← Learning Types
Deep Learning › Learning Types ›

Representation Learning

4516 directly classified papers

Papers per year

Papers

Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination CVPR 2018
Features for Multi-Target Multi-Camera Tracking and Re-Identification CVPR 2018
Adversarial Contrastive Estimation ACL 2018
Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech INTERSPEECH 2018
An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition INTERSPEECH 2018
Learning Latent Super-Events to Detect Multiple Activities in Videos CVPR 2018
Deep Multi-instance Learning with Dynamic Pooling ACML 2018
IIT (BHU) Varanasi at MSR-SRST 2018: A Language Model Based Approach for Natural Language Generation ACL 2018
Deep Relevance Ranking Using Enhanced Document-Query Interactions EMNLP 2018
Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment EMNLP 2018
Convolutional Interaction Network for Natural Language Inference EMNLP 2018
Discovering Interpretable Representations for Both Deep Generative and Discriminative Models ICML 2018
Fixing a Broken ELBO ICML 2018
On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo ICML 2018
Learning Diffusion using Hyperparameters ICML 2018
Autoregressive Quantile Networks for Generative Modeling ICML 2018
Stein Variational Message Passing for Continuous Graphical Models ICML 2018
Representation Learning on Graphs with Jumping Knowledge Networks ICML 2018
Progressive Generative Hashing for Image Retrieval IJCAI 2018
Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval IJCAI 2018
Joint Generative Moment-Matching Network for Learning Structural Latent Code IJCAI 2018
Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder IJCAI 2018
Angular Softmax for Short-Duration Text-independent Speaker Verification INTERSPEECH 2018
How agents see things: On visual representations in an emergent language game EMNLP 2018
Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space EMNLP 2018