Deep Learning
78,198 papers (26 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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2
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87
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453
859
1,652
3,233
5,368
6,434
7,726
8,506
9,951
12,524
14,487
6,029
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Papers (including subtopics)
Sign-Aware Multimodal Graph Recommendation
AAAI 2026
SignPR: A Progressive Vector-Quantized Diffusion Framework for Sign Language Production
CVPR 2026
SilkPeak at SemEval-2026 Task 6: When Politicians Dodge — Unmasking Evasion in Political Interviews through Joint Multi-Task Transformer Learning
SemEval 2026
SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting
AAAI 2026
SimForce: Force and Surface Electromyography from Full Body Video with Graph Neural Nets
WACV 2026
Similarity-Consistent Likelihood Diffusion enables Hidden Person Detection from Wall Reflections
CVPR 2026
SimLBR: Learning to Detect Fake Images by Learning to Detect Real Images
CVPR 2026
SimpleDiffusion: A Lightweight and Efficient Conditional Diffusion Model for Multi-Modal Salient Object Detection
AAAI 2026
Simple Is Better: Multiplication May Be All You Need for LLM Request Scheduling
OSDI 2026
SIMPLEPOSTER: A SIMPLE BASELINE FOR PRODUCT POSTER GENERATION
CVPR 2026
Simple-ViLMedSAM: Simple Text Prompts Meet Vision-Language Models for Medical Image Segmentation
CVPR 2026
Simplex-Aligned Diffusion with Cross-Granularity Interaction for Robust Medical Image Classification
MIDL 2026
SimRecon: SimReady Compositional Scene Reconstruction from Real Videos
CVPR 2026
SimScale: Learning to Drive via Real-World Simulation at Scale
CVPR 2026
SIMSPINE: A Biomechanics-Aware Simulation Framework for 3D Spine Motion Annotation and Benchmarking
CVPR 2026
Sim-to-Real: An Unsupervised Noise Layer for Screen-Camera Watermarking Robustness
AAAI 2026
SinBasis Networks: Matrix-Equivalent Feature Extraction for Wave-Like Optical Spectrograms
AAAI 2026
SineProject: Machine Unlearning for Stable Vision-Language Alignment
CVPR 2026
SinGeo: Unlock Single Model's Potential for Robust Cross-View Geo-Localization
CVPR 2026
Single-Pass, Depth-Selective Reading for Multi-Aspect Sentiment Analysis
ACL 2026
Single-Round Scalable Analytic Federated Learning
CVPR 2026
Single-Stage fMRI-to-3D Reconstruction via Viewpoint-Aware Embedding and Hierarchical Guidance
AAAI 2026
Single-step Diffusion-based Video Coding with Semantic-Temporal Guidance
CVPR 2026
Single-step Diffusion for Image Compression at Ultra-Low Bitrates
WACV 2026
SIR: Structured Image Representations for Explainable Robot Learning
CVPR 2026