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

3,233

5,368

6,434

7,726

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Papers (including subtopics)

FlowChef: Steering of Rectified Flow Models for Controlled Generations ICCV 2025 FlowDec: A flow-based full-band general audio codec with high perceptual quality ICLR 2025 Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors ICLR 2025 FlowDPS : Flow-Driven Posterior Sampling for Inverse Problems ICCV 2025 FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models ICCV 2025 FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Flow Models CoRL 2025 Flow Factorization for Efficient Generative Flow Networks AAAI 2025 Flow-field inference from neural data using deep recurrent networks ICML 2025 Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution CVPR 2025 FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture EMNLP 2025 FlowMamba: Learning Point Cloud Scene Flow with Global Motion Propagation AAAI 2025 Flow matching achieves almost minimax optimal convergence ICLR 2025 Flow Matching Based Sequential Recommender Model IJCAI 2025 Flow Matching for Denoised Social Recommendation ICML 2025 Flow matching for stochastic linear control systems L4DC 2025 Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting ICLR 2025 Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective ICLR 2025 Flow-MIL: Constructing Highly-expressive Latent Feature Space For Whole Slide Image Classification Using Normalizing Flow ICCV 2025 Flow-NeRF: Joint Learning of Geometry, Poses, and Dense Flow within Unified Neural Representations CVPR 2025 FlowPolicy: Enabling Fast and Robust 3D Flow-Based Policy via Consistency Flow Matching for Robot Manipulation AAAI 2025 FlowRAM: Grounding Flow Matching Policy with Region-Aware Mamba Framework for Robotic Manipulation CVPR 2025 FlowR: Flowing from Sparse to Dense 3D Reconstructions ICCV 2025 FlowSE: Efficient and High-Quality Speech Enhancement via Flow Matching Interspeech 2025 FlowSeek: Optical Flow Made Easier with Depth Foundation Models and Motion Bases ICCV 2025 Flow Stochastic Segmentation Networks ICCV 2025