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Representation Learning

4516 directly classified papers

Papers per year

Papers

Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction EMNLP 2019
Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling EMNLP 2019
Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja EMNLP 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP 2019
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator EMNLP 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks EMNLP 2019
Dialog Intent Induction with Deep Multi-View Clustering EMNLP 2019
Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control EMNLP 2019
Neural Gaussian Copula for Variational Autoencoder EMNLP 2019
Text-based inference of moral sentiment change EMNLP 2019
Event Representation Learning Enhanced with External Commonsense Knowledge EMNLP 2019
DTWNet: a Dynamic Time Warping Network NIPS 2019
DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs NIPS 2019
Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders NIPS 2019
PointFlowNet: Learning Representations for Rigid Motion Estimation From Point Clouds CVPR 2019
Speech2Face: Learning the Face Behind a Voice CVPR 2019
MetaCleaner: Learning to Hallucinate Clean Representations for Noisy-Labeled Visual Recognition CVPR 2019
Cycle-Consistency for Robust Visual Question Answering CVPR 2019
Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale Object Detection CVPR 2019
Mask Scoring R-CNN CVPR 2019
L3-Net: Towards Learning Based LiDAR Localization for Autonomous Driving CVPR 2019
EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors CVPR 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature CVPR 2019
Marginalized Latent Semantic Encoder for Zero-Shot Learning CVPR 2019
Patch-Based Progressive 3D Point Set Upsampling CVPR 2019