Deep Learning
78,198 papers (26 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
2
5
1
2
47
50
53
51
87
90
125
229
234
453
859
1,652
3,233
5,368
6,434
7,726
8,506
9,951
12,524
14,487
6,029
'5
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Papers (including subtopics)
Real-Time Novel-View Freehand Ultrasound Imaging via Point-Cloud Rendering and Diffusion-Bridge Completion
MIDL 2026
Real-Time Tracking of Flexible Markers in Low-Contrast Fluoroscopy Using a Deep Neural Network Trained Solely on Synthetic Data
WACV 2026
RealUHR: Harnessing Patch-Cascade Flows for Photorealistic Ultra-High-Resolution Synthesis
AAAI 2026
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark
CVPR 2026
REArtGS++: Generalizable Articulation Reconstruction with Temporal Geometry Constraint via Planar Gaussian Splatting
CVPR 2026
ReasMark: A Robust Watermark for Attributing LLM Reasoning Under Knowledge Distillation Attacks
ACL 2026
ReasonAny: Incorporating Reasoning Capability to Any Model via Simple and Effective Model Merging
ACL 2026
ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval
ACL 2026
Reasoning Diffusion for Unpaired Test Time Out-of-distribution Text-Image to Video Generation
CVPR 2026
Reasoning-Driven Anomaly Detection and Localization with Image-Level Supervision
CVPR 2026
Reasoning Fails Where Step Flow Breaks
ACL 2026
Reasoning Palette: Modulating Reasoning via Latent Contextualization for Controllable Exploration for (V)LMs
CVPR 2026
Reasoning Structure Matters for Safety Alignment of Reasoning Models
ACL 2026
Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers
ACL 2026
Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations
ACL 2026
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
ACL 2026
ReBoot: Encrypted Training of Deep Neural Networks with CKKS Bootstrapping
AAAI 2026
ReBrain: Brain MRI Reconstruction from Sparse CT Slice via Retrieval-Augmented Diffusion
WACV 2026
RebRL: Reinforcing Discrete Visual Diffusion Models with Rebalanced Timestep Credits
CVPR 2026
ReCAD: Reinforcement Learning Enhanced Parametric CAD Model Generation with Vision-Language Models
AAAI 2026
Reclaiming Lost Text Layers for Source-Free Cross-Domain Few-Shot Learning
CVPR 2026
ReCode: Reinforcing Code Generation with Reasoning-Process Rewards
ACL 2026
ReCoFuse: Ultra-Robust Image Fusion via Restorative Multi-Modal Diffusion Reciprocal Coupling
CVPR 2026
Reconstructing CLIP for Open-Vocabulary Dense Perception
CVPR 2026
Reconstructing Realistic and Relightable Eyes
WACV 2026