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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
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers
ACL 2025
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening
AAAI 2025
SLIP: Spoof-Aware One-Class Face Anti-Spoofing with Language Image Pretraining
AAAI 2025
From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models
ACL 2025
Follow-Your-Click: Open-domain Regional Image Animation via Motion Prompts
AAAI 2025
LangSAMP: Language-Script Aware Multilingual Pretraining
ACL 2025
Beyond [cls]: Exploring the True Potential of Masked Image Modeling Representations
ICCV 2025
Continual Personalization for Diffusion Models
ICCV 2025
COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition
ICCV 2025
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation
ICCV 2025
EntitySAM: Segment Everything in Video
CVPR 2025
Steering Guidance for Personalized Text-to-Image Diffusion Models
ICCV 2025
CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training
AAAI 2025
Between Circuits and Chomsky: Pre-pretraining on Formal Languages Imparts Linguistic Biases
ACL 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models
ACL 2025
Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning
ACL 2025
CTIP: Towards Accurate Tabular-to-Image Generation for Tire Footprint Generation
WACV 2025
CSECU-DSG at SemEval-2025 Task 6: Exploiting Multilingual Feature Fusion-based Approach for Corporate Promise Verification
ACL 2025
Stanford MLab at SemEval-2025 Task 11: Track B–Emotion Intensity Detection
ACL 2025
MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification
AAAI 2025
MIMTrack: In-Context Tracking via Masked Image Modeling
AAAI 2025
Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy
ICCV 2025
NUST Titans at SemEval-2025 Task 11: AfroEmo: Multilingual Emotion Detection with Adaptive Afro-XLM-R
ACL 2025
ReTracker: Exploring Image Matching for Robust Online Any Point Tracking
ICCV 2025
A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning
WACV 2025
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