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Deep Learning
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4351 directly classified papers
Papers per year
2006: 1
2008: 1
2009: 1
2010: 1
2013: 5
2014: 5
2015: 22
2016: 57
2017: 124
2018: 231
2019: 415
2020: 405
2021: 617
2022: 503
2023: 619
2024: 584
2025: 505
2026: 255
Papers
Estimating 2D Camera Motion with Hybrid Motion Basis
ICCV 2025
LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models
NAACL 2025
RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model
NAACL 2025
PLD+: Accelerating LLM Inference by Leveraging Language Model Artifacts
NAACL 2025
Dynamic Feature Fusion for Sign Language Translation Using HyperNetworks
NAACL 2025
Aligning Sizes of Intermediate Layers by LoRA Adapter for Knowledge Distillation
NAACL 2025
DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval
AAAI 2025
Plug-and-Play Tri-Branch Invertible Block for Image Rescaling
AAAI 2025
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation
ICCV 2025
MambaLCT: Boosting Tracking via Long-term Context State Space Model
AAAI 2025
Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resection with Pringle Maneuver
AAAI 2025
Training-and-Prompt-Free General Painterly Harmonization via Zero-Shot Disentenglement on Style and Content References
AAAI 2025
Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement
AAAI 2025
Separating the Wheat from the Chaff: Spatio-Temporal Transformer with View-interweaved Attention for Photon-Efficient Depth Sensing
AAAI 2025
Multi-Focus Image Fusion via Explicit Defocus Blur Modelling
AAAI 2025
Boosting Image De-Raining via Central-Surrounding Synergistic Convolution
AAAI 2025
Training Verification-Friendly Neural Networks via Neuron Behavior Consistency
AAAI 2025
First Line of Defense: A Robust First Layer Mitigates Adversarial Attacks
AAAI 2025
Cross-Modal Stealth: A Coarse-to-Fine Attack Framework for RGB-T Tracker
AAAI 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation
AAAI 2025
Achieving Lightweight Super-Resolution for Real-Time Computer Graphics
AAAI 2025
Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling
AAAI 2025
Unsupervised Anomaly Detection for Tabular Data Using Deep Noise Evaluation
AAAI 2025
ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-wise Adaptation and Attention Disentanglement
ICCV 2025
Denoised Attention and Question-Augmented Representations for Knowledge Tracing
IJCAI 2025
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