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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
Disentangled Clothed Avatar Generation with Layered Representation
ICCV 2025
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models
AAAI 2025
Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities
AAAI 2025
Controllable 3D Dance Generation Using Diffusion-Based Transformer U-Net
AAAI 2025
DeepLA-Net: Very Deep Local Aggregation Networks for Point Cloud Analysis
CVPR 2025
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification
AAAI 2025
MAD: Memory-Augmented Detection of 3D Objects
CVPR 2025
CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging
CVPR 2025
ADD: Attribution-Driven Data Augmentation Framework for Boosting Image Super-Resolution
CVPR 2025
EntropyMark: Towards More Harmless Backdoor Watermark via Entropy-based Constraint for Open-source Dataset Copyright Protection
CVPR 2025
Fast and Slow Gradient Approximation for Binary Neural Network Optimization
AAAI 2025
MDP: Multidimensional Vision Model Pruning with Latency Constraint
CVPR 2025
Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework
AAAI 2025
ShiftwiseConv: Small Convolutional Kernel with Large Kernel Effect
CVPR 2025
GradQ-ViT: Robust and Efficient Gradient Quantization for Vision Transformers
AAAI 2025
AutoLUT: LUT-Based Image Super-Resolution with Automatic Sampling and Adaptive Residual Learning
CVPR 2025
Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resection with Pringle Maneuver
AAAI 2025
Plug-and-Play Tri-Branch Invertible Block for Image Rescaling
AAAI 2025
Quantization without Tears
CVPR 2025
Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing
AAAI 2025
Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement
AAAI 2025
SalM²: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention
AAAI 2025
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality
CVPR 2025
ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks
CVPR 2025
Perceptual Video Compression with Neural Wrapping
CVPR 2025
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