Deep Learning

Frequency Bias in Neural Networks for Input of Non-Uniform Density ICML 2020 Frequency Domain Compact 3D Convolutional Neural Networks CVPR 2020 Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions ICML 2020 Friendly Topic Assistant for Transformer Based Abstractive Summarization EMNLP 2020 From Boltzmann Machines to Neural Networks and Back Again NeurIPS 2020 From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer EMNLP 2020 From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement CVPR 2020 From Image Collections to Point Clouds With Self-Supervised Shape and Pose Networks CVPR 2020 From Inference to Generation: End-to-end Fully Self-supervised Generation of Human Face from Speech ICLR 2020 From Language to Language-ish: How Brain-Like is an LSTM’s Representation of Nonsensical Language Stimuli? EMNLP 2020 From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap ACL 2020 From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality CVPR 2020 From pixels to legs: Hierarchical learning of quadruped locomotion CoRL 2020 From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models ICML 2020 From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback Constraint Interspeech 2020 From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? ACL 2020 From Variational to Deterministic Autoencoders ICLR 2020 From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers EMNLP 2020 Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction CVPR 2020 Frugal neural reranking: evaluation on the Covid-19 literature EMNLP 2020 Frustratingly Easy Multilingual Grapheme-to-Phoneme Conversion ACL 2020 FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary ICLR 2020 FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation CVPR 2020 Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels NeurIPS 2020 Fully Convolutional Network for Consistent Voxel-Wise Correspondence AAAI 2020