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Deep Learning
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Pretraining
2471 directly classified papers
Papers per year
2009: 2
2010: 1
2012: 1
2013: 1
2014: 4
2015: 5
2016: 19
2017: 26
2018: 33
2019: 117
2020: 218
2021: 311
2022: 333
2023: 451
2024: 448
2025: 373
2026: 128
Papers
Label-Free Synthetic Pretraining of Object Detectors
WACV 2024
Contextual Affinity Distillation for Image Anomaly Detection
WACV 2024
Design Choices for Enhancing Noisy Student Self-Training
WACV 2024
Improving Vision-and-Language Reasoning via Spatial Relations Modeling
WACV 2024
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator
NIPS 2024
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration
WACV 2024
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras
WACV 2024
A CURATEd CATalog: Rethinking the Extraction of Pretraining Corpora for Mid-Resourced Languages
COLING 2024
Time- Memory- and Parameter-Efficient Visual Adaptation
CVPR 2024
VCISR: Blind Single Image Super-Resolution With Video Compression Synthetic Data
WACV 2024
Learning Robust Deep Visual Representations From EEG Brain Recordings
WACV 2024
CrossMAE: Cross-Modality Masked Autoencoders for Region-Aware Audio-Visual Pre-Training
CVPR 2024
SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction
WACV 2024
LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP
CVPR 2024
Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where
WACV 2024
Uncertainty-aware Fine-tuning of Segmentation Foundation Models
NIPS 2024
Differentially Private Video Activity Recognition
WACV 2024
Image Labels Are All You Need for Coarse Seagrass Segmentation
WACV 2024
Cell ontology guided transcriptome foundation model
NIPS 2024
Deep Correlated Prompting for Visual Recognition with Missing Modalities
NIPS 2024
LidarCLIP or: How I Learned To Talk to Point Clouds
WACV 2024
A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation
COLING 2024
ManWav: The First Manchu ASR Model
ACL 2024
Self-Supervised Quantization-Aware Knowledge Distillation
AISTATS 2024
Pharmacokinetics-Informed Neural Network for Predicting Opioid Administration Moments with Wearable Sensors
AAAI 2024
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