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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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 Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment ICML 2025 Efficient Long Context Language Model Retrieval with Compression ACL 2025 Efficient Long Video Tokenization via Coordinate-based Patch Reconstruction CVPR 2025 Efficiently Access Diffusion Fisher: Within the Outer Product Span Space ICML 2025 Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025 Efficiently learning and sampling multimodal distributions with data-based initialization COLT 2025 Efficiently Parameterized Neural Metriplectic Systems ICLR 2025 Efficiently Selecting Response Generation Strategies for Synthetic Data Construction by Self-Aligned Perplexity EMNLP 2025 Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025 Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark ICLR 2025 Efficient Model Editing with Task-Localized Sparse Fine-tuning ICLR 2025 Efficient Molecular Conformer Generation with SO(3)-Averaged Flow Matching and Reflow ICML 2025 EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration WACV 2025 Efficient Motion-Aware Video MLLM CVPR 2025 Efficient Motion Prompt Learning for Robust Visual Tracking ICML 2025 EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models ICCV 2025 Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching ICLR 2025 Efficient Multilingual ASR Finetuning via LoRA Language Experts Interspeech 2025 Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions ICCV 2025 Efficient Neural and Numerical Methods for High-QualityOnline Speech Spectrogram Inversion via Gradient Theorem Interspeech 2025 Efficient Neural Network Encoding for 3D Color Lookup Tables AAAI 2025 Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries ICLR 2025 Efficient Off-Policy Learning for High-Dimensional Action Spaces ICLR 2025 Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning EMNLP 2025 Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts ACL 2025