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Model Architecture

4351 directly classified papers

Papers per year

Papers

Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models NIPS 2019
Deep Neural Networks with Multi-Branch Architectures Are Intrinsically Less Non-Convex AISTATS 2019
Aggregation Cross-Entropy for Sequence Recognition CVPR 2019
Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions CVPR 2019
Octree Guided CNN With Spherical Kernels for 3D Point Clouds CVPR 2019
X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks CVPR 2019
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks AAAI 2019
Interpretable Relevant Emotion Ranking with Event-Driven Attention EMNLP 2019
LADet: A Light-weight and Adaptive Network for Multi-scale Object Detection ACML 2019
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics NIPS 2019
Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition INTERSPEECH 2019
Deep Residual Neural Networks for Audio Spoofing Detection INTERSPEECH 2019
Improving Keyword Spotting and Language Identification via Neural Architecture Search at Scale INTERSPEECH 2019
Variational Attention Using Articulatory Priors for Generating Code Mixed Speech Using Monolingual Corpora INTERSPEECH 2019
Multi-label Categorization of Accounts of Sexism using a Neural Framework IJCNLP 2019
Learning to Update Knowledge Graphs by Reading News IJCNLP 2019
A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection IJCNLP 2019
Improving Distantly-Supervised Relation Extraction with Joint Label Embedding IJCNLP 2019
Hierarchically-Refined Label Attention Network for Sequence Labeling IJCNLP 2019
Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network IJCNLP 2019
An Effective Deep Embedding Learning Architecture for Speaker Verification INTERSPEECH 2019
Multi-Channel Training for End-to-End Speaker Recognition Under Reverberant and Noisy Environment INTERSPEECH 2019
Detecting Depression with Word-Level Multimodal Fusion INTERSPEECH 2019
Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion INTERSPEECH 2019
MobiVSR : Efficient and Light-Weight Neural Network for Visual Speech Recognition on Mobile Devices INTERSPEECH 2019