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Methodology
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Machine Learning
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Transfer Learning
3884 directly classified papers
Papers per year
2002: 1
2003: 1
2006: 3
2007: 2
2008: 3
2009: 3
2010: 4
2011: 7
2012: 5
2013: 28
2014: 14
2015: 14
2016: 50
2017: 119
2018: 136
2019: 254
2020: 371
2021: 481
2022: 497
2023: 584
2024: 538
2025: 735
2026: 34
Papers
Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement
ICCV 2025
Modern Models, Medieval Texts: A POS Tagging Study of Old Occitan
NAACL 2025
Leveraging Large Language Models in Detecting Anti-LGBTQIA+ User-generated Texts
NAACL 2025
The Impact of Dialect Variation on Robust Automatic Speech Recognition for Catalan
NAACL 2025
Will the Prince Get True Love’s Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts
NAACL 2025
Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics
CVPR 2025
Towards Generalizable Scene Change Detection
CVPR 2025
Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training?
CVPR 2025
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles
CVPR 2025
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective
CVPR 2025
SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models
CVPR 2025
VL2Lite: Task-Specific Knowledge Distillation from Large Vision-Language Models to Lightweight Networks
CVPR 2025
Data Distributional Properties As Inductive Bias for Systematic Generalization
CVPR 2025
Acquisition and Application of Novel Knowledge in Large Language Models
ACL 2025
CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware Augmentation and Consistency Enforcement
WACV 2025
CryoDomain: Sequence-free Protein Domain Identification from Low-resolution Cryo-EM Density Maps
AAAI 2025
Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment
CVPR 2025
EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness
IJCAI 2025
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors
IJCAI 2025
G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion
ICCV 2025
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor
ICCV 2025
Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains
WACV 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation
ICCV 2025
TrackAny3D: Transferring Pretrained 3D Models for Category-unified 3D Point Cloud Tracking
ICCV 2025
Sample-Efficient Behavior Cloning Using General Domain Knowledge
IJCAI 2025
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