProtoAttend: Attention- …