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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453

859

1,652

3,233

5,368

6,434

7,726

8,506

9,951

12,524

14,487

6,029

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Papers (including subtopics)

Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning WACV 2024 Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters Interspeech 2024 Efficient Heterogeneous Meta-Learning via Channel Shuffling Modulation ICLR 2024 Efficient Integrated Features Based on Pre-trained Models for Speaker Verification Interspeech 2024 Efficient Integrators for Diffusion Generative Models ICLR 2024 Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval ACL 2024 Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024 Efficient Large Multi-modal Models via Visual Context Compression NeurIPS 2024 Efficient Learning of Event-based Dense Representation using Hierarchical Memories with Adaptive Update ECCV 2024 Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains AAAI 2024 Efficient Lifelong Model Evaluation in an Era of Rapid Progress NeurIPS 2024 Efficient Lightweight Image Denoising with Triple Attention Transformer AAAI 2024 Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons EMNLP 2024 Efficient LLM Scheduling by Learning to Rank NeurIPS 2024 Efficient local linearity regularization to overcome catastrophic overfitting ICLR 2024 Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed CVPR 2024 Efficient Look-Up Table from Expanded Convolutional Network for Accelerating Image Super-resolution AAAI 2024 Efficient Low-Dimensional Compression of Overparameterized Models AISTATS 2024 Efficiently Computing Susceptibility to Context in Language Models EMNLP 2024 Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ACL 2024 Efficiently Learning One-Hidden-Layer ReLU Networks via SchurPolynomials COLT 2024 Efficient MAE Towards Large-Scale Vision Transformers WACV 2024 Efficient Meshflow and Optical Flow Estimation from Event Cameras CVPR 2024 Efficient Mixture Learning in Black-Box Variational Inference ICML 2024 Efficient Modulation for Vision Networks ICLR 2024