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Machine Learning
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Core Methods
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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
Your Large Language Models are Leaving Fingerprints
COLING 2025
Measuring the Impact of Rotation Equivariance on Aerial Object Detection
ICCV 2025
Studying the Effect of Hindi Tokenizer Performance on Downstream Tasks
COLING 2025
Neuromanifold-Regularized KANs for Shape-fair Feature Representations
ICCV 2025
AIM: Amending Inherent Interpretability via Self-Supervised Masking
ICCV 2025
Features that Make a Difference: Leveraging Gradients for Improved Dictionary Learning
NAACL 2025
Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives
COLING 2025
Jamo-Level Subword Tokenization in Low-Resource Korean Machine Translation
NAACL 2025
ESCAPE: Equivariant Shape Completion via Anchor Point Encoding
CVPR 2025
SHIP: Structural Hierarchies for Instance-Dependent Partial Labels
WACV 2025
Learning Deep Illumination-Robust Features from Multispectral Filter Array Images
WACV 2025
Dynamic and Adaptive Feature Generation with LLM
IJCAI 2025
Information Locality as an Inductive Bias for Neural Language Models
ACL 2025
Synapse@DravidianLangTech 2025: Multiclass Political Sentiment Analysis in Tamil X (Twitter) Comments: Leveraging Feature Fusion of IndicBERTv2 and Lexical Representations
NAACL 2025
How to Talk to Language Models: Serialization Strategies for Structured Entity Matching
NAACL 2025
TeCoFeS: Text Column Featurization using Semantic Analysis
NAACL 2025
FusionPhys: A Flexible Framework for Fusing Complementary Sensing Modalities in Remote Physiological Measurement
ICCV 2025
Background Invariance Testing According to Semantic Proximity
ICCV 2025
Bridging the Sky and Ground: Towards View-Invariant Feature Learning for Aerial-Ground Person Re-Identification
ICCV 2025
Revisiting Point Cloud Completion: Are We Ready For The Real-World?
ICCV 2025
VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow
ICCV 2025
Multi-Surrogate-Objective Optimization for Neural Topic Models
EMNLP 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation
ICCV 2025
Tesla at GenAI Detection Task 2: Fast and Scalable Method for Detection of Academic Essay Authenticity
COLING 2025
Relaxed Rotational Equivariance via G-Biases in Vision
AAAI 2025
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