deep learning

The Earth Mover’s Pinball Loss: Quantiles for Histogram-Valued Regression ICML 2021 The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning ICML 2021 The Successful Ingredients of Policy Gradient Algorithms IJCAI 2021 Time-Efficient Code Completion Model for the R Programming Language ACL 2021 Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021 Topology-Aware Segmentation Using Discrete Morse Theory ICLR 2021 Towards Emotion Recognition in Hindi-English Code-Mixed Data: A Transformer Based Approach EACL 2021 Towards Human-Centered Summarization: A Case Study on Financial News EACL 2021 Towards Sample Efficient Agents through Algorithmic Alignment (Student Abstract) AAAI 2021 Towards Understanding Deep Learning from Noisy Labels with Small-Loss Criterion IJCAI 2021 Towards Visually Explaining Video Understanding Networks With Perturbation WACV 2021 Traffic Forecasting using Vehicle-to-Vehicle Communication L4DC 2021 Trajectory Prediction using Equivariant Continuous Convolution ICLR 2021 Transfer Learning-Based Cough Representations for Automatic Detection of COVID-19 Interspeech 2021 Transformation Driven Visual Reasoning CVPR 2021 Transformer Interpretability Beyond Attention Visualization CVPR 2021 TrollMeta@DravidianLangTech-EACL2021: Meme classification using deep learning EACL 2021 Tuning IR-Cut Filter for Illumination-Aware Spectral Reconstruction From RGB CVPR 2021 Two Birds with One Stone: Series Saliency for Accurate and Interpretable Multivariate Time Series Forecasting IJCAI 2021 Understanding and Interpreting the Impact of User Context in Hate Speech Detection NAACL 2021 Understanding Patterns of Anorexia Manifestations in Social Media Data with Deep Learning NAACL 2021 Understanding the role of importance weighting for deep learning ICLR 2021 Unfolding Taylor's Approximations for Image Restoration NeurIPS 2021 Unlearnable Examples: Making Personal Data Unexploitable ICLR 2021 Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction EMNLP 2021