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Methodology
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Machine Learning
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Feature Learning
817 directly classified papers
Papers per year
2001: 1
2003: 3
2005: 2
2006: 15
2007: 12
2008: 18
2009: 6
2010: 16
2011: 20
2012: 32
2013: 76
2014: 34
2015: 23
2016: 34
2017: 47
2018: 31
2019: 46
2020: 57
2021: 43
2022: 58
2023: 70
2024: 93
2025: 79
2026: 1
Papers
Predicting Human Translation Difficulty Using Automatic Word Alignment
ACL 2023
Improved Distribution Matching for Dataset Condensation
CVPR 2023
On the Stability-Plasticity Dilemma of Class-Incremental Learning
CVPR 2023
Learning to Binarize Continuous Features for Neuro-Rule Networks
IJCAI 2023
Explainable Recommendation with Personalized Review Retrieval and Aspect Learning
ACL 2023
Feature Shrinkage Pyramid for Camouflaged Object Detection With Transformers
CVPR 2023
Visual DNA: Representing and Comparing Images Using Distributions of Neuron Activations
CVPR 2023
Fair Densities via Boosting the Sufficient Statistics of Exponential Families
ICML 2023
Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition
CVPR 2023
Starting From Non-Parametric Networks for 3D Point Cloud Analysis
CVPR 2023
Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes
ICML 2023
Auditory Attention Detection in Real-Life Scenarios Using Common Spatial Patterns from EEG
INTERSPEECH 2023
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning
ICCV 2023
Supervising the Centroid Baseline for Extractive Multi-Document Summarization
EMNLP 2023
Towards Robust Metrics for Concept Representation Evaluation
AAAI 2023
Closed Boundary Learning for Classification Tasks with the Universum Class
EMNLP 2023
Chinese Lexical Substitution: Dataset and Method
EMNLP 2023
FeatureBooster: Boosting Feature Descriptors With a Lightweight Neural Network
CVPR 2023
A Human-machine Interface for Few-shot Rule Synthesis for Information Extraction
NAACL 2022
Embedding Hallucination for Few-shot Language Fine-tuning
NAACL 2022
Modeling Multi-Granularity Hierarchical Features for Relation Extraction
NAACL 2022
Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting
NAACL 2022
Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling
EMNLP 2022
Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese
NAACL 2022
Learning To Find Good Models in RANSAC
CVPR 2022
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