conftrace_

Deep Learning

78,198 papers (26 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (32,670) Architectures (30,950) Models (20,488) Techniques (9,432) Optimization & Theory (7,804) Application Areas (273)

Papers per year

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859

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5,368

6,434

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9,951

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Papers (including subtopics)

SPEGC: Continual Test-Time Adaptation via Semantic-Prompt-Enhanced Graph Clustering for Medical Image Segmentation CVPR 2026 SPE-MVS: Spatial Position Encoding Enhanced Multi-View Stereo with Monocular Depth Priors CVPR 2026 SphereDiff: Tuning-free 360° Static and Dynamic Panorama Generation via Spherical Latent Representation AAAI 2026 SphereEdit: Spherical Semantic Editing in Diffusion Models WACV 2026 Spherical Geometry Diffusion: Generating High-quality 3D Face Geometry via Sphere-anchored Representations AAAI 2026 Spherical Leech Quantization for Visual Tokenization and Generation CVPR 2026 Spherical Voronoi: Directional Appearance as a Differentiable Partition of the Sphere CVPR 2026 SpiderFlow: Efficient Topology-Aware Scheduling for LLM Training Across Decentralized GPU Clusters ACL 2026 SpidR-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation ACL 2026 SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition AAAI 2026 Spike-driven Discrete Aggregation for Event-based Object Detection CVPR 2026 Spike Imaging Velocimetry: Dense Motion Estimation of Fluids Using Spike Streams AAAI 2026 SpikeRain: Towards Energy-Efficient Single Image Deraining with Spiking Neural Networks WACV 2026 SpikeTrack: High-performance and Energy-efficient Event-Based Object Tracking with Spiking Neural Network CVPR 2026 Spiking-Aided Neural Architecture for Efficient and Robust WiFi Sensing AAAI 2026 Spikingformer: A Key Foundation Model for Spiking Neural Networks AAAI 2026 Spiking Heterogeneous Graph Attention Networks AAAI 2026 SpikingIR: A Novel Converted Spiking Neural Network for Efficient Image Restoration AAAI 2026 SpiralDiff: Spiral Diffusion with LoRA for RGB-to-RAW Conversion Across Cameras CVPR 2026 SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration AAAI 2026 Spk2VidNet: A Hierarchical Recurrent Architecture for High-Fidelity Video Reconstruction from Long Spike-Camera Streams CVPR 2026 Splat-Based Metal Artifact Reduction in Cone-Beam CT via Compact Attenuation Modeling CVPR 2026 Splatent: Splatting Diffusion Latents for Novel View Synthesis CVPR 2026 Splat-SAP: Feed-Forward Gaussian Splatting for Human-Centered Scene with Scale-Aware Point Map Reconstruction AAAI 2026 Splats in Splats: Robust and Effective 3D Steganography Towards Gaussian Splatting AAAI 2026