Deep Learning

Using Unsupervised Learning for Data-driven Procurement Demand Aggregation AAAI 2021 Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction EMNLP 2021 UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more Attention EACL 2021 UV-Net: Learning From Boundary Representations CVPR 2021 UWSpeech: Speech to Speech Translation for Unwritten Languages AAAI 2021 UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021 VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning CVPR 2021 VAD-Free Streaming Hybrid CTC/Attention ASR for Unsegmented Recording Interspeech 2021 VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models ICLR 2021 ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries EMNLP 2021 Value-aware Approximate Attention EMNLP 2021 Value-Decomposition Multi-Agent Actor-Critics AAAI 2021 VaPiD: A Rapid Vanishing Point Detector via Learned Optimizers ICCV 2021 Variable-Rate Deep Image Compression Through Spatially-Adaptive Feature Transform ICCV 2021 Variable Selection with Rigorous Uncertainty Quantification using Deep Bayesian Neural Networks: Posterior Concentration and Bernstein-von Mises Phenomenon AISTATS 2021 Variance Penalized On-Policy and Off-Policy Actor-Critic AAAI 2021 Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting ICCV 2021 Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition Interspeech 2021 Variational Continual Bayesian Meta-Learning NeurIPS 2021 Variational Data Assimilation with a Learned Inverse Observation Operator ICML 2021 Variational Diffusion Models NeurIPS 2021 Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021 Variational Feature Disentangling for Fine-Grained Few-Shot Classification ICCV 2021 Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models ICML 2021 Variational Inference for Continuous-Time Switching Dynamical Systems NeurIPS 2021