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Representation Learning

4,516 papers

Papers per year

Papers

Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP 2021
Explainable Models with Consistent Interpretations AAAI 2021
Extreme Low-Light Environment-Driven Image Denoising Over Permanently Shadowed Lunar Regions With a Physical Noise Model CVPR 2021
Improving Sample Efficiency in Model-Free Reinforcement Learning from Images AAAI 2021
ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries EMNLP 2021
Instabilities of Offline RL with Pre-Trained Neural Representation ICML 2021
Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification CVPR 2021
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021
A Double Phases Generation Network for Yes or No Question Generation (Student Abstract) AAAI 2021
Neural Sentence Simplification with Semantic Dependency Information AAAI 2021
LOHO: Latent Optimization of Hairstyles via Orthogonalization CVPR 2021
Local Relation Learning for Face Forgery Detection AAAI 2021
Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding ICCV 2021
Multi-View Representation Learning with Manifold Smoothness AAAI 2021
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition ACL 2021
Generalized Zero-Shot Learning via Disentangled Representation AAAI 2021
ReadOnce Transformers: Reusable Representations of Text for Transformers ACL 2021
Neural Stylistic Response Generation with Disentangled Latent Variables ACL 2021
Learning with Algorithmic Supervision via Continuous Relaxations NIPS 2021
Uncertainty-Driven Loss for Single Image Super-Resolution NIPS 2021
Intriguing Properties of Vision Transformers NIPS 2021
Learning Graph Cellular Automata NIPS 2021
Statistically and Computationally Efficient Linear Meta-representation Learning NIPS 2021
Partition and Code: learning how to compress graphs NIPS 2021
Recognizing Vector Graphics without Rasterization NIPS 2021