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Deep Learning

1752 directly classified papers

Papers per year

Papers

UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement CVPR 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024
iToF-flow-based High Frame Rate Depth Imaging CVPR 2024
Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NIPS 2024
Monocular Identity-Conditioned Facial Reflectance Reconstruction CVPR 2024
LAN: Learning to Adapt Noise for Image Denoising CVPR 2024
Revisiting Adversarial Training at Scale CVPR 2024
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut NIPS 2024
Continuous Pose for Monocular Cameras in Neural Implicit Representation CVPR 2024
ANIM: Accurate Neural Implicit Model for Human Reconstruction from a single RGB-D Image CVPR 2024
Towards Unbiased Exploration in Partial Label Learning JMLR 2024
Split Conformal Prediction and Non-Exchangeable Data JMLR 2024
Classification with Deep Neural Networks and Logistic Loss JMLR 2024
Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types AAAI 2024
TULIP: Multi-camera 3D Precision Assessment of Parkinson's Disease CVPR 2024
Overparametrized Multi-layer Neural Networks: Uniform Concentration of Neural Tangent Kernel and Convergence of Stochastic Gradient Descent JMLR 2024
Neural Redshift: Random Networks are not Random Functions CVPR 2024
UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation AAAI 2024
Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery AAAI 2024
Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration CVPR 2024
Real-Time Simulated Avatar from Head-Mounted Sensors CVPR 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
SHoP: A Deep Learning Framework for Solving High-Order Partial Differential Equations AAAI 2024
Dynamic Spiking Graph Neural Networks AAAI 2024