Deep Learning

DORE: Document Ordered Relation Extraction based on Generative Framework EMNLP 2022 Dropout as a Regularizer of Interaction Effects AISTATS 2022 Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset NAACL 2022 Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes IJCAI 2022 Efficient Deep Embedded Subspace Clustering CVPR 2022 Efficient Deep Learning-based Sentence Boundary Detection in Legal Text EMNLP 2022 Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update OSDI 2022 ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation EMNLP 2022 EPro-PnP: Generalized End-to-End Probabilistic Perspective-N-Points for Monocular Object Pose Estimation CVPR 2022 Equalized Focal Loss for Dense Long-Tailed Object Detection CVPR 2022 ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions AAAI 2022 Error Correction Code Transformer NeurIPS 2022 Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN NAACL 2022 Exploiting Invariance in Training Deep Neural Networks AAAI 2022 Extended Unconstrained Features Model for Exploring Deep Neural Collapse ICML 2022 FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation WACV 2022 Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method AAAI 2022 FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation NeurIPS 2022 FoggyStereo: Stereo Matching With Fog Volume Representation CVPR 2022 Formant Estimation and Tracking using Probabilistic Heat-Maps Interspeech 2022 From Start to Finish: Latency Reduction Strategies for Incremental Speech Synthesis in Simultaneous Speech-to-Speech Translation Interspeech 2022 GazeOnce: Real-Time Multi-Person Gaze Estimation CVPR 2022 GIFS: Neural Implicit Function for General Shape Representation CVPR 2022 Glottal inverse filtering based on articulatory synthesis and deep learning Interspeech 2022 Grapheme-to-Phoneme Conversion for Thai using Neural Regression Models NAACL 2022