Deep Learning

FrameExit: Conditional Early Exiting for Efficient Video Recognition CVPR 2021 Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods Interspeech 2021 From back to the roots into the gated woods: Deep learning for NLP NAACL 2021 From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations EMNLP 2021 Gaussian Kernel Mixture Network for Single Image Defocus Deblurring NeurIPS 2021 General Instance Distillation for Object Detection CVPR 2021 Generalized Dilated CNN Models for Depression Detection Using Inverted Vocal Tract Variables Interspeech 2021 Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances ICML 2021 Good-Enough Example Extrapolation EMNLP 2021 GTCOM Neural Machine Translation Systems for WMT21 EMNLP 2021 How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task EMNLP 2021 Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change AAAI 2021 “I’ll be there for you”: The One with Understanding Indirect Answers EMNLP 2021 Image Restoration for Under-Display Camera CVPR 2021 Improved Image Matting via Real-Time User Clicks and Uncertainty Estimation CVPR 2021 Improving Customization of Neural Transducers by Mitigating Acoustic Mismatch of Synthesized Audio Interspeech 2021 Improving Panoptic Segmentation at All Scales CVPR 2021 Improving Perceptual Quality by Phone-Fortified Perceptual Loss Using Wasserstein Distance for Speech Enhancement Interspeech 2021 Incorporating Embedding Vectors from a Human Mean-Opinion Score Prediction Model for Monaural Speech Enhancement Interspeech 2021 Influence-Balanced Loss for Imbalanced Visual Classification ICCV 2021 Investigating Feature Selection and Explainability for COVID-19 Diagnostics from Cough Sounds Interspeech 2021 IronMask: Modular Architecture for Protecting Deep Face Template CVPR 2021 Joint inference and input optimization in equilibrium networks NeurIPS 2021 KeepAugment: A Simple Information-Preserving Data Augmentation Approach CVPR 2021 Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection CVPR 2021