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

6,029

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Papers (including subtopics)

Lie Neurons: Adjoint-Equivariant Neural Networks for Semisimple Lie Algebras ICML 2024 Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning EMNLP 2024 LiFteR: Unleash Learned Codecs in Video Streaming with Loose Frame Referencing NSDI 2024 Lifting Architectural Constraints of Injective Flows ICLR 2024 Lifting by Image – Leveraging Image Cues for Accurate 3D Human Pose Estimation AAAI 2024 Light and Optimal Schrödinger Bridge Matching ICML 2024 LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS NeurIPS 2024 LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference ICLR 2024 Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection EMNLP 2024 Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis NeurIPS 2024 LightIt: Illumination Modeling and Control for Diffusion Models CVPR 2024 LightOctree: Lightweight 3D Spatially-Coherent Indoor Lighting Estimation CVPR 2024 Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning ACL 2024 Light Schrödinger Bridge ICLR 2024 Light Unbalanced Optimal Transport NeurIPS 2024 LightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders COLING 2024 Lightweight Dynamic Sparse Transformer for Monaural Speech Enhancement Interspeech 2024 Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation NeurIPS 2024 Lightweight Image Super-Resolution via Flexible Meta Pruning ICML 2024 Lightweight Portrait Matting via Regional Attention and Refinement WACV 2024 Lightweight reranking for language model generations ACL 2024 Lightweight Transducer Based on Frame-Level Criterion Interspeech 2024 Lightweight Zero-shot Text-to-Speech with Mixture of Adapters Interspeech 2024 Likelihood-based Mitigation of Evaluation Bias in Large Language Models ACL 2024 Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps ICLR 2024