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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87
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453
859
1,652
3,233
5,368
6,434
7,726
8,506
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12,524
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6,029
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Papers (including subtopics)
AdvDINO: Domain-Adversarial Self-Supervised Representation Learning for Spatial Proteomics
MIDL 2026
Adversarial Metric Learning for Fine-Grained Emotion Classification
ACL 2026
Adversarial Perturbation Shield: Preventing Concept Bleed-through in Continual Learning of Personalized Generative Models
AAAI 2026
AdvFM: Lookahead Flow-Matching Velocity-Field Attacks for Imperceptible and Transferable Adversarial Examples
CVPR 2026
AE2VID: Event-based Video Reconstruction via Aperture Modulation
CVPR 2026
AEDR: Training-Free AI-Generated Image Attribution via Autoencoder Double-Reconstruction
AAAI 2026
AEON: Adaptive Embedding Optimized Noise for Robust Watermarking in Diffusion Models
WACV 2026
AeroGS: Scale-Aware Gaussian Splatting for Pose-Free Dynamic UAV Scene Reconstruction
CVPR 2026
AesX: Enhance Your Images with Stunning Aesthetic Beauty
ACL 2026
A Faster Path to Continual Learning
CVPR 2026
A Fast, Simple, and Flexible Scale Informative Feature Transform Module for Arbitrary Scale Image Super-Resolution
WACV 2026
Affordance-First Decomposition for Continual Learning in Video-Language Understanding
CVPR 2026
AffordGen: Generating Diverse Demonstrations for Generalizable Object Manipulation with Affordance Correspondence
CVPR 2026
AffordGrasp: Cross-Modal Diffusion for Affordance-Aware Grasp Synthesis
CVPR 2026
Affostruction: 3D Affordance Grounding with Generative Reconstruction
CVPR 2026
A-FloPS: Accelerating Diffusion Models via Adaptive Flow Path Sampler
AAAI 2026
A Foundation Model for Brain MRI with Dynamic Modality Integration (Student Abstract)
AAAI 2026
AFourP at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays
SemEval 2026
A Frame is Worth One Token: Efficient Generative World Modeling with Delta Tokens
CVPR 2026
AfriNLLB: Efficient Translation Models for African Languages
EACL 2026
AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns
ACL 2026
A Functional-Space Mean-Field Theory of Partially-Trained Three-Layer Neural Networks
JMLR 2026
AGAI at SemEval-2026 Task 10: Enhancing Conspiracy Detection via Instruction-tuned LLMs
SemEval 2026
AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation
WACV 2026
AgentDet: A Shared-Blackboard Multi-Agent Framework for Zero-/Few-Shot Object Detection
CVPR 2026