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

7,726

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Papers (including subtopics)

Diffusion Transformers for Tabular Data Time Series Generation ICLR 2025 DiffusionVLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression ICML 2025 DiffuSolve: Diffusion-based Solver for Non-convex Trajectory Optimization L4DC 2025 DiffVsgg: Diffusion-Driven Online Video Scene Graph Generation CVPR 2025 DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations ICCV 2025 DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization NAACL 2025 DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution CVPR 2025 DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models CVPR 2025 DiGA3D: Coarse-to-Fine Diffusional Propagation of Geometry and Appearance for Versatile 3D Inpainting ICCV 2025 Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025 Digging into Intrinsic Contextual Information for High-fidelity 3D Point Cloud Completion AAAI 2025 Digital Plankton NeurIPS 2025 DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer CVPR 2025 DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention CVPR 2025 DiHuR: Diffusion-Guided Generalizable Human Reconstruction WACV 2025 DIIN: Diffusion Iterative Implicit Networks for Arbitrary-scale Super-resolution IJCAI 2025 DiLQR: Differentiable Iterative Linear Quadratic Regulator via Implicit Differentiation ICML 2025 DiMa: Understanding the Hardness of Online Matching Problems via Diffusion Models ICML 2025 DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models ICCV 2025 DIME: Diffusion-Based Maximum Entropy Reinforcement Learning ICML 2025 Dimension-Independent Rates for Structured Neural Density Estimation ICML 2025 DimensionX: Create Any 3D and 4D Scenes from a Single Image with Decoupled Video Diffusion ICCV 2025 Di[M]O: Distilling Masked Diffusion Models into One-step Generator ICCV 2025 DIMO: Diverse 3D Motion Generation for Arbitrary Objects ICCV 2025 DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning EMNLP 2025