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Representation Learning

4,516 papers

Papers per year

Papers

Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation CVPR 2021
Neural Cellular Automata Manifold CVPR 2021
Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise CVPR 2021
Improving the Efficiency and Robustness of Deepfakes Detection Through Precise Geometric Features CVPR 2021
Magic Layouts: Structural Prior for Component Detection in User Interface Designs CVPR 2021
Neural Prototype Trees for Interpretable Fine-Grained Image Recognition CVPR 2021
Robust Point Cloud Registration Framework Based on Deep Graph Matching CVPR 2021
Learning Decision Trees Recurrently Through Communication CVPR 2021
Learning the Predictability of the Future CVPR 2021
Joint Learning of 3D Shape Retrieval and Deformation CVPR 2021
PolyLM: Learning about Polysemy through Language Modeling EACL 2021
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia EACL 2021
Dependency parsing with structure preserving embeddings EACL 2021
Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles EMNLP 2021
The Impact of Positional Encodings on Multilingual Compression EMNLP 2021
Do Long-Range Language Models Actually Use Long-Range Context? EMNLP 2021
Learning Universal Authorship Representations EMNLP 2021
Predicting emergent linguistic compositions through time: Syntactic frame extension via multimodal chaining EMNLP 2021
Condenser: a Pre-training Architecture for Dense Retrieval EMNLP 2021
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP 2021
Contextualized Query Embeddings for Conversational Search EMNLP 2021
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval EMNLP 2021
Asking It All: Generating Contextualized Questions for any Semantic Role EMNLP 2021
ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension EMNLP 2021
Conditional probing: measuring usable information beyond a baseline EMNLP 2021