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Deep Learning

113 directly classified papers

Papers per year

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