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Representation Learning

401 directly classified papers

Papers per year

Papers

Anaphora Resolution in Dialogue: Description of the DFKI-TalkingRobots System for the CODI-CRAC 2021 Shared-Task EMNLP 2021
Polar Embedding EMNLP 2021
Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models AAAI 2021
Writing Style Author Embedding Evaluation EMNLP 2021
Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling AAAI 2021
Efficient Multi-Stage Video Denoising With Recurrent Spatio-Temporal Fusion CVPR 2021
Memory-Guided Unsupervised Image-to-Image Translation CVPR 2021
Dynamic Position-aware Network for Fine-grained Image Recognition AAAI 2021
Fast and Compact Bilinear Pooling by Shifted Random Maclaurin AAAI 2021
Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View Synthesis CVPR 2021
FVC: A New Framework Towards Deep Video Compression in Feature Space CVPR 2021
RefineMask: Towards High-Quality Instance Segmentation With Fine-Grained Features CVPR 2021
Unsupervised Human Pose Estimation Through Transforming Shape Templates CVPR 2021
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation CVPR 2021
Animating Pictures With Eulerian Motion Fields CVPR 2021
NeuralRecon: Real-Time Coherent 3D Reconstruction From Monocular Video CVPR 2021
Designing Counterfactual Generators using Deep Model Inversion NIPS 2021
Towards robust vision by multi-task learning on monkey visual cortex NIPS 2021
Deep Hough Voting for Robust Global Registration ICCV 2021
Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck NIPS 2021
Learning Syntactic Dense Embedding with Correlation Graph for Automatic Readability Assessment ACL 2021
Ecco: An Open Source Library for the Explainability of Transformer Language Models ACL 2021
Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction NIPS 2021
Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings ACL 2021
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models ACL 2021