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Deep Learning

1752 directly classified papers

Papers per year

Papers

Classification with Deep Neural Networks and Logistic Loss JMLR 2024
Spatio-Temporal Turbulence Mitigation: A Translational Perspective CVPR 2024
Single-View Scene Point Cloud Human Grasp Generation CVPR 2024
Video-Based Human Pose Regression via Decoupled Space-Time Aggregation CVPR 2024
Deep Video Inverse Tone Mapping Based on Temporal Clues CVPR 2024
Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal Alignment CVPR 2024
ANIM: Accurate Neural Implicit Model for Human Reconstruction from a single RGB-D Image CVPR 2024
Real-Time Simulated Avatar from Head-Mounted Sensors CVPR 2024
Inter-X: Towards Versatile Human-Human Interaction Analysis CVPR 2024
Towards Real-World HDR Video Reconstruction: A Large-Scale Benchmark Dataset and A Two-Stage Alignment Network CVPR 2024
Real-World Mobile Image Denoising Dataset with Efficient Baselines CVPR 2024
GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time AAAI 2024
Improving Neural Network Generalization on Data-Limited Regression with Doubly-Robust Boosting AAAI 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024
One Step Closer to Unbiased Aleatoric Uncertainty Estimation AAAI 2024
Neural Redshift: Random Networks are not Random Functions CVPR 2024
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures CVPR 2024
Overparametrized Multi-layer Neural Networks: Uniform Concentration of Neural Tangent Kernel and Convergence of Stochastic Gradient Descent JMLR 2024
StraightPCF: Straight Point Cloud Filtering CVPR 2024
UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation AAAI 2024
iToF-flow-based High Frame Rate Depth Imaging CVPR 2024
Dynamic Spiking Graph Neural Networks AAAI 2024
SHoP: A Deep Learning Framework for Solving High-Order Partial Differential Equations AAAI 2024
Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification AAAI 2024
Targeted Activation Penalties Help CNNs Ignore Spurious Signals AAAI 2024