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Machine Learning
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Efficient Computing
6,876 papers
Papers per year
2003: 3
2004: 2
2005: 3
2006: 3
2007: 8
2008: 10
2009: 7
2010: 11
2011: 12
2012: 15
2013: 53
2014: 48
2015: 55
2016: 97
2017: 135
2018: 233
2019: 369
2020: 502
2021: 664
2022: 741
2023: 1039
2024: 1063
2025: 1395
2026: 408
Papers
LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition
AAAI 2024
Arbitrary-Scale Video Super-resolution Guided by Dynamic Context
AAAI 2024
Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection
AAAI 2024
Bi-ViT: Pushing the Limit of Vision Transformer Quantization
AAAI 2024
SAM-PARSER: Fine-Tuning SAM Efficiently by Parameter Space Reconstruction
AAAI 2024
RG-GAN: Dynamic Regenerative Pruning for Data-Efficient Generative Adversarial Networks
AAAI 2024
Multi-Cross Sampling and Frequency-Division Reconstruction for Image Compressed Sensing
AAAI 2024
F³-Pruning: A Training-Free and Generalized Pruning Strategy towards Faster and Finer Text-to-Video Synthesis
AAAI 2024
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network
AAAI 2024
Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models
AAAI 2024
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning
AAAI 2024
EulerMormer: Robust Eulerian Motion Magnification via Dynamic Filtering within Transformer
AAAI 2024
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion
AAAI 2024
Patched Line Segment Learning for Vector Road Mapping
AAAI 2024
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling
AAAI 2024
High-Quality Real-Time Rendering Using Subpixel Sampling Reconstruction
AAAI 2024
MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators
AAAI 2024
Efficient Lightweight Image Denoising with Triple Attention Transformer
AAAI 2024
Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization
AAAI 2024
Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems
AAAI 2024
Contributing Dimension Structure of Deep Feature for Coreset Selection
AAAI 2024
Machine Learning-Powered Combinatorial Clock Auction
AAAI 2024
Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training
AAAI 2024
Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity
AAAI 2024
Shrinking Your TimeStep: Towards Low-Latency Neuromorphic Object Recognition with Spiking Neural Networks
AAAI 2024
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