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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87

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125

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453

859

1,652

3,233

5,368

6,434

7,726

8,506

9,951

12,524

14,487

6,029

'5

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Papers (including subtopics)

Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring CVPR 2024 Efficient Multitask Dense Predictor via Binarization CVPR 2024 Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters NeurIPS 2024 Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks ICML 2024 Efficient Pareto Manifold Learning with Low-Rank Structure ICML 2024 Efficient Planning with Latent Diffusion ICLR 2024 Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation EMNLP 2024 Efficient Precision and Recall Metrics for Assessing Generative Models using Hubness-aware Sampling ICML 2024 EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP 2024 Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate NeurIPS 2024 Efficient Reinforcement Learning by Discovering Neural Pathways NeurIPS 2024 Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications AAAI 2024 EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything CVPR 2024 Efficient Score Matching with Deep Equilibrium Layers ICLR 2024 Efficient Semantic Matching With Hypercolumn Correlation WACV 2024 Efficient Sequential Decision Making with Large Language Models EMNLP 2024 Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models ICLR 2024 Efficient Sign-Based Optimization: Accelerating Convergence via Variance Reduction NeurIPS 2024 Efficient Speaker Embedding Extraction Using a Twofold Sliding Window Algorithm for Speaker Diarization Interspeech 2024 Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning AAAI 2024 Efficient Stitchable Task Adaptation CVPR 2024 Efficient Subgraph GNNs by Learning Effective Selection Policies ICLR 2024 Efficient Target Propagation by Deriving Analytical Solution AAAI 2024 Efficient Temporal Action Segmentation via Boundary-aware Query Voting NeurIPS 2024 Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge EMNLP 2024