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Feature Learning

817 directly classified papers

Papers per year

Papers

On the Identifiability of Nonlinear ICA: Sparsity and Beyond NIPS 2022
Learning Generalized Relational Heuristic Networks for Model-Agnostic Planning AAAI 2021
BoW Pooling: A Plug-and-Play Unit for Feature Aggregation of Point Clouds AAAI 2021
Multi-Dimensional Classification via Sparse Label Encoding ICML 2021
GSPL: A Succinct Kernel Model for Group-Sparse Projections Learning of Multiview Data IJCAI 2021
Learning local modules in dynamic networks L4DC 2021
A Note on Sparse Generalized Eigenvalue Problem NIPS 2021
Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition INTERSPEECH 2021
The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts EMNLP 2021
Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora EMNLP 2021
Exploratory Model Analysis Using Data-Driven Neuron Representations EMNLP 2021
Modeling Semantics and Pragmatics of Spatial Prepositions via Hierarchical Common-Sense Primitives ACL 2021
An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language Identification EMNLP 2021
ABMDRNet: Adaptive-Weighted Bi-Directional Modality Difference Reduction Network for RGB-T Semantic Segmentation CVPR 2021
Context-Aware Interaction Network for Question Matching EMNLP 2021
Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement ICML 2021
Submodular Span, with Applications to Conditional Data Summarization AAAI 2021
Coarse-To-Fine Person Re-Identification With Auxiliary-Domain Classification and Second-Order Information Bottleneck CVPR 2021
IQDet: Instance-Wise Quality Distribution Sampling for Object Detection CVPR 2021
Learning To Match Features With Seeded Graph Matching Network ICCV 2021
Representing the Unification of Text Featurization using a Context-Free Grammar AAAI 2021
Neighborhood Normalization for Robust Geometric Feature Learning CVPR 2021
Dynamic Dual Gating Neural Networks ICCV 2021
Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment ICCV 2021
Discrimination-Aware Mechanism for Fine-Grained Representation Learning CVPR 2021