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Deep Learning
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Deep Learning
113 directly classified papers
Papers per year
2010: 1
2012: 1
2013: 1
2016: 2
2017: 4
2018: 6
2019: 13
2020: 12
2021: 12
2022: 20
2023: 9
2024: 17
2025: 15
Papers
Large Images Are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
AAAI 2025
GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model
AAAI 2025
FineVQ: Fine-Grained User Generated Content Video Quality Assessment
CVPR 2025
Adaptive Wavelet-Positional Encoding for High-Frequency Information Learning in Implicit Neural Representation
AAAI 2025
SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal
CVPR 2025
GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping
AAAI 2025
Learning Physics Informed Neural ODEs with Partial Measurements
AAAI 2025
High Dynamic Range Video Compression: A Large-Scale Benchmark Dataset and A Learned Bit-depth Scalable Compression Algorithm
CVPR 2025
SPAC: Sparse Partitioning and Adaptive Core Tensor Pruning Model for Knowledge Graph Completion
AAAI 2025
ARMR: Adaptively Responsive Network for Medication Recommendation
IJCAI 2025
Symbolic Neural Ordinary Differential Equations
AAAI 2025
PriFold: Biological Priors Improve RNA Secondary Structure Predictions
AAAI 2025
A Hybrid Framework for Airfoil Optimization: Combining PINNs and Genetic Algorithm (Student Abstract)
AAAI 2025
Embedding Robust Watermarking into Pattern to Protect the Copyright of Ceramic Artifacts
AAAI 2025
Physiology-Aware PolySnake for Coronary Vessel Segmentation
WACV 2025
PatchFusion: An End-to-End Tile-Based Framework for High-Resolution Monocular Metric Depth Estimation
CVPR 2024
3D LiDAR Mapping in Dynamic Environments using a 4D Implicit Neural Representation
CVPR 2024
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning
AAAI 2024
A General Implicit Framework for Fast NeRF Composition and Rendering
AAAI 2024
PiShield: A PyTorch Package for Learning with Requirements
IJCAI 2024
Neural Physical Simulation with Multi-Resolution Hash Grid Encoding
AAAI 2024
Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening
AAAI 2024
HashPoint: Accelerated Point Searching and Sampling for Neural Rendering
CVPR 2024
Unsupervised Deep Unrolling Networks for Phase Unwrapping
CVPR 2024
Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees
AAAI 2024
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