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

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

'10

'15

'20

'25

Papers (including subtopics)

SCUMesclab at SemEval-2026 Task 3: An Adaptive Dual-Track Framework for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 SCUZANE at SemEval-2026 Task 3: Dimensional Aspect-based Sentiment Analysis with Supervised Contrastive Regression and R-Drop Regularization SemEval 2026 S-DAG: A Subject-Based Directed Acyclic Graph for Multi-Agent Heterogeneous Reasoning AAAI 2026 SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding ACL 2026 SDDF: Specificity-Driven Dynamic Focusing for Open-Vocabulary Camouflaged Object Detection CVPR 2026 SDE-HARL: Scalable Distributed Policy Execution for Heterogeneous-Agent Reinforcement Learning AAAI 2026 SD-FSMIS: Adapting Stable Diffusion for Few-Shot Medical Image Segmentation CVPR 2026 SDGS: Spatial Difference Guided Gaussian Splatting for Simultaneous Localization and 3D Reconstruction CVPR 2026 SDiaReward: Modeling and Benchmarking Spoken Dialogue Rewards with Modality and Colloquialness ACL 2026 SD-PSFNet: Sequential and Dynamic Point Spread Function Network for Image Deraining AAAI 2026 SDT-6D: Fully Sparse Depth-Transformer for Staged End-to-End 6D Pose Estimation in Industrial Multi-View Bin Picking WACV 2026 SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks CVPR 2026 SDUIE: Semi-Supervised Diffusion for Underwater Image Enhancement with Quant-Text Dual Control CVPR 2026 SE360: Semantic Edit in 360° Panoramas via Hierarchical Data Construction AAAI 2026 SEA-BED: How Do Embedding Models Represent Southeast Asian Languages? ACL 2026 SeaCache: Spectral-Evolution-Aware Cache for Accelerating Diffusion Models CVPR 2026 Sea-CLIP: Mining Semantic-Aware Representations for Few-Shot Anomaly Detection with CLIP WACV 2026 Seals-NLP at SemEval-2026 Task 9: A Comparative Study of Transformer Architectures for Polarization Detection SemEval 2026 SEAM: Bridging the Temporal-Semantic Granularity Gap for LLM-based Speech Recognition EACL 2026 SEBSFormer: A Spectral-Enhanced Bi-Stream Transformer for Robust EEG Decoding AAAI 2026 SecMoE: Communication-Efficient Secure MoE Inference via Select-Then-Compute AAAI 2026 SECOS: Semantic Capture for Rigorous Classification in Open-World Semi-Supervised Learning CVPR 2026 SecureGate: Learning When to Reveal PII Safely via Token-Gated Dual-Adapters for Federated LLMs ACL 2026 SeCuRepair: Semantics-Aligned, Curriculum-Driven, and Reasoning-Enhanced Vulnerability Repair Framework ACL 2026 SeDev: Structured Semantic Exploration for LLM-Driven Code Generation ACL 2026