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

1,652

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5,368

6,434

7,726

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9,951

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Papers (including subtopics)

DepthCues: Evaluating Monocular Depth Perception in Large Vision Models CVPR 2025 DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching AAAI 2025 Depth Pro: Sharp Monocular Metric Depth in Less Than a Second ICLR 2025 Depth Separations in Neural Networks: Separating the Dimension from the Accuracy COLT 2025 Dequantified Diffusion-Schrödinger Bridge for Density Ratio Estimation ICML 2025 Dequantization and Color Transfer with Diffusion Models WACV 2025 DeRainGS: Gaussian Splatting for Enhanced Scene Reconstruction in Rainy Environments AAAI 2025 Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI CVPR 2025 Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems JMLR 2025 Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025 Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology ICCV 2025 DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models CVPR 2025 Describe Anything: Detailed Localized Image and Video Captioning ICCV 2025 Design and Evaluation of a Generative Artificial Intelligence-Based Tool for Students with Learning Disabilities in Kenya AAAI 2025 Design Choices for Extending the Context Length of Visual Language Models ACL 2025 DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding EMNLP 2025 DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models CVPR 2025 DesignEdit: Unify Spatial-Aware Image Editing via Training-free Inpainting with a Multi-Layered Latent Diffusion Framework AAAI 2025 Designing and Contextualising Probes for African Languages ACL 2025 Designing Concise ConvNets with Columnar Stages ICLR 2025 Designing Cyclic Peptides via Harmonic SDE with Atom-Bond Modeling ICML 2025 Designing Mechanical Meta-Materials by Learning Equivariant Flows ICLR 2025 Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling AAAI 2025 Design Principles of Multi-Scale J-Invariant Networks for Self-Supervised Image Denoising WACV 2025 Design Principle Transfer in Neural Architecture Search via Large Language Models AAAI 2025