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

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5,368

6,434

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Papers (including subtopics)

Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs ACL 2025 SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity ICML 2025 Sparse Point Cloud Patches Rendering via Splitting 2D Gaussians CVPR 2025 Sparse Rewards Can Self-Train Dialogue Agents ACL 2025 SparseSegNet: A Boundary-Aware Lightweight Segmentation Architecture for Skin Lesions ACML 2025 Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks ICML 2025 Sparse Structure Exploration and Re-optimization for Vision Transformer UAI 2025 Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025 Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight Symmetry ICML 2025 Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study AAAI 2025 Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity ICML 2025 Sparse-View 3D Reconstruction of Clothed Humans via Normal Maps WACV 2025 SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference ICCV 2025 SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference ICML 2025 Sparsifying Mamba EMNLP 2025 Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation ICCV 2025 SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks AAAI 2025 Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement ICCV 2025 Spatial Annealing for Efficient Few-shot Neural Rendering AAAI 2025 SpatialCrafter: Unleashing the Imagination of Video Diffusion Models for Scene Reconstruction from Limited Observations ICCV 2025 SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input CVPR 2025 SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025 Spatially-Adaptive Hash Encodings for Neural Surface Reconstruction WACV 2025 Spatially Weighted Contrastive Learning for Robust Sound Source Localization Interspeech 2025 Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion ICLR 2025