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Deep Learning
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Model Architecture
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
Cached Transformers: Improving Transformers with Differentiable Memory Cachde
AAAI 2024
Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater Image Enhancement
AAAI 2024
MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution
NIPS 2024
End-to-End RGB-D Image Compression via Exploiting Channel-Modality Redundancy
AAAI 2024
DIUSum: Dynamic Image Utilization for Multimodal Summarization
AAAI 2024
You Only Need Less Attention at Each Stage in Vision Transformers
CVPR 2024
Parallel Backpropagation for Shared-Feature Visualization
NIPS 2024
Spatial Transform Decoupling for Oriented Object Detection
AAAI 2024
Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree
NIPS 2024
Efficient Look-Up Table from Expanded Convolutional Network for Accelerating Image Super-resolution
AAAI 2024
SD-MVS: Segmentation-Driven Deformation Multi-View Stereo with Spherical Refinement and EM Optimization
AAAI 2024
All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models
AAAI 2024
Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks
AAAI 2024
Boosting Adversarial Transferability by Block Shuffle and Rotation
CVPR 2024
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
NIPS 2024
Entropy Induced Pruning Framework for Convolutional Neural Networks
AAAI 2024
Making Vision Transformers Truly Shift-Equivariant
CVPR 2024
AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer
NIPS 2024
SAVSR: Arbitrary-Scale Video Super-Resolution via a Learned Scale-Adaptive Network
AAAI 2024
Ink Dot-Oriented Differentiable Optimization for Neural Image Halftoning
CVPR 2024
FRED: Towards a Full Rotation-Equivariance in Aerial Image Object Detection
AAAI 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization
CVPR 2024
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
NIPS 2024
MLP Can Be A Good Transformer Learner
CVPR 2024
Bi-ViT: Pushing the Limit of Vision Transformer Quantization
AAAI 2024
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