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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Papers (including subtopics)

From Selection to Refinement: Iterative Optimization for Instruction Data ACL 2026 From Selection to Scheduling: Federated Geometry-Aware Correction Makes Exemplar Replay Work Better under Continual Dynamic Heterogeneity CVPR 2026 From Semantics to Spectrum: A New Lens on Graph Augmentation Strategy AAAI 2026 From Sequential to Recursive: Enhancing Decision-Focused Learning with Bidirectional Feedback AAAI 2026 From Sketch to Fresco: Efficient Diffusion Transformer with Progressive Resolution CVPR 2026 From Softmax to Dirichlet: Evidential Learning for Semi-supervised Semantic Segmentation CVPR 2026 From Sparse to Sense-Grounded: Wikipedia Training for Ukrainian Visual-WSD CoNLL 2026 From Spots to Pixels: Dense Spatial Gene Expression Prediction from Histology Images CVPR 2026 From Static to Active: Knowledge-Aware Node State Selection in Multi-view Graph Learning AAAI 2026 From Static to Dynamic: Exploring Self-supervised Image-to-Video Representation Transfer Learning CVPR 2026 From Subtle to Significant: Prompt-Driven Self-Improving Optimization in Test-Time Graph OOD Detection AAAI 2026 From TDMA to CDMA: A Multi-bit Watermark for Diffusion Language Models ACL 2026 From Weights to Concepts: Data-Free Interpretability of CLIP via Singular Vector Decomposition CVPR 2026 FSFSplatter: Geometrically Accurate Reconstruction with Free Sparse-view Images within 2 minutes CVPR 2026 FSLoRA: Harmonizing Detection and Re-Identification via Freq-Spatial Low-Rank Adapter for One-Stage Person Search CVPR 2026 FT-MoE: Sustainable-learning Mixture of Experts for Fault-Tolerant Computing AAAI 2026 Fuel Gauge: Estimating Chain-of-Thought Length Ahead of Time in Large Multimodal Models CVPR 2026 FuLLaMa: Training-free Diffusion-based Object Removal with Context Preservation WACV 2026 Full-Atom Peptide Design via Riemannian–Euclidean Bayesian Flow Networks AAAI 2026 Fully Unsupervised Self-debiasing of Text-to-Image Diffusion Models WACV 2026 Functional Mean Flow in Hilbert Space CVPR 2026 Function Words as Statistical Cues for Language Learning ACL 2026 FunnyBorg at SemEval-2026 Task 1: Humor Generation SemEval 2026 FUSER: Feed-Forward Multiview 3D Registration Transformer and SE(3)$^N$ Diffusion Refinement CVPR 2026 Fusing Deep Learning and Fuzzy Logic: A Framework for Adaptive and Scalable Interpretability AAAI 2026