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Deep Learning
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11300 directly classified papers
Papers per year
2002: 2
2003: 3
2006: 11
2007: 13
2008: 16
2009: 16
2010: 23
2011: 27
2012: 30
2013: 55
2014: 69
2015: 145
2016: 408
2017: 695
2018: 1065
2019: 1479
2020: 1348
2021: 1407
2022: 1147
2023: 1123
2024: 1083
2025: 811
2026: 324
Papers
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach
ACL 2025
STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation
ACL 2025
Automated Fine-Grained Mixture-of-Experts Quantization
ACL 2025
Embeddings for Numerical Features Using tanh Activation
ACL 2025
LETS-C: Leveraging Text Embedding for Time Series Classification
ACL 2025
Rubic2: Ensemble Model for Russian Lemmatization
ACL 2025
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP
ACL 2025
Polarity inversion operators in PLM
ACL 2025
Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection
ACL 2025
IDF: Iterative Dynamic Filtering Networks for Generalizable Image Denoising
ICCV 2025
Tree-NeRV: Efficient Non-Uniform Sampling for Neural Video Representation via Tree-Structured Feature Grids
ICCV 2025
Alignment of CNN and Human Judgments of Geometric and Topological Concepts
AAAI 2025
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Networks
AAAI 2025
Bridge 2D-3D: Uncertainty-aware Hierarchical Registration Network with Domain Alignment
AAAI 2025
OTIAS: OcTree Implicit Adaptive Sampling for Multispectral and Hyperspectral Image Fusion
AAAI 2025
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis
AAAI 2025
PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning
AAAI 2025
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
AAAI 2025
Polarity inversion operators in PLM
CONLL 2025
Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels
ICCV 2025
Do Construction Distributions Shape Formal Language Learning In German BabyLMs?
CONLL 2025
EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images
ICCV 2025
Differential Mamba
IJCNLP 2025
MossNet: Mixture of State-Space Experts is a Multi-Head Attention
IJCNLP 2025
Deep Learning-Based Pedestrian Simulation with Limited Real-World Training Data: An Evaluation Framework
IJCAI 2025
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