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Representation Learning

20,822 papers

Papers per year

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101
309
2011
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Papers

Feature Selection using Stochastic Gates ICML 2020
Energy-Based Processes for Exchangeable Data ICML 2020
Graph Random Neural Features for Distance-Preserving Graph Representations ICML 2020
Approximation Capabilities of Neural ODEs and Invertible Residual Networks ICML 2020
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective ICML 2020
Self-Attentive Hawkes Process ICML 2020
GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values ICML 2020
A Flexible Latent Space Model for Multilayer Networks ICML 2020
On Learning Language-Invariant Representations for Universal Machine Translation ICML 2020
Robust Graph Representation Learning via Neural Sparsification ICML 2020
Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization ICML 2020
A general recurrent state space framework for modeling neural dynamics during decision-making ICML 2020
Channel-Level Variable Quantization Network for Deep Image Compression IJCAI 2020
Reference Guided Face Component Editing IJCAI 2020
Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data IJCAI 2020
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor IJCAI 2020
Characterizing Similarity of Visual Stimulus from Associated Neuronal Response IJCAI 2020
SBAT: Video Captioning with Sparse Boundary-Aware Transformer IJCAI 2020
Biased Feature Learning for Occlusion Invariant Face Recognition IJCAI 2020
TLPG-Tracker: Joint Learning of Target Localization and Proposal Generation for Visual Tracking IJCAI 2020
Learning Task-aware Local Representations for Few-shot Learning IJCAI 2020
G2RL: Geometry-Guided Representation Learning for Facial Action Unit Intensity Estimation IJCAI 2020
Visual Encoding and Decoding of the Human Brain Based on Shared Features IJCAI 2020
Learning to Discretely Compose Reasoning Module Networks for Video Captioning IJCAI 2020
Semi-Dynamic Hypergraph Neural Network for 3D Pose Estimation IJCAI 2020