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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9,951

12,524

14,487

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Papers (including subtopics)

Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity AISTATS 2024 Fixed Non-negative Orthogonal Classifier: Inducing Zero-mean Neural Collapse with Feature Dimension Separation ICLR 2024 Fixed Point Diffusion Models CVPR 2024 Fixed points of nonnegative neural networks JMLR 2024 Fixing Overconfidence in Dynamic Neural Networks WACV 2024 (FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning NeurIPS 2024 Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex Optimization ICLR 2024 FLAME: A Small Language Model for Spreadsheet Formulas AAAI 2024 FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision NeurIPS 2024 FlashAvatar: High-fidelity Head Avatar with Efficient Gaussian Embedding CVPR 2024 FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models CVPR 2024 FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores ICLR 2024 FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction ICML 2024 Flatness-aware Sequential Learning Generates Resilient Backdoors ECCV 2024 Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball CVPR 2024 Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning CVPR 2024 FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing ICLR 2024 Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM NeurIPS 2024 FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning ICLR 2024 FLEURS-R: A Restored Multilingual Speech Corpus for Generation Tasks Interspeech 2024 Flexible Biometrics Recognition: Bridging the Multimodality Gap through Attention Alignment and Prompt Tuning CVPR 2024 Flexible Depth Completion for Sparse and Varying Point Densities CVPR 2024 Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NeurIPS 2024 Flexible Residual Binarization for Image Super-Resolution ICML 2024 Flexible task abstractions emerge in linear networks with fast and bounded units NeurIPS 2024